Dr. Soumi Das
Postdoctoral Researcher, Max Planck Institute for Software Systems, Germany
Mentor & Collaborator"Shubhadip Nag brings in the essence of a rigorous researcher, high-performing professional, and generous collaborator. His ability to think critically about research problems matured significantly — he developed a strong capacity to analyse the limitations of existing work, question underlying assumptions, and articulate meaningful insights for improvement."
"A particularly memorable demonstration of his abilities came at the Datathon at IndoML 2025, where he competed as a single-member team against more than 100 participants and secured a top-2 finish. This result speaks volumes about both his technical depth and his composure as a problem-solver."
"I recommend him without reservation and am confident he will make a meaningful contribution wherever he directs his efforts."
Dr. Alok Ranjan Pal
Assistant Professor, CSE, College of Engineering & Management, Kolaghat
BTech Thesis Supervisor"He has a great application power. He is very good at mapping any problem to real world situation. His keen interest in computational skills and application of these skills in projects had impressed me a lot."
"Mr. Shubhadip Nag possesses high level of moral and ethical standards, self-confidence, technical skills, and communication skills and is always motivated to take up new challenges."
Dr. Lipika Datta
Assistant Professor, CSE, College of Engineering & Management, Kolaghat
BTech Professor"Being a Computer Science student, his keen interest in computational skills and application of these skills in projects had impressed me a lot."
"He is highly motivated, and always eager to learn something new. He has a good understanding of the fundamentals of Computer Science and Engineering which will surely help him a great deal in future studies and research."
"Mr. Shubhadip Nag possesses high level of moral and ethical standards, self-confidence, technical skills, and communication skills and is always motivated to take up new challenges."
Srinjoy Das
Final Year Dual Degree (B.Tech + M.Tech), CSE, IIT Kharagpur · Former Quant Research Intern, JPMorgan Chase & Co.
Mentee — BTP"Some people teach you a subject. Some help you solve a problem. And then there are people who fundamentally change the way you think. Shubhadip Nag has been that person for me."
"His knowledge of Machine Learning, Large Language Models, and Reinforcement Learning is not just broad — it runs deep. We hit several dead ends during our research, and each time Shubhadip helped me find a way forward that I would not have found on my own. That work eventually led to a paper published at a NeurIPS workshop in 2025."
"I do not use the word lightly when I say Shubhadip is one of the most impactful people I have met in my life."
"Shubhadip served as my BTP mentor, and his guidance was the cornerstone of my most significant achievements. Under his direct mentorship, we successfully published our research paper at a NeurIPS workshop in 2025."
"He possesses a rare talent for breaking down complex concepts, explaining tough topics so easily that they become completely accessible to students."
"What truly sets Shubhadip apart is his exceptional quality as a life mentor. He provided invaluable advice, shaping my career trajectory and preparing me for my current role at Adobe."
"Shubhadip consistently helped me navigate the challenges involved in conducting research — designing experiments, analyzing results, identifying shortcomings in our approaches, and finding ways to improve the overall quality of the work."
"His feedback often went beyond simply identifying what was wrong; he encouraged me to understand why an approach was not working and how I could systematically arrive at a better solution."
"I would highly recommend him to any research group, academic institution, or organization looking for someone with strong technical expertise, research aptitude, and a genuine commitment to helping others succeed."
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Dr. Pramukh Ganapathy
Associate Professor · Civil Engineering Academic and Researcher Specializing in Concrete Technology
Colleague — AICTE QIP Program November 23, 2024"I had an opportunity of attending sessions delivered by Shubhadip during the AICTE QIP PG Certification Program that was curated for the faculty member from pan India especially from non IT disciplines on 'Artificial Intelligence and Applications' at IIT Kharagpur. Shubhadip led a couple of laboratory sessions on the practical applications of AI Algorithms. Despite this being his maiden teaching experience, he exhibited exceptional command over the subject matter and demonstrated an innate ability to engage and inspire his audience."
"Shubhadip's approach to teaching is a testament to his remarkable qualities as an educator. His perceptiveness and attentiveness to the learners' needs were evident throughout the session. He skillfully identified the areas where participants were expecting in-detail explanation particularly with understanding the rationale behind certain code syntax and procedures. In response, he meticulously crafted detailed slides and provided succinct explanatory notes, ensuring that key concepts were clearly communicated and easily understood."
"The level of preparation and organization Shubhadip exhibited was truly commendable, and his ability to deliver complex material with clarity is a great skill which an educator must possess. His sessions were not only well-curated but also seamlessly aligned with the needs of the participants, reflecting a deep understanding of both the subject and the audience."
"It is with this conviction, I recommend Shubhadip to take up academic or instructional role where he can mark his trail from his competencies. His exceptional teaching abilities, coupled with his research skills, dedication and attention to detail would make him a valuable asset to any educational institution or program."
Amrith Krishna
AI Scientist, Sovereign AI Consultant & Entrepreneur · Alumnus — University of Cambridge, PhD at IIT Kharagpur · Educator (100K+ Subscribers)
Manager — Datathon April 26, 2024"I have collaborated with Shubhadip for a datathon, for which I was one of the organisers and Shubhadip was a technical volunteer. I must say, the sheer perseverance, dedication and hard work that Shubhadip has put in for the work, albeit being a voluntary position, is truly commendable and quite rare."
"I would say, Shubhadip was easily transitioning into a leader within a month of his volunteership. Further, he was singlehandedly taking care of the organisational and technical aspects of the event."
"I would recommend Shubhadip wholeheartedly as a hard working, earnest and diligent individual, in addition to his technical proficiency."