AI Researcher & Builder

Ashwani
Burnwal

Self-taught programmer and aspiring AI researcher with strong foundations in algorithms, competitive programming, and modern software development. Actively explores contemporary AI researchβ€” especially agentic systems, inference-time optimization, and SWE-driven ML.

Python AI/ML Agentic Systems Algorithms TypeScript

✦ Achievements & Honors

πŸ… INOI Bronze Medalist (2024) β€” Indian Olympiad in Informatics; ranked among top ~50–60 competitive programmers in India (first attempt).

🌍 International Youth Mathematical Challenge β€” Qualified (2022) β€” Cleared qualification and pre-final rounds.

β—ˆ Research Focus

1. Inference-time optimization and efficiency tricks

2. Agentic systems and tool-using LLMs

3. Software-engineering-centric ML systems

β–£ Featured Projects

10β˜…

pixel-perfect

CLI that helps migrate your tech stack for your webapp β€” automate UI framework conversions and design system upgrades.

Python CLI Automation
5β˜…

more

Research tackling bottlenecks in video generation AI β€” original ideas, architectural improvements, and empirical studies.

PyTorch Research Video GenAI
4β˜…

skill-optimizer

Optimize AI agent skills using DSPy and Agno β€” fine-tunes LLM agents for better tool selection and reasoning.

DSPy Agno Agents
self-hosted

labswarm

Autonomous research swarm using the Agentica SDK β€” multi-agent system with SQLite persistence, FastAPI dashboard, and arXiv/bioRxiv/PubMed integration.

Agentica FastAPI SQLite
2β˜…

migru ( migraine support )

A warm, voice-first AI agent built to support people through migraines β€” ambient presence, gentle check-ins, and pain tracking.

Healthcare Voice AI Social Good
core project

aaspaas

Digitizing local businesses β€” connecting hospitals, restaurants, and retail with student delivery partners. Platform for the next million micro-businesses.

Full-stack EdTech Platform
3β˜…

clawbridge

Deploy OpenClaw-style agents to any AI agent framework β€” portable agent abstractions across Agno, LangChain, and more.

Agents Interoperability Open Source

◐ More Experiments