Decoding Neurotech #1

in this video we are going to decode neurotech with my friend veronica so let's get started [Music] now introduce yourself to our audience um okay so hello i'm uh my name is veronica um i'm studying cognitive science at nicolas copernicus university in a touring poland and well i got into uh neurotechnologies one year ago at something around one year ago and yeah i was invited to describe some of my experiences and my achievements yeah yeah so there are some set of questions which we are going to ask to her and let's get started with it so my first question is why did you choose a neurotech as a field in your domain to get started and what's your goal okay so uh first of all i'm not sure uh but well the neuro technology field is really like it's completely new let's say so i wouldn't say that i uh choose neurotech as it is well i started studying cognitive science and through the journey of my studies uh i got involved in topics surrounding neuroscience and data management so for this reason i got involved in the neurotech market and brain computer interfaces because well it's a brand new field and new solutions as are still in the development and uh during my studies i had this ability to both work with eeg equipment as well as to have access to data collected through experiments so it's able to start with thinking about technical possibilities of just using different analysis methods to the for example just to develop different applications so i just need neurotechnological fields just to get started to gain some experience also through participating in different type of events and yeah yeah so actually uh what i have seen that uh in my previous uh like if i'll say that in the neurotype what the people used to enter this field are mainly because of their personal reasons like if they are disabled some sort of they are unable to control their senses that's why they are solving this problem or they are having some family issues that their father mother is having some problem that that is diagnosed by a doctor and they can fix it they want it to be fixed but medical it doesn't have much solution because there is a lack of this technology right like that humans can't handle everything right so they need equipments and the advanced equipment actually uh this field is dominating because uh there is a commoditization of this field which is happening right now in this age and they will this decade which i am seeing so uh that's why this people are like from personal reason are switching into dispute so is there any personal reason or something like sort of that to be honest i don't like such questions well in my research i would like to try to apply machine algorithms on different modules and starting it with comparison of humans learning functionality uh for example now i'm working on cognitive maps in special special and non-special domains but uh as you know i'm still a beginner so i don't have anything to share with you but i just want to do different things and study human learning and memory performance mostly because that's the topic in science that i'm most interested in but i really think that you find your way finally of being satisfied and modified motivated well you should just continue doing that without feeling obliged to have some certain goal in your mind yeah yeah okay it will clear in your journey as i started my career when i was a child so i was wasn't clear about what i would do maybe i would flee freelance or open a company so in spite of i ended up opening a company and consulting too many big forms i didn't remember off because like you don't know what the future is you you can predict it only that uh maybe i should go in a certain direction and yeah and you switch to a like industry like banking and then you switch to industry like finance there are a lot of things and this field is going to this impact all the fields such as insurance because uh people used to claim insurance when someone is mad this sort of thing used to happen and they used to claim it and uh there is some regulatory compliance in this industry insurance that uh in spite of having some regulations they do do like people are not getting paid fine the uh the monthly installment they used to pay to uh those insurance providers but they are not getting the uh full insurance that they will get that money back when whenever something happens so there is a slight uh this part so this will be solved by this uh neurotox because it will provide more insights of the accident which has happened and whatnot yeah now my next question so is there any need to hold an euro tech degree uh if or any government companies so that you can go ahead in this field well uh as you already said neurotechnology is like a new growing field so having some particular neurotech degree is impossible for now but it is good to have a degree in the neighboring field i think to have some experience that you can use in the in this branch but it's still maybe not necessary uh because when it comes to technologies a lot of people from a lot of different fields come with the idea that they can create something that can and usually it's not that simple and it's a lot harder than you can think at first but it's still good and i think that uh that's having some risk background can make it easier to go fluently through project development because i think that's the most difficult part and then also having organization skills is if you're working with different people and usually it's obligatory to find someone that you can communicate with and well to to gather some feedback from others still although i think uh it's um well i don't think that it's necessary because these days people are getting more aware of giant brain functions and they are living the idea of spirit inside me or having a soul which is good for science and general understanding of the world because well uh different people from different fields also without any experience come up with the idea uh what can they do with such a great machinery in the brain so well we can do a lot and to optimize our daily living we also can develop uh different methods different tools and working in neurotech or just studying related topics is really fascinating because you can see with your own eyes how the field is growing with new equipment and also well science connected to technologies and also connected to business which all together are cooperating to achieve some goals yeah you are right on this part yeah absolutely so um as per this uh neurotic i actually this government like in banking sort of this banking there is a lot of compellence that uh if someone will stole money fine one is this or if there is a back transaction so whenever they like you have sent money from one person to another if it happened there should be some sort of this uh escrow which should be there in behind the technology which would be by validating that one but from one person the amount is debited and from the another person it is credited it would happen if it won't debit from one person and is credited from in this another person's account so what the problem is that uh there is a problem offer that there is insertion of more money into the system right that bank has printed demon or technology has printed demon so that's that solution was solved by this uh blockchain bitcoin fine so you can't create money fine if government want to create money it is created by this uh so there is a lot of billions of wealth in the d5 system which is long right now so i i think this uh uh i have heard of this one person i don't know so so what she has done is she has logged the gene data into this blockchain and then stored it so they are like performing many operations and whenever someone wants to use it can simply call this because in blockchain everything is available in front so you can access the data in front of that so she has open source data and the best part of this is because blockchain is easy to build and we don't have to manage full blockchain it would like if if we we will collaborate to this cloud providers for uh for the data availability we would have uh they would have charged us so much and in blockchain this problem of charges is solved by just tokens their own ecosystem opens there is no new money which we have to insert from our profit we just have to release token which are created by default so this is the thing yeah now uh let's pop to our third question so what's your internship about and what like share your experiences and thoughts and your learnings okay sure so well i did an internship at the polish academy of sciences at the laboratory of clinical neuroscience when i was working on statistical data analysis and my experience most was mostly technical and it was based on analysis procedure and making protocols so it was really interesting for me because i could work on real big data i gathered from people under some specific conditions uh well and having such experience taught me that in data science to find some solutions you need to apply different methods and try on your own in fighting with the software especially you are working on and finally well my internship was really cool and interesting but i'm also looking forward to finding well other possibilities to work also with different data types yeah yeah now uh can you give us the insights of those team members which are there because in our eurotech team there should be one neurotype guy which would be there so that he can see you you are responsible for this processing of data and managing it and this should be one uh for managing that this right this side of like take an example of a patient right there's a collection of temperatures of patient right and these are collected from a wall right and we have to check if the temperature rises 97 degree celsius we have to be alert right so that's why we have collected all the data and we are performing one application so that if someone's uh like sensors are implanted in all the bodies of those so if a 97 that temperature of any person in that room prices 97 degrees celsius that app will give a notification right so that type of batching need to be done so that batching was done by you or or something someone else that is domain expert in this no no i was uh host or the data management let's say but i was working under the supervision of someone who collected the data and who was i wouldn't say because we are both learning uh but we were both engaged into the whole procedure and not to do something wrong with the data no you wouldn't do wrong with the data because like playing in because in university you can uh play with the data i think so uh incorporated well you can't play with the data if the outcomes are not uh like in development you can play not a lot because it will incur in firing from the uh company but in real world or this uh company scenario if you play uh like in development if you play it won't occur in so much problem if you are not like changing the whole column deleting this primary keys or some sort of this which are really important but in this production it's not feasible to do so in real world but in this university scenario you can do so i think so so what's your views on this you can play with data or not in universe yeah yeah of course yeah i was just mainly thinking about avoiding false positives and for example looking straightly to achieve some results that may not be as true as it is yeah yeah so let's go to our so fourth question so what it needs to get is started in the neurotech is there any portfolio like i want to ask that uh if someone knew that i am new to this because i am having experience in many other domains i am new to this neurotype fine and i want to get into this field so what should i do as a beginner to get started or whether i should a short cold email someone that i want to work on it fine this is not the perfect way of like representing that you are interested or the perfect way is just building one portfolio in eegs or something sort of this or a cold email mentor or something showing them that i am better in this that person who is better in the domain but is not better than those skills like big data or that those tech skills which you are good at but you uh like complimentary skills you are better at and he is not and you both combine and give together so what is what are the first steps which one have to take to get into the industry i don't know the perf perfect steps towards achieving this uh neurotech career for example but i think that there are a couple of things that you should think about and probably the most important just are these people having people that have similar interests and so that you can work with them on some different ideas and from my experience i think that having any prior experience is a huge value but also having strong motivation to learn and understand something is making the whole process definitely easier so neurotech is also a wide range of possibilities so i'm not sure if having some a specific type of portfolio is needed because you can do a lot of things in your attack so well it will not kill you to have something but maybe it's not needed in the direction you want to go to and especially if you are looking for a job it's good to show in your resume or somewhere that who you are and what you achieved so that's also why i think that uh it's really important um if you're looking for a job or if you're just uh still wants to look for the possibilities to upload your for example or well i think that at some level of your career it's good to increase the chances of being noticed so i was also working for for work possibilities on my own but at least i had to prove that i can provide all of my accomplishments certificates for example and all of it because sometimes still if you can learn on your own you have to have at least some code that you prepared to certify okay achieve that and i understand what i did so it's very important especially when you are looking for some research opportunities um to work with someone at the lab especially if you are just a student but i i think that it's also very hard uh to find them in a lot of places it depends on the situation so in the branding side so what is happening in this market coding market that uh what i am seeing this is uh this we are moving towards low code no good side right because of advent of ein technology known of the sites tickets from now will be built using code i think so because there is a this codex and uh you have heard of gbt3 right if you are this alumnus about this and technology trend so there is gpd3 which can do anything for you right you just have to write that you want to build a website using this this logo and this or twitter logo or something like that and it would write the whole code for you right you just have to wait and uh just have to focus on what needs to be done and it would be done by a worker that is this ai algorithm which has been gained from uh lacks of models or something lacks of code in github that other person has written so we are moving towards the economy where brands are recognized like audited i am managing the brand of uh audited in spite of i am not in the extroverted side but i need to be extroverted in order to be competent in this economy because we are moving more towards brand based rather than any person uh having good skills or something like this yeah yeah now like uh now let's move to our first fourth question oh it's yeah so what is is that a hackathon which you have participated in your uh this mentioned in your linkedin profile so okay can you give more insights about it and how did you want the first prize because in my career i haven't participated in any hackathon and my friends used to participate and they used to say that it's simple it's covered and i used to think that how did they want a hackathon like you have to build a product within 48 hours so what's the inside of that product and can you tell me about system okay sure well uh so starting with that um the brain io hackathon is a brand computer interface designers uh designers hackathon and that has been created as just an opportunity to study current and future developments of bci's in bci and neurotech in creative scientific and also clinical field so it was gathering people from different points of view from different fields and the brain io hackathon is just helping students and also professionals to understand machine learning artificial intelligence life science art technologies and how they become a unit to evolve uh exceptional bci headpiece so the brain io hackathon is just serious of hackathons that are taking place probably since um 2017 and it brings together for the world and um well mostly they are engineers programmers designers artists or just some enthusiasts but they are gathered together into teams so one team may consist of of all of them so that's very interdisciplinary and you just have to collaborate collaborate intensively as and this interdisciplinary team and well the participation itself only requires basic knowledge of bci machine learning programming and designing of course there are several predefined projects which you can choose to work on and apply with your teammates during the hackathon and with my colleagues we were working on the programming part on which we developed neurobit that's the application we called and before starting working on the project we asked ourselves what to target so we came up with the reflection that from the dawn of time people from various cultures and civilizations were developing tools that were allowing us to control our emotions attention and focus such as rituals prayers also drugs now also therapies training and so on and one of such practices is meditation which is a practice consisting of exercising the mind or entering an altered state of consciousness so well at first we thought that neuroimaging helps us to understand mechanism underlying our cognition though so we had some uh we had some uh experience at neurofeedback that is allowing us to regulate our brain environment general so our idea and that we came up with and the idea won the first price was creating an application that was just narrow base training to the user's neural activity during meditation procedure in real time we are working on specific equipment called unicorn hybrid black that is wearable high quality eeg headset provided by gtx also the organizer and we were monitoring neural activity adjusting to it binaural beats to alpha waves uh specifically uh and giving feedback to the user so setting up and calibration of an environment and working on real data was the most difficult part but our friends managed to prepare a prototype of this mechanism and our predicted outcome of this project was just a signal flow a control up with a feedback from the system showing the progress of your meditation practice according to a specific brainwaves oscillation we were all actually mostly focusing on alpha waves and well just to sum up this expert experience taught me a lot about working on some project especially in a really short time because we had probably 48 hours to develop that or 24 i'm i'm not sure maybe 24. i don't know anyway short time i i'm uh well yeah yeah so during the this condensed hackathon well you have limited time to prepare different parts so with my whole team we split at the work and we were working together as well as separately on this project and i had an amazing opportunity with really intelligent and ambitious people that were also completely into um into the development of this project so it made it possible to compete for a winner's prize i think because of that and this experience also made us realize that taking part in hackathons is amazing so we created a neurotechnological scientific students club that is aiming to gather together people that could be involved in such projects in future together and also it's a kind of a hub of students interested in neuroscience computational methods and the working as a researcher might be in future uh and around the month after their brain io hackathon we organize even our own hackathon we also managed to find different collaborators and now we cannot wait to see what will happen in the future in upcoming hackathons yeah so this hack this club you have formed is this club open to your university student or is it open to the world like i can join your club or someone who is an enthusiast can join your club because uh there may be actually in this new york tech what the problem with this tech is that uh i am from uh like a tier 3 college think of it and in that small college of delaware engineering college so so there is not a lag there is a lack of this education in this new technology set right i know that because i have i am from this school from school i am eager from for this and uh grown up with this technology background so i know that this technology will impact everyone's life right so there is a huge market in this fine there is only two percent which is has been impacted right now and it will enter the uh industry and dominate it at least you can see this computers have dominated it would be available in everyone's home right alexa a nice example right so there are more products which would be available in near future ten decades or maybe even five years from now so there is a lack of awareness i think so so if everything anyone wants uh like a good peer group or club that you have formed so can anyone from this world can enter your club or there is some restriction which you have imposed on in your club entry no we are like completely open-minded people from actually all over the world and um well of course it's um here at the university of nicolas copernicus in toronto but well we are not there is no point into like closing our possibilities to this university because a lot of people from all over our country for example came uh here and they were like oh there's nothing like that at my university so we are also thinking that maybe using our power as it is um together may make it even more more yeah you will make your community here actually yeah from the community i came to have an idea so uh like in this world right now after the advent of facebook has been and this instagram people in this technology field are getting more community driven see this these products like react or something front-end products these are all our uh that dominate the industry in framework wise and technology-wise this all are open source means that uh these communities after they are developed in this industry they are open source so that community can develop those products right new ideas from this people like you and me can develop this help they develop this product or may uh contribute to this product so uh there is a one uh program like google has a sponsor that uh gsoc over summer of code right so these are the programs so uh what is happening is that we are getting more and more community driven right so these communities are helping us grow the next product i think from this social media will be a community product like this club neurotic club you can make a community of uh means a million people from this world and then a scale up to a to a product like this clubhouse or a new product clubhouse and this is a new product in audio site uh you can make a discord server first and then switch to is it's a commoditized version of like uh in my uh india it's avalon scenes right have you heard of avalon since it's like they are building uh uh this uh that is called 2.2 they are saying that it's a nice product which they have developed a nice market they have so you can also develop a next product uh social networking for this uh this neurotic because there is a lot of people who are eager to get into this field but there are not a lot of people who can help them to get into so that's why the community helps a lot i even the community helped me to get here for time what i am right now like in their uh banking side and by building this technology so yeah it helps a lot yeah now uh let's go to our fifth question or sixth one so yeah so what is the research publication like latin writing styles and machine learning analysis which you have published like i i have seen in your profile so what can you talk about this the dead publication well yeah that's a really good question because it's actually connected to the previous one so actually our research publication on rxi was made because of the collaboration with machine learning journal club from university and polytechnic in turin from italy and their team also won first place at brain io hackathon but under the data analysis domain where they were working on eco g data with topological data analysis tools and they actually managed to prove that topological data analysis is an appropriate technique to extract long-dimensional manifolds from temporal series so it could also be generalized to other types of biosignal like ee or fmri and that is how well we actually met and started collaborating so there were also some scholarship possibilities at our university so we did uh with my friends from the club uh them and we were working on a project during the touring humanities and social sciences summer program this year and then well some of them applied for this program and we were developing a natural language processing pipeline to extract information from ancient latin so this project was under the supervision of some historicians uh dr pierce branca from clubs copernicus university and together we carried out the tasks consisting the practice of those concepts and observation to create a tool for analyzing narrative text based on an open source databases and the tool we uh pre focused on creating specific search tools resources which could enable us detailed searching through throughout the text and the main objectives of the study take into charities between sentences and between documents and also we applied machine learning algorithm on chosen text to calculate specific pictures of them uh the ships or centuries uh also because we wanted to recognize sources of anonymous text with a certain percentage and well only we met very smart people we created something together but also we managed to get to know really interesting personalities and we also fulfilled each other researching actually one of the participants of this summer school is uh now applying for phd here at nikolas copernicus university to work with my supervisor on his research ideas and i cannot really wear it for the upcoming possibilities of such collaborations at such possibilities to learn from each other also to like travel through this kilometers and get to know different people that are also into the field yeah yeah sure so like this this this type of project really helps you can learn about more people and their cultures like indian and your culture is different so you will learn about a lot of new cultures which are what are their practices in social side in this brain side and this uh this corporate side you will learn about the new skills which the other person is having which they are having edge in and you are not right and you are get to know a lot it's like it's i can't i can't like say that yeah so uh about this nlp that is natural language processing so have you built and model for this uh and deployed into production or commoditize it because nlp is like a field which is growing insane like this codex right or this github co-pilot right so these are the pro two products which are out uh right now so they are like based out of you just have to write two words and the whole function of uh some issue or anything will appear in front of submission is a small thing but many complex thing can also be done by these things so you have framed they are on english but you have framed such that uh like mere same for the french language right from the latin language oh sorry letting one yeah so now let's open us up our next one so what are the resources to get started in this uh domain so can you uh tell the resources to the beginners well despite the brain ao hackathon that i usually recommend judic also organizes is it's organizing summer school every year it's a program that is a really great opportunity to understand more information in the fields actually there are a lot of such events but that's one of the biggest one i think and also it's really interesting one you can pick your own workshops and and you can attend it and i also encourage everyone to follow the neurotech x community it's actually community driven society that is growing and growing and especially their social media and slack because it's a community consisting of more than 6 000 euro tech enthusiasts and then there are also a lot of neurotech entrepreneurs and scientific workers so you can find anything you need and you well you always have a lot of possibilities around you but it's your decision how you will use them and according to your position you can pick different ones uh for students i definitely encourage all to get involved into some student clubs and participate in hackathons and also look for different kinds of like internships because you can work with different people also with different communities and you can learn from them from their experience and have your own idea what do you want to create in science or in this field yeah so can you like i can mention one person who is like near to me an expert in this field uh that are bci guys like their content of the basics to psychology is really good can you mention this any one person or two person right here because we i'll mention some script in the description section so that uh you can check it out so can you in this video can you mention two or three person which you are really motivated with that their content is really really good for this okay so i would say uh i would say that's um albert barabasi also from university uh professor rojiswaldo and um i don't know i am i it's hard to pick the last so maybe i will stay with two of them because i don't want to close the circle find no issue yeah i'll mention mention in the description section of this video right like let's move to the next one now let's discuss some failures which are important like people used to think that because we are doing cool things we don't feel or there is a like nice story of getting success success success and there is no failure in this process because i have failed in a lot of things uh some sometimes what used to happen i i have like we used to have this vdi concept in which one system is in cloud and sometimes what used to happen is that my video is pressed just because i was doing something in my system so like i just used to do a lot of things with system i play around with them so what are the like the same failures for you in this while performing some experiments or like those what are the failures well i definitely prefer to discuss the ideas that didn't fail because comparing their failure of them died but well at the beginning there are a lot of general ideas and what could we check but later on during actual experiment development or just thinking development you will see that sometimes it's even impossible to check something out because methodology and conducting an actual research is very complex and it's easy to build an innovation that won't be conclusive or just will produce false positives that will later be refuted but at first i was about to study human learning processes in a museum based on ice tracking i understood that a lot of variables may prevent me from observing what i originally wanted to capture and now i'm trying to focus uh on one area if and not go into general consideration i mean i went through the general idea but i'm going more deeply into details because the developing working model without conducting even any experiment may take years before checking in experimentally although i'm not giving up and the ideas in my mind when it comes to experiments but i'm also trying to be skeptical that's also one of the features that the head of the lab i'm working with is really values in me she said because it's really important in science to ask questions and try to understand the problem deeply from different perspective from the person that may say is bad i don't like it why is worth it something right so yeah that i think that's the the clue in uh experimental development and also working on your ideas yeah so actually what i have seen in this technological background so that we are seeing videos right from 2014 or 16 right you do have algorithm our code and because of youtube we are hosting this right so uh this streaming one if i have to cover this streaming when like live streams are there and some sort of uh like in which there is only live stream so this technology is quite new and uh in it is new from like uh it came in 2015 or 16 i think so after this kafka and this new technologies which invented which helped in uh streaming the data in real time earlier because those videos are really lengthy and it's like pixels are there and because they are very really really small and you can't process and due to this moore's law due to this high computing which was provided by moore's law there is more advantage of new technologies like this so i am saying this this video streaming like that has evolved over a decade so what is that parallel technology in this neurotech which would have with which is not evolved right now but near in future would evolve a lot like i gave an example of this video streaming uh what is in your view is for neurotic well i suppose the growing uh chances that we can control more with our brainwaves right i think that it's like slowly going uh faster and faster slowly but fast uh because so we can do more and more so just looking at something and also it's connected to therapy so that is why it's important for medicine uh well i would say so but maybe i'm wrong but i can say that it's possible yeah means more we brain signal brain waves means more accurately you can uh predict that this is the perfect disease that person is having right that's the main case yeah yeah so yeah so that's why they are planting more and more eegs like uh this uh neural link is planting ten thousand earlier it was on zero so what the massive like implant of this eeg is into this ahead right so yeah and also a lot of companies are developing even like the very cheap uh equipment that you can buy on your own so if you will have your own uh eg cup then you can try on your own some they will uh they will develop different application that you can use and feel like oh i'm the powerful person here yeah you are right yeah so yeah let's move to the next one right so what are the your plans or aspirations within the next video because you have already worked on this hackathons and you are really experienced on this field like you are experienced a bit if you will give me two years from now i will be in such a position to open a company or something sort of this so what are your aspirations within two years as a like you are not a beginner as i experienced some some sort of experienced person okay so uh at first i don't want to stop with the thing that i didn't i just i still want to continue i want to organize some stuff i want to take part into some interesting stuff but i also want to uh somehow focus on some specific topic and i would like to continue working on complex graphs topic and also prepare a model that could be checked in because conditions with people or rats and actually the topic of special navigation and real-world representation in the brain is really involving for me so for the next semester i will actually go abroad to the university to begin to gather some experience from germany and work with machine and human cognition lab under the supervision of dr charlie vu he is also interested in this topic so i hope to get a lot of his experience and ideas and in one year my bachelor tests will uh will be finished and i will probably refer to this kind of work because i'm really like i'm still developing a more specific topic but the idea uh is actually there and i'm thinking about conducting some research in the future about that and i'm also about to apply to different universities abroad to try myself myself at another university i assume don't know exactly what i want to do in future but i want to try different possibilities so for me the perspective from now to two years um is unknown but i hope to start working on a more research oriented area that could involve my own projects and well in two years from now i will be starting my second year of master studies so i would like to be uh as fascinating as it was for now yeah so actually uh what is the field of masters you are like taking is it a commute to computational neuroscience one or uh masters or something like psychology side so what you have definitely not psychology for me for me it's more about computational neuroscience or just applied neuroscience yeah so you will do your psd also with this or maybe after your master's you will go and join this uh neural link or something sort of i'm seeing this a lot of growth for now commercial projects are not for me i mean in the thinking that i should start a company or thinking about developing some ideas i'm more about i'm more research oriented i would say so i would probably think about my phd but since i still before i cannot say what will be be my phd about and if it will be like oriented around some specific around some investigation right so for now it's unknown yeah so yeah like yeah what are your aspirations like i aspire elon musk that he has opened a ton of companies like paypal and solved every problem which he had in his life from this banking sector to this transportation and now space right he's transforming this and uh in this human side that everyone has a a will like i am having open and hospital so like there is a problem right which we are having in our life that he has like there should be a commoditization of that species should be in the planetary right you are having your vision right so i am having my vision so what is like one of the things which you want to impact in your life since because you are you are moving towards neurotech it would be like you are interested in some sort of uh like like providing people a product so that every if a person is not having senses if he can't control his hands can eat something or what arm can uh give him food or he's not dependent upon another person because maybe dependency would result in more problem and because like a lot of pledge glitches in the relationships but if you are instructing a robot to do something for you robot is not it's not demanding anything for in return right it would want only the charging nothing else right so what is your vision towards this like the goal you are working towards yeah well i want to be more research oriented and scientifically oriented because i want to apply my ideas of thinking about some specific stuff to models that could be developed and then that we can create some applications so starting from the basic level with understand how the mechanism is working from some specific domain i think yeah so maybe you will figure it out in the whole journey and no one knows where everyone is going heading towards but in the whole journey after 10 to 12 years you will see that yeah i wanted to be here and i have thought of this thing in life i am working towards and then now i am here like it's be it will be opening and one thing i have seen that uh opening your own company is more great like if you are a kid and going to another person hey give me a job right so he he will say you are a kid right so that's the problem hey people don't uh understand that your kids can do something if they are introvert like you will like to slap a person and go and play right if he's in interested in some of the topics like this uh and so the more better is like open your own company in this way you can give more impact to the world rather than working for someone else do business but not job i want to say this okay okay yeah now like uh yeah so now let's it's the last question so if someone uh want to approach you for like podcast or something like having some knowledge because you are like having a lot of knowledge in this field as a beginner and you are not a beginner right now as a professional so uh in which platform anyone should approach you it would be twitter linkedin or directly shorting okay so well i'm also working a little bit on social media management so i can reach out in a lot of platforms to be honest because i'm really updated maybe it's also because of the addiction a bit but i'm responding to all of the mails and so probably that's the easiest way to communicate directly but i am also checking linkedin probably those are the main platforms on the main waves that may enable others to catch me so just link it in or through my email yeah hope you enjoyed the podcast show for more updates subscribe to our channel and hit the bell icon to never miss the updates on our latest video

Channel: rdtech_in

Views: 439

Keywords: neurotech, neurotechx, web api neurotech, neurotech edu, neurotech api, neurotech data, neurotech decipher, decoding neurofeedback, neurotech anytime, neurotech anywhere, neurotech cloud api, brain decoding, encoding, plug-n-play neurotech, metaldays neurotech live damage is done, neurotechedu, neurotechnology, neurotechnology conference, future neurotechnology, neuotechnology, foundations of neurotechnology, neuro, neuron, techno, fine electrode, europe

Id: EdHQ8zn2id8

Length: 51min 16sec (3076 seconds)

Published: Thu Sep 09 2021