{"id":4441,"date":"2022-11-22T12:34:48","date_gmt":"2022-11-22T12:34:48","guid":{"rendered":"https:\/\/www.sonyresearchindia.comself-supervised-learning-a-human-vision-based-deep-learning-paradigm-copy\/"},"modified":"2023-04-04T08:02:25","modified_gmt":"2023-04-04T08:02:25","slug":"how-to-set-yourself-up-for-a-successful-career-in-ai","status":"publish","type":"post","link":"https:\/\/whiteriversmediasolutions.com\/Sony\/how-to-set-yourself-up-for-a-successful-career-in-ai\/","title":{"rendered":"How to Set Yourself up for a Successful Career in AI"},"content":{"rendered":"\t\t
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BLOGS<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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How to Set Yourself up for a Successful Career in AI<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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By Brijraj Singh, Research Scientist at Sony Research India<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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22nd<\/sup> November 2022<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Brijraj Singh, Research Scientist at Sony Research India<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Brijraj Singh, Research Scientist at Sony Research India pens down advice for aspiring researchers looking to pursue a successful career in Artificial Intelligence (AI). He also shares a list of books, journals and conferences that would be of great value.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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As an awardee of the 40 Under 40 Data Scientists in 2022 by the Analytics India Magazine, Brijraj has garnered extensive experience presenting his research work at multiple conferences such as NeurIPS Montreal Canada, ICCV Seoul South Korea, and top universities like IPAM UCLA (Los Angeles USA), IIT Roorkee, IIT Indore to name a few.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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What attracted you to pursue a career in Artificial Intelligence (AI)?<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u201cI have been naturally attracted to subjects related to data (like Database Management Systems (DBMS)), and I used to read them through multiple books during under graduation. My first interaction with AI was during B. Tech through an introductory course in AI. My interest grew stronger when I was admitted to Indian Institute of Information Technology (IIIT) \u2013 Allahabad for a specialization in “Intelligent Systems”. There I learned about the architecture of intelligent systems, how AI is embedded in the circuits and about cognitive process modelling. When I read about the evolution of AI from its inception, I was keen on knowing about natural intelligence. I was also given the opportunity to work on natural intelligence from the perspective of brain science. I wrote my master’s thesis on brain signals (EEG signals) which marked the beginning of my research career in AI. I went on to develop a brain signal-based biometric system using minimal electrodes. \u201c<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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What advice do you have for those who want to work in AI research? What are the most common mistakes that one can avoid?<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\u201cI have always advise picking up good research problems which can create an impact on society when the problem is solved.\u202f\u202f\u00a0<\/p>

My advice to newcomers is, when you go for a job after a PhD or research, no matter how many papers you have published, if your problem is not big enough, you won’t be able to impress the interviewer with your solution. In my opinion, even if you have limited publications, by solving good-quality problems, you can create an impression on the interviewers and expect a better career.\u00a0<\/p>

Continuous experiments and brainstorming sessions with peers eventually spark the idea, so do not hesitate to share the ideas with your colleagues. When you explain your thoughts or hypothesis to someone, you get clarity of your idea. It is alright if the listener is not from the same domain because even a fundamental doubt may drag you to a point you never explored.\u201d\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Can you share a list of noteworthy academic books \/ journals and conferences on artificial intelligence that have helped you?<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Books<\/th>\r\n Journals<\/th>\r\n Conferences<\/th>\r\n <\/tr>\r\n <\/thead>\r\n
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  • The Elements of \r\nStatistical \r\nLearning \u2013\r\nTrevor Hastie<\/li>\r\n
  • Deep Learning -\r\nIan Goodfellow\r\n<\/li>
  • Artificial \r\nIntelligence -\r\nPeter Norvig<\/li>
  • Machine \r\nLearning: A \r\nProbabilistic \r\nPerspective \u2013\r\nKevin P. Murphy\r\n<\/li><\/ul><\/td>\r\n
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  • IEEE Transaction on Pattern Analysis \r\nand Machine Intelligence<\/li>\r\n
  • Elsevier Neural Networks<\/li>\r\n
  • Elsevier Expert Systems with \r\nApplication<\/li>\r\n
  • Elsevier Knowledge-Based System\r\n<\/li>\r\n
  • Elsevier Pattern Recognition<\/li>\r\n
  • IEEE Transaction on Neural \r\nNetworks and Learning Systems<\/li>
  • Springer Applied Intelligence<\/li>\r\n<\/ul>\r\n <\/td>\r\n
\r\nConference on \r\nNeural \r\nInformation \r\nProcessing \r\nSystems (NeurIPS)\r\n<\/a>\r\n\r\n\r\nInternational \r\nConference of \r\nMachine learning \r\n(ICML)\r\n<\/a>\r\n\r\n\r\nComputer Vision \r\nand Pattern \r\nRecognition \r\nConference \r\n(CVPR) \r\n<\/a>\r\n\r\n\r\nInternational \r\nConference on \r\nComputer Vision \r\n(ICCV) - Home | \r\nICCV 2021 \r\n(thecvf.com)\r\n<\/a>\r\n\r\n\r\nInternational \r\nConference on \r\nLearning \r\nRepresentations \r\n(ICLR)<\/a>\r\n\r\n\r\nThe Association \r\nfor the \r\nAdvancement of \r\nArtificial Intelligence \r\n(AAAI)\r\n<\/a>\r\n\r\n\r\nInternational \r\nJoint Conference \r\non Artificial \r\nIntelligence \r\n(IJCAI)\r\n<\/a>\r\n\r\n\r\n\r\n\r\nACM Conference \r\non Recommender \r\nSystems (RecSys) -\r\nRecSys 2021 \r\n(Amsterdam)\r\n<\/a>\r\n\r\n\r\n\r\n\r\nEuropean \r\nConference on \r\nInformation \r\nRetrieval (ECIR)\r\n<\/a>\r\n\r\n\r\n\r\nSpecial Interest \r\nGroup on\r\nInformation \r\nRetrieval (SIGIR)\r\n<\/a>\r\n <\/td>\r\n <\/tr>\r\n <\/tbody>\r\n<\/table>\r\n<\/div>\r\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

Brijraj Singh, Research Scientist at Sony Research India pens down advice for aspiring researchers…<\/p>\n","protected":false},"author":1,"featured_media":6576,"comment_status":"open","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"footnotes":""},"categories":[22,17],"tags":[],"class_list":["post-4441","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-all-blogs","category-technology","entry"],"yoast_head":"\nHow to Set Yourself up for a Successful Career in AI - Sony Research India<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/whiteriversmediasolutions.com\/Sony\/how-to-set-yourself-up-for-a-successful-career-in-ai\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How to Set Yourself up for a Successful Career in AI - 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