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
Web resume
Pakon Poomson
AI 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
- GitHub
- github.com/Praciller
- linkedin.com/in/pakon-poomson
Capabilities
Data Engineering
- Python
- SQL
- DuckDB
- dbt-style modeling
- Data validation
- Reproducibility
AI Systems
- RAG
- Retrieval
- Provider routing
- Guardrails
- Offline evaluation
- Multimodal extraction
ML/MLOps
- Backtesting
- Interval monitoring
- Experiment tracking
- Model registry metadata
- scikit-learn
- PyTorch
Full Stack
- FastAPI
- React
- Next.js
- TypeScript
- Pydantic
- REST APIs
Thai AI/Data
- Thai NLP
- Buddhist Era normalization
- Bilingual evidence UI
- Confidence routing
- Public data provenance
Experience
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
Demo available
Customer Support RAG Triage Agent
A retrieval-grounded support triage workflow with observable steps, citations, evaluation, and fallback behavior.
Case study
RetailGuard Data Platform
A local retail analytics platform spanning source seeding, incremental extraction, privacy-aware transformation, quality gates, warehouse loading, and evidence reporting.
Demo available
Thai Procurement Intelligence
A bilingual public-data analytics workflow spanning official-source ingestion, SHA-256 verification, provenance, validation, evidence views, quality reporting, and source-linked assistant retrieval.
Frontend showcase
Explainable Cancer Diagnosis ML
A governed ML evidence path spanning deterministic data splits, validation-only selection, locked evaluation, malignant-class explainability, checksum validation, strict API contracts, and a read-only frontend showcase.
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