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hengkp/README.md

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LinkedIn GitHub Portfolio Email

🧑‍💻 About Me

Kriengkrai Phongkitkarun (Heng) — Applied AI Engineer & Technical Lead based in Nakhon Ratchasima, Thailand.

I architect AI-assisted software applications, orchestrate multi-omics data pipelines, and drive digital transformation. My expertise bridges the gap between complex exploratory data (spatial transcriptomics, whole-slide pathology, retail databases) and practical, reproducible software systems.

  • 🔬 Currently a Bioinformatician at Faculty of Medicine, Siriraj Hospital, Mahidol University
  • 🚀 Co-founder & CTO at Happlen — an early-stage AI startup building personalized health agents
  • 🎓 M.Eng. in Biomedical Engineering | B.Eng. in Chemical Engineering — Mahidol University
  • 🏆 Super AI Engineer Season 6 participant (Batch 6, ID: 602104)
  • ☁️ AWS Certified Cloud Practitioner
  • 🌱 Always learning — currently deep into LLM orchestration, RAG systems, and Vision Foundation Models

🛠️ Tech Stack

AI & Machine Learning

Python PyTorch Scikit-Learn LangChain Streamlit FastAPI

Cloud & Infrastructure

AWS Docker Linux Nextflow Git Bash

Data & Databases

PostgreSQL Supabase SQL Google Colab Jupyter

Frontend & Mobile

React Native SwiftUI HTML5 Tailwind CSS

🔬 Selected Projects

Project Description
🏥 Morpho-Metabolic Foundation Models Leveraging pathology foundation models (Virchow2, UNI2-h) on H&E whole-slide images to predict metabolic scores across massive cohorts (TCGA, n=516)
🤖 Happlen — AI Health Agent iOS-first personalized AI agent with retrieval-based memory, OCR review pipelines, and human-in-the-loop AI workflows
🏪 Sorkorattool Digital Transformation Migrating 373,000+ sales records and 27,000+ products from paper to structured databases with AI-assisted categorization
🧬 Sarcoma Spatial Transcriptomics Analyzed CosMx 6K spatial data of ~1.94M QC-passing cells across 15 sarcoma lesions using K-means, UMAP & Sankey visualizations
📊 Super AI Engineer S6 Hackathons 4 Mini-Hackathons — Data Storytelling, OCR Pipeline, RAG System & Individual AI Challenges

📜 Certifications

Certification Issuer Year
Supervised Machine Learning: Regression and Classification Coursera 2025
Advanced AI & Machine Learning aFTi 2025
AWS Certified Cloud Practitioner Amazon Web Services 2024
Introducing Generative AI with AWS Udacity 2024

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