Somyajit Chakraborty
Doctoral Researcher at Shanghai Jiao Tong University
Minhang District, Shanghai, China
Summary
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Rockstar🎓
Top SchoolSomyajit Chakraborty is a doctoral researcher and computational scientist with seven years of experience applying AI, CFD, and computational chemistry to real-world design and discovery problems. Based at Shanghai Jiao Tong University, he develops physics-informed foundation models and learned solvers (Navier–Stokes, reaction–diffusion) using transformer encoders, spectral embeddings, and constraint-aware attention to accelerate design-space exploration. His work spans microbot swarm navigation in fluid environments, CFD surrogate modeling, and empirical scaling laws that relate model/data/resolution to physical violation and error. He combines a strong engineering background from industry (full-stack Java, React/Spring Boot) with academic expertise in complex networks and LLM-augmented scientific workflows from stints at University College Cork and Virtusa. Comfortable bridging theory and production, he also explores AI-driven automation in pharmaceutical and materials design—often prototyping agent-augmented pipelines that couple physics and language models. Based in Shanghai, he brings a rare blend of computational physics rigor and practical software delivery.
7 years of coding experience
2 years of employment as a software developer
BTech - Bachelor of Technology Computer Science and Engineering, BTech - Bachelor of Technology Computer Science and Engineering at Technno India UniversityMaster of Science - MS Data Science and Analytics, Master of Science - MS Data Science and Analytics at University College CorkDoctor of Philosophy - PhD Computational Chemistry, Computational Fluid Dynamics, Artificial Intelligence, Doctor of Philosophy - PhD Computational Chemistry, Computational Fluid Dynamics, Artificial Intelligence at Shanghai Jiao Tong University
Japanese, French, English, Hindi, Bengali, Chinese
Stackoverflow
1reputation
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Github Skills (106)
opencv10
python10
image-processing10
deep-learning10
javascript10
ml10
neural-network10
computer-vision10
browser-extension10
text-summarization10
active10
tensorflow10
nodejs10
css10
machine-learning10
Programming languages (10)
Github contributions (5)
Samsomyajit/s-atmech
Dec 2019 - Oct 2020
s-atmech is an independent Open Source, Deep Learning python library which implements attention mechanism as a RNN(Recurrent Neural Network) Layer as Encoder-Decoder system. (Supports all Models both Luong and Bhanadau).
Contributions:7 releases, 119 commits, 18 PRs in 9 months
attention-mechanismdeep-learningencoder-decoderneural-networkpython
Samsomyajit/Samsomyajit.github.io
Mar 2025 - Jul 2026
Contributions:1 review, 184 pushes, 3 branches in 1 year 4 months
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