AI Engineer · 50+ merged open source PRs
I build autonomous AI agents and fine-tune LLMs for production. Previously #1 on ARC-AGI.
Currently: Ai Researcher @ Parsewave.ai
Skills: Agents · Fine-tuning / QLoRA · RAG · Next.js / TypeScript · Python / Transformers
| Project | Outcome | Stack |
|---|---|---|
| Agent7 | No-code agent platform — 1,000+ connectors, 20,000+ tools, multi-hour autonomous sessions | Next.js, TypeScript |
| Personality Clone | Style emulation via siamese + contrastive learning — 92% accuracy (+28% vs baseline) | TensorFlow, QLoRA, CUDA |
| Parameter Golf | 1.1271 BPB on a 16MB model (XSA4 + EMA + GPTQ-Int6) | Python, Transformers |
| Autopilot | AI-driven OS automation with ReAct agents + command sandboxing | Python, LLM Agents |
35 merged PRs across AI/ML frameworks — correctness, security, and production hardening. Full list: github.com/pragnyanramtha
| PR | Impact |
|---|---|
openai-node · #1884 |
TypeScript SDK correctness |
langgraphjs · #2407 |
Agent-graph / LangGraph JS fixes |
pydantic-ai |
Framework hardening |
agno |
Agent framework correctness |
mem0 |
Memory-layer production patch |
Also: observability (opik, openinference, openlit), embeddings (lancedb, pinecone), tooling (promptfoo, fastmcp, dstack, chainlit), plus 6 Dify plugins merged.
🥇 #1 on ARC-AGI Public Leaderboard — Test-Time Training for fluid intelligence benchmarks
🏆 Winner, IEEE Summer of Code 2025 · Winner, NIAT RAG Challenge · Winner, Empathy Encryption Hackathon · Winner, Daydream Hyderabad
🏅 Top 0.5% Finalist, Shell AI Hackathon 2025 · Finalist, Smallest AI × IIT G
Founder — Agent7 · 2025–Present
Solo from zero to production. 1,000+ app connectors, 20,000+ tools, autonomous sessions running hours to days.
Software Engineer — Learnable India · Apr 2026–Present
Assistive software for blind learners — screen-reader workflows and AI-powered tools.
Agentic AI Developer — Reputation Dao · Aug 2025–Jan 2026
GCP serverless backend (99.9% uptime), 50% inference latency reduction, RAG pipeline.
ML Engineer (Freelance) — Six Axis Studios · Feb–May 2025
World-model research for architecture workflows, CAD-style design generation.
B.Tech Computer Science (Data Science) — NIAT/MRV University
Machine Learning Specialization (Stanford) · CS50 (Harvard)
- Why OpenAI Sent Me $500 (Parameter Golf)
- How I Reached #1 on ARC-AGI-2
- Fine-Tuning Smaller Models for Reasoning