Project Deep Dive — 2025 — WCHL25 Global Finalist
LikAI
A B2B platform on the Internet Computer Protocol that helps Philippine shrimp processors transform their supplier network into compliant, resilient farms through AI coaching, real-time monitoring, and on-chain certification.
- Role
- AI Integration & Frontend
- Year
- 2025
- Stack
- React 19, Vite, Python, LangChain, Grok API, ICP Blockchain, Motoko, Radix UI, Tailwind CSS
LikAI is a blockchain-powered B2B platform built on the Internet Computer Protocol that helps Philippine shrimp processors turn their supplier network into compliant, resilient farms — AI coaching for farmers, real-time monitoring for processors, and on-chain certification.
Situation
Philippine shrimp exporters depend on networks of small supplier farms, and keeping those farms compliant with GAqP (Good Aquaculture Practices) is a real, ongoing industry struggle — non-compliance threatens export accreditation. Our team, Web3-Iligan, took this problem to the World Computer Hacker League 2025, building on the Internet Computer Protocol.
Task
In a team of five, I owned the AI side of the platform — the farmer-facing chatbot and onboarding intelligence — plus major frontend work, including migrating the entire architecture off Next.js.
Action
- Built the AI chatbot with Python, LangChain, and the Grok API for 24/7 biosecurity guidance
- Developed the AI-driven farmer onboarding that generates personalized compliance action plans
- Migrated the frontend from Next.js to Vite React for better performance
- Implemented design improvements across the platform UI
- Worked alongside teammates building the ICP canisters, on-chain NFT certification, and Internet Identity auth
Result
- Advanced to the WCHL 2025 Global Finale — top 30% of teams worldwide
- Live deployment on the Internet Computer Protocol
- A working AI coaching pipeline from onboarding to daily farmer guidance
In pictures
