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Pakon Poomson

AI Engineer | GenAI Engineer | Data Engineer

I am an AI Engineer at Seagate Technology building practical GenAI automation, internal engineering tools, and backend data workflows. My public projects demonstrate production-style thinking across retrieval, multimodal extraction, document analysis, forecasting, and explainable ML.

Profile

Location
Nakhon Ratchasima, Thailand

Capabilities

AI & Retrieval

  • Python
  • LangGraph
  • RAG
  • Qdrant
  • Embeddings
  • Gemini
  • Groq
  • Cerebras
  • Multimodal extraction
  • Structured outputs
  • Offline evaluation

Frontend

  • Next.js
  • React
  • TypeScript
  • Tailwind CSS
  • Recharts
  • Responsive UI

Backend & APIs

  • FastAPI
  • Pydantic
  • REST APIs
  • Node.js
  • SQLAlchemy
  • Provider routing
  • C#
  • Java

Data & Infrastructure

  • PostgreSQL
  • pgvector
  • IndexedDB
  • Apache Kafka
  • Apache Flink
  • VictoriaMetrics
  • Time-series data
  • Data normalization
  • Ingestion validation

Delivery & Operations

  • Git
  • GitHub
  • Docker
  • Vercel
  • Render
  • GitHub Actions

Experience

Jan 2026 - Present

AI Engineer

Seagate Technology

Builds practical GenAI automation and internal engineering workflow tooling while supporting backend and data-infrastructure work.

  • GenAI agents
  • C#
  • VictoriaMetrics
  • Apache Kafka
  • Apache Flink
  • Java

Sep 2023 - Jan 2026

Full-stack Developer

WANG CORPORATION CO., LTD.

Delivered full-stack applications and internal automation tools spanning computer vision, data extraction, civic-safety systems, multilingual meeting workflows, and operational web applications.

  • React
  • Next.js
  • FastAPI
  • PostgreSQL
  • Directus
  • Supabase
  • Docker

Selected Projects

Case study

Customer Support RAG Triage Agent

A retrieval-grounded support triage system with observable agent steps, safe fallback behavior, and measurable evaluation.

Demo available

Receipt AI Expense Tracker

A multimodal receipt-to-expense workflow with safe provider routing, human review, local persistence, and analytics.

Demo available

AI Resume Matcher

A validated document-analysis pipeline that converts a PDF resume and job description into a structured career report.

Case study

Climate CO2 Forecasting ML

An end-to-end forecasting and anomaly-analysis system with reproducible data preparation, model comparison, API serving, and dashboard evidence.

Education

Chulalongkorn University

Bachelor of Science, Chemical Technology

Aug 2017 - Jun 2021 · Bangkok, Thailand

Certification

Super AI Engineer Season 6: Foundation AI (Theory)

Artificial Intelligence Association of Thailand · 2026

View credential