Shivam Sinha
Data Scientist |Quantitative Researcher | AI Engineer | IIT Madras
- Role
- Quant Ml Competition at Numerai
- Location
- Gaya, BR, IN
- LinkedIn followers
- 500 followers
About Shivam Sinha
Multidisciplinary Technologist bridging quantitative finance, AI research, and quantum computing to solve high-impact problems. Dual-degree holder (B.Tech Electrical Engg@ NiT kolkata + B.Sc Data Science @ IIT Madras) with proven expertise in:Quant Finance: Algorithmic trading (HFT), stochastic calculus, volatility modeling (GARCH), and portfolio optimization (Sharpe Ratio: 3.2).AI/ML: Transformers (GPT, BERT), LLMs, emotional AI, and time-series forecasting (accuracy improvements up to 94%).Skilled in building scalable backend systems and AI pipelines using Python, AWS, and CI/CD workflowsQuantum Computing: Quantum algorithms (Qiskit, Cirq), AI-driven error correction, and cryptographic optimizations (3X speedup).
Experience
Quant Ml Competition
Jan 2025 — Present
Achieved Sharpe Ratio of 3.2 using ensemble models (XGBoost, LSTMs) on hedge fund datasets.
Education
Indian Institute of Technology, Madras
Bachelor of Science - BS
2023 — 2027
DAV public School Cantt Area Gaya
Intermediate
2018 — 2020
Narula Institute of Technology 127
Bachelor of Technology - BTech
2021 — 2025
Jai Hind Public School Gaya
Matriculation
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