Sampad Adhikary

Spearheading the transition into deep-tech hardware products, serving as the technical lead for a cross-functional team of 5 engineers to architect Edge-AI and Agentic systems using Python. Developed hybrid Edge-AI video analytics pipeline on NVIDIA Jetson devices, utilizing Python and NVIDIA DeepStream SDK for real-time detection of safety incidents. Designed 'Cascaded Inference' architecture in Python, routing ambiguous frames to cloud-based LLMs and VLMs for semantic verification. Led end-to-end system design and development for Roboi project, integrating multi-modal agents with CCTV feeds for natural language querying. Architected multi-agent system using Python and Google Cloud Agent Development Kit, utilizing NLP to automate business operations and generate predictive analytics for automotive sales forecasting. Engineered deterministic KYC engine in Python chaining 50+ APIs via custom MCP servers, implementing automatic retry logic for atomic transactions. Implemented RAG for long-term memory and mentored developers on prompt engineering. Engineered distributed data ingestion pipeline processing nationwide datasets, optimized OLAP schema (ClickHouse + Python), developed secure REST APIs with RBAC for enterprise clients. Achieved 90% reduction in API execution time by refactoring legacy code into asynchronous microservices. Engineered custom PaddleX OCR pipeline for sub-second captcha solving.

Led end-to-end development and launch of 5+ EdTech and SaaS platforms, scaling infrastructure to support 1,700+ active users. Designed serverless backend on Google Cloud Platform using Cloud Run and Firestore, implementing auto-scaling policies. Engineered containerized cybersecurity labs using Docker for hands-on penetration testing. Built scalable REST APIs using Django and Python, integrating multi-tenant authentication and payment gateways (Stripe/Razorpay).

Developed full-stack Web3 applications (tryweb3.tools), integrating Ethereum smart contracts with React frontends for interactive blockchain learning. Deployed and tested Solidity smart contracts on Ethereum and Solana testnets for educational labs.