Supriyo Banerjea
M.Tech (Research) Al @ IITH’27 • AIR 336, GATE DA 2024
Kandi
2+ years of work experience
Jul 20242 yrs 2 mosPresent
Hyderabad, Telangana, India
May 20263 mosJul 2026
Shinagawa-ku, Tokyo, Japan
· Built a probabilistic 7-day survey response forecasting system to optimize panel capacity planning and real-time field operations.
· Engineered a Hierarchical Bayesian Survival model with natural depletion using PyMC and JAX, blending ML propensity scores with real-time Laplace posterior updates.
· Implemented a Monte Carlo engine simulating 10,000 trajectories, dynamically blending CDFs to mitigate early-data noise.
· Validated model reliability on a chronological 500-project hold-out set via a leakage-safe PySpark pipeline on Databricks, achieving 93.5% CI coverage with 24 hours of observed data.
Supriyo’s AI Stack
Education
Master of Technology - MTech, Artificial Intelligence
Indian institute of technology Hyderabad
20243 yrs2027
Bachelor of Technology - BTech, Computer Science and Engineering
Heritage Institute of Technology
20204 yrs2024
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