chan ekmongkol
ai engineer & researcher: turning intelligent systems into real business outcomes
I am an AI Engineer and Researcher who builds intelligent systems that solve real business problems, not just research prototypes. My work connects deep learning, production engineering, and practical business strategy.
I design and ship end-to-end AI solutions: from fine-tuning vision models for Khmer OCR and building autonomous research agents, to deploying fast FastAPI backends and AI-powered platforms that serve thousands of users in production.
My approach is simple: understand the business problem first, then build the most practical AI solution for it. Whether that means a local LLM pipeline that protects sensitive data, a computer vision model that digitizes classroom notes, or an agentic workflow that replaces hours of manual work.
what i do for your business
ai solutionsShip production-ready AI features, not demos: end-to-end from model to API to UI.
Replace manual workflows with agentic pipelines. Cut hours of work down to seconds.
Domain-specific models trained on your data. OCR, classification, and extraction on your infrastructure.
Run LLMs and RAG on your own hardware. Zero data leaves your environment.
core focus areas
specializations- 01.Business-Driven AI Solution Design
- 02.Computer Vision & Document OCR
- 03.Autonomous Agentic AI & RAG Pipelines
- 04.Local LLM Inference & Serving
- 05.High-Throughput Backend Architecture