ML-based predictive filtering for ECO optimizer on Samsung, Qualcomm and Renesas 3nm chips. Filtered 65% wasteful evaluations with no QoR degradation. Integrated Random Forest, LightGBM, XGBoost into C++ signoff tools.

Deployed DeepSeek R1 Llama 70B on Intel Gaudi2 cluster (8×98GB HPUs). Cut e2e latency 261s→46s, reached 1199 tokens/s. Fine-tuned with LoRA achieving 73.77% accuracy. Built multilingual RAG with Qdrant.

Adaptive NPC dialogue systems using fine-tuned LLMs with OCEAN personality modeling. Weighted temporal graphs for multi-agent knowledge diffusion. FastAPI middleware integrating GQ-6 metrics for therapeutic RL.

Decentralized peer-run real-time communication over TOR with hybrid blockchain storage. Best Poster — 47th National Systems Conference. Soonami Cohort 3 funded. Best Project Web3/AI for Good, IITD Tryst.

Empirical analysis of ESG score correlation with firm financial performance using Bloomberg Terminal data. Published in Springer Cureus journal via ICASSSD Summer School 2024.

Live pose classification and multimodal GenAI feedback for Yoga. Best Poster at DSC Conference (Waterloo, CAU Kiel, Birmingham). Grand finale winners of National Toycathon — Government of India funded.

NGINX media streaming on Intel Xeon Gold with high-speed NICs (e810-cqda2, xxv710). Linux VMs with KVM/QEMU and DPDK custom kernel drivers for high-speed packet processing.

Edge-optimized face recognition using EdgeFace (LoRaLin distilled layers) deployed on Raspberry Pi for security turnstiles and classroom attendance.

First Prize — IITD National Tryst RoboWars. Non-violent defensive battlebot with shock-resilient mechanics and closed-loop motor control. First junior high school team to beat funded collegiate teams nationally.

A decentralized chat application exploring peer-to-peer messaging without central servers. Built to understand the limits of federated communication.

AWS infrastructure management (EC2, S3, Lambda, DynamoDB, Route 53). Python backend APIs, WireGuard VPNs, self-hosted Nextcloud. Monitoring and logging pipelines across distributed systems.

Utilities for downloading and converting satellite imagery from ISRO data sources. Automates format conversion and batch processing of remote sensing data.

A self-hosted web application for tracking student attendance. PHP/MySQL backend with a clean HTML frontend.