Competitions
Organizer: Colosseum
Project: Agent Arc
Achievement: 🏆 3rd Prize in the AI Track out of 8,300+ global submissions — awarded $15,000
Description: Agent Arc is a non-custodial AI trading terminal that charges users only when it earns them profit. Powered by neural nets and LLMs, it autonomously analyzes market trends, executes trades, and adapts to live market conditions. Built fully on Solana for transparent, trustless operation—no pooled funds, no subscriptions, no manual effort.
My Contributions:
- Led frontend development using Next.js with seamless wallet integration and a modern UI.
- Built secure Privy-based login and token-based user authentication flows.
- Integrated smart contracts for staking and on-chain fee handling.
- Contributed to AI-driven trading logic and dynamic market behavior handling.
Organizer: Lablab.ai
Project: F1GPT — Formula One AI Chatbot
Description: A Retrieval-Augmented Generation chatbot delivering instant race insights, driver stats, and rule explainers. Built with Next.js 15, Vercel AI SDK, Puppeteer, LangChain, Astra DB (vector search), and GPT-5.
My Contributions:
- Implemented Puppeteer scrapers and LangChain chunking for knowledge ingestion.
- Integrated Astra DB vector store with embeddings for semantic retrieval.
- Developed a robust AI/ML API layer connecting OpenAI GPT-5 endpoints with real-time query pipelines.
- Deployed and optimized inference with GPT-5 for contextual Q&A.
- Designed and built the Next.js 15 frontend with streaming chat UI via Vercel AI SDK.