Vishnu Shreeram M P
Data Science Undergraduate
- IIT Palakkad
- Palakkad, Kerala, India
- 142201014@smail.iitpkd.ac.in
- GitHub
- Google Scholar
- Resume
About Me
I am a final-year B.Tech Data Science student at Indian Institute of Technology (IIT) Palakkad with a CGPA of 9.6/10. My research interests lie at the intersection of Machine Learning, Probabilistic Models, and Optimization.
I have research experience in Probabilistic Circuits, especially in Tractable Learning and Generalisation at the Laboratory of Statistical Artificial Intelligence and Machine Learning, under the guidance of Assoc. Prof. Narayanan (CK) Chatapuram Krishnan. Our work on "Tractable Sharpness-Aware Learning of Probabilistic Circuits" has been accepted for Oral Presentation at AAAI-26 in Singapore.
Currently, I am working on Continual Learning of Flow Matching models under the guidance of Assoc. Prof. Mrinal Kanti Das.
I also have experience in Industrial Optimization, where I developed algorithms to optimize Bosch's SMT assembly lines, resulting in a patent filing (Application No: 202541068350).
Interests
- Probabilistic Generative Models
- Optimization & Operations Research
- Natural Language Processing
- MLOps
In my free time, you can find me exploring new technologies, playing chess♟️or badminton 🏸, or tending to plants 🌱.
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