Professional Overview
Hey, I’m Kevin Huang, an AI Developer / Machine Learning Engineer (GenAI + MLOps) based in Canada, building production-ready LLM applications that turn messy, unstructured data into useful answers and real business outcomes. What I do best: ✅ Build and productionize RAG pipelines (LangChain, embeddings, vector search).
Experience
AI Expertise
Skills
Employment Type
Description of Responsibilities
- Engineered a binary audio classification pipeline extracting 63 handcrafted feat
- Conducted multi-method feature importance analysis using mutual information.
- Benchmarked three classical ML classifiers (Random Forest, XGBoost, SVM with RBF
- Improved real-world generalisation on unseen ElevenLabs voices from 2/3 to 8/8.
AI Expertise
Skills
Employment Type
Description of Responsibilities
- Developed and deployed GenAI-driven analytics services using Python, LangChain
- Partnered with data scientists and architects to prototype and validate RAG.
- Built and maintained embeddings workflows and vector search services.
- Automated model and application delivery with Docker, Git, and CI/CD.
Areas of Expertise
AI & Machine Learning Engineers
Design, train, and ship production ML models — from data pipelines to model inference at scale. Covers supervised learning, neural networks, LLM integration, and model optimisation.
