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Nice stuff I've built

Side Hustles

Neural Food Search
Open-Source
Neural Food Search

Production-grade GenAI search pipeline with hybrid retrieval, LLM reranking, and full MLOps lifecycle.

Signature Verify
Open-Source
Signature Verify

AI-powered signature detection and verification — YOLOv12s + SigNet with custom fine-tuning and live demo.

Academic Projects

Bailarn
Open-Source
Bailarn

Thai NLP library and interactive demos for low-resource language processing.

More on the way

Always building something new. Check back soon.

About These Projects

A collection of my work across data science, AI, and product engineering — from full-stack prototypes to enterprise data platforms.

Each project focuses on connecting analytics, automation, and design to create meaningful impact.

Technical Skills
  • Full-Stack Builder
    End-to-end development mindset — able to design, code, and deploy complete data or AI solutions independently for faster iteration and delivery.
  • Python
    Data engineering, analytics automation, and machine learning development
  • SQL
    Advanced query optimization, data modeling, and warehouse design
  • Machine Learning
    LLMs, NLP, recommender systems, and predictive modeling
  • Cloud & Architecture (GCP / Azure)
    Data platform design, IaC with Terraform, and cost-optimized architecture
  • Docker & Kubernetes
    Containerization, scalable deployment, and orchestration for ML workloads
  • CI/CD & MLOps
    End-to-end model lifecycle, MLflow, GitHub Actions, and Vertex AI
  • Web Development
    FastAPI, React, and Next.js for interactive data applications
  • BI & Visualization
    Power BI, Superset, Tableau, and executive-level dashboards
  • Data Governance & Security
    Lineage, Purview, access control, and SOC compliance
Get in Touch
  • amarin.jettakul@gmail.com
  • Bangkok, Thailand