Building intelligent systems at the intersection of research and production.
I build things that are
actually useful.
I'm a Computer Engineering student at Thapar Institute, building at the intersection of AI research and production systems. My work spans agentic AI architectures, LLM optimization, and full-stack engineering, always aimed at making intelligent tools that researchers and developers actually want to use.
I work across the full AI engineering stack: from multi-agent systems and RAG pipelines to Chrome extensions with on-device ML, CLI tools that profile hardware and recommend optimal models, and platforms that turn dense academic papers into actionable insights. If it can be made smarter or more autonomous, I'm interested in it.
Previously, I led technical initiatives and event coordination at MLSC Thapar. Outside of building, I explore cutting-edge papers in NLP, multi-agent systems, and LLM efficiency.
The stack behind the systems.
41+ technologies across 6 domains. Hover any row to pause.
Hover any row to pause · Each row scrolls continuously
Where I've worked
and shipped.
- Built hybrid agentic mental-health chatbot with modular agents (safety, emotion, sentiment, trend), orchestrated via a Controller LLM with deterministic routing and guardrail enforcement.
- Implemented responsible AI mechanisms including safety filters, risk-aware escalation, and prompt constraints, improving reliability, ethical compliance, and response stability under sensitive scenarios.
- Engineered a full-stack Thapar Datesheet Generator using Flask, MySQL, and Jinja, integrating multithreading to automate end-to-end schedule generation, reducing processing time by 3x vs legacy workflows.
- Incorporated features like subject swapping, room swapping, and real-time resolution of room, faculty, and seating constraints.
- Developed a Flask-based platform with HTML/CSS, improving page load speed by 35% and enhancing accessibility.
- Integrated AI-driven form detection using Mediapipe, automating posture analysis and reducing manual corrections by 70%.
Recognition
that followed.
Samsung PRISM Hackathon
Won Samsung's PRISM hackathon for building KONTA toa Chrome extension for personal knowledge management using semantic embeddings and the Louvain community detection algorithm.
Robowars, Saturnalia
Won the Robowars competition at Saturnalia, Thapar Institute of Engineering and Technology.
Commit history
in the last year.
Let's build
something.
Open to internships, research collaborations, and interesting side projects. Drop a message and I'll reply within 24 hours.
sanyamwadhwa.in@gmail.com