Majoring in Mechanical Engineering, undergrad at IIT Bombay, with a Minor in AI & Data Science (CMInDS). Bridging stochastic modeling, portfolio optimization and machine learning with ultra-low-latency autonomous control runtimes.
PROFESSIONAL TRAJECTORY
Research Consultant (Master Consultant • Top 10%)
Selected as 1 of 12 global consultants to attend the Global IQC'25 Finals in Singapore. Engineered a diversified alpha portfolio yielding an after-cost out-of-sample IR of 2.39 across 320+ submitted alphas with self-correlation ≤ 0.25.
Controls & State Estimation Engineer • Team Manager
Developing India's first Level 5 autonomous car in a 30+ engineer team. Engineered 100 Hz HyperMPC on LibTorch-Acados C++ for F1TENTH racing and a Joint EKF fusing RTK GNSS and IMU for full-scale vehicle localization.
RESEARCH & IMPLEMENTATIONS
Integrated Gaussian HMMs, Random Forest meta-models, and convex allocation across 503 equities. Engineered 250+ alpha features, CUSUM sampling, and Purged 5-Fold CV with 1% embargoes.
Hybrid Neural-MPC controller for 6-DOF active suspension using OSQP and Joint EKF. Distilled a 40-step MPC into a 4,736-parameter policy with 20k expert trajectories, cutting peak angular velocity by 3x.
Mid-frequency Bitcoin options/futures trading simulator with slippage modeling, async ccxt API execution, dynamic strike selection, and Multi-Armed Bandit tuning.
Direct Hybrid Collocation PINN estimating Young's modulus fields across 3 AM lattice specimens. Unified 8 DIC anchors with 10,000+ Sobol points enforcing 2D Cauchy Momentum PDEs.
Multi-agent AI system for autonomous sky survey exploration, transient detection, and hypothesis generation. Built Gemini benchmark, Neo4j knowledge graph, and Swift FITS pipeline.
EDSR with 32 residual blocks and PyTorch AMP. Trained over 290k iterations, achieving 34.84 dB PSNR on DIV2K and 37.47 dB PSNR benchmarking SRCNN on Sen2Venus satellite imagery.
CAPABILITIES MATRIX
ACADEMIC EXCELLENCE
B.Tech in Mechanical Engineering • Class of 2028
Minor in Artificial Intelligence & Data Science • Centre for Machine Intelligence and Data Science (CMInDS)