Full-stack Data Scientist with 7 years building data products end to end, from raw data through modeling, deployment, and stakeholder hand-off. I've shipped production ML, NLP, and GenAI systems for a global enterprise, and in 2022 I was recognized as a top data scientist in the ASEAN region.
What I can help you with:
- GenAI / LLM apps: RAG systems, natural-language Text-to-SQL, chatbots, agentic and tool-using pipelines, prompt engineering, and hallucination mitigation.
- Machine learning: forecasting, classification, retention/churn models, and entity resolution / record matching across messy sources.
- NLP: text classification, sentiment, information extraction, transcript and document analysis.
- Data engineering and automation: ETL/ELT pipelines, SQL across cloud and on-prem warehouses, and automated reporting that delivers insights on a schedule.
- Deployment: packaging and shipping models and apps as containerized, tested, scheduled pipelines.
I care about reliable systems that make it to production and stay in use, with clear communication, realistic scoping, and clean, tested deliverables. Send me what you're trying to build and we can scope it together.
