🚀 Portfolio
Table of Contents
🚀 Portfolio #
Explore my AI and Data Science projects that demonstrate real-world impact in language learning, conversational AI, and data science education.
🌟 Featured Projects #
🗣️ Canto AI - Cantonese Conversation Partner #
Language Learning | Conversational AI | Natural Language Processing
As a polyglot who speaks 9 languages, I understand the challenges of language learning. That’s why I built Canto AI - an AI-powered conversation partner that helps Cantonese speakers practice and improve their language skills through natural conversations.
Technologies: Python, OpenAI API, React, Node.js, AWS Impact: Helping Cantonese speakers practice and improve their language skills Role: Full-stack Developer & ML Engineer
📚 RAG Starter Kit #
Retrieval-Augmented Generation | Open Source | Documentation
An open-source starter kit and explainer for building RAG pipelines: ingestion, embeddings, retrieval, and LLM integration—documented on a dedicated page with links into the repo.
Technologies: Python, vector search patterns, LLM APIs
Role: Author & maintainer
🤖 Daily Python Tip Generator #
AI | Education | Content Generation
Built an AI-powered tool that generates daily Python programming tips using OpenAI’s API and Gradio for the interface.
Technologies: Python, OpenAI API, Gradio, Hugging Face Impact: Helping developers learn Python through daily, practical tips Role: Full-stack Developer & ML Engineer
🏆 Spectral Web3 Credit Scoring Challenge (2nd Place) #
Machine Learning | Web3 | Credit Scoring
Won $10,000 and secured 2nd place in Spectral Finance’s Web3 credit scoring competition, competing against top AI engineers globally. Built an innovative credit scoring model for Web3 applications using blockchain data and traditional financial metrics.
Technologies: Python, TensorFlow, Web3.py, Ethereum APIs
Innovation: First to incorporate on-chain behavior patterns in credit scoring
Prize: $10,000 USD Coin
Read the full strategy: How I Won $10,000 in a Machine Learning Competition
📧 AI Weekender Newsletter #
I write AI tutorials you can actually build and ship in my weekly newsletter AI Weekender. Join 2,200+ data scientists and engineers learning practical AI skills.
What you’ll get:
- 🚀 Step-by-step tutorials you can follow along with
- 📊 Real project examples from my development journey
- 💡 Insights and lessons learned from building AI products
- 🤖 Code snippets and resources to accelerate your learning
💬 Let’s Connect #
Want to discuss AI projects, share ideas, or just say hello?