Siddharth Verma
Undergraduate Researcher
Mumbai, Maharashtra, India
Summary
👤
Senior🎓
Top SchoolSiddharth Verma is an undergraduate researcher and applied ML tinkerer with nine years of hands-on experience building physics-informed generative models and ML systems. Currently at IIT Bombay he is developing a Riemannian flow-matching framework for end-to-end drug discovery that integrates retrosynthesis GenAI to ensure feasible synthesis pathways. His recent work spans generative AI for complex systems, satellite-derived climate forecasting, and resource-efficient molecule discovery—having previously identified novel high-performance explosives using low-data, commodity-hardware approaches. He has research stints at UCL, UIUC and NUS and practical quant dev experience at Sov.ai, blending academic rigor with industry-focused engineering. Based in Mumbai, Siddharth pairs a mechanical engineering background with deep interest in physics-informed ML and practical deployment constraints. He often chooses tractable, data-sparse problems where clever modeling and efficiency unlock real-world impact.
9 years of coding experience
1 year of employment as a software developer
Indian Institute of Technology BombayPrimary & Secondary Education(1-12th)CISCE, Primary & Secondary Education(1-12th)CISCE at Douglas Memorial Higher Secondary School Barrackpore
English, Hindi, Bengali, Spanish, Bhojpuri
Github Skills (11)
evolution9
rule9
python3
machine-learning3
keras1
classification1
classification-model1
webapp1
deep-learning1
tensorflow1
dog1
Programming languages (3)
Github contributions (5)
ryanurbs/ExSTraCS_GP_Hybrid
Apr 2018 - Sep 2018
Prototype code for integrating ExSTraCS rule evolution with GP tree evolution in a 'co-evolution' inspired framework.
Contributions:5 commits, 2 PRs, 2 pushes in 4 months
integratingprototypeevolutionrule
siddharth-verma60/ExSTraCS_GP_Hybrid
Apr 2018 - Apr 2020
Prototype code for integrating ExSTraCS rule evolution with GP tree evolution in a 'co-evolution' inspired framework.
Contributions:26 pushes, 4 branches in 2 years
integratingprototypeevolutionrule
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