Work & case studies
Selected projects in AI engineering, data systems, full-stack product development, and automation for real businesses.
- Full-stack2025
Camunda — Operate UI, Observability & API Strategy
Led Operate UI migration to v2 API, cross-product observability foundations, and OpenAPI adoption across SaaS and self-managed deployments.
ReactTanStack QueryTypeScriptGrafanaRead case study - AI2022–2024
HubSpot — Lead Systems, Call Summarization & Data Quality
Built and maintained APIs for call summarization, lead domain parsing and enrichment, and UI tools for RevOps and sales during global reorg.
PythonNode.jsReactAPIsRead case study - Data2021–2022
Hypertrade — Sales & Promotion Forecasting at Scale
Designed, trained, and deployed ML models for sales and promotion forecasting for international retailers, achieving 79% average prediction accuracy.
PythonTensorFlowScikit-learnGoogle BigQueryRead case study 
Full-stack2025Hell Meat — E-commerce & Multi-Platform Operations
Founded and scaled an e-commerce brand selling spicy dried meat in Thailand; 100+ orders/month across Shopee, Lazada, and TikTok.
E-commerceWeb developmentMulti-platformOperationsRead case study
Full-stack2024Bot Trading Platform — Crypto Trading Microservices
Cloud-hosted microservice platform for linking Binance accounts and configuring trading strategies across 10 crypto pairs.
GoPythonReactKubernetesRead case study
Data2023Real Estate Analytics — Bangkok Condo Price Forecasting
ML-powered analytics app for Bangkok condominium investment; forecast price per SQM by area, BTS distance, size, and road access.
PythonMachine LearningData AnalyticsReal EstateRead case study