Hello.
I’m Daniel Pyae (Pyae Sone Hein), an AI engineer and full stack developer in Singapore. My work spans applied machine learning, AI agents and the web applications that put them to use.
- Based in
- Singapore
- Now
- Full Stack Developer (AI) at OOm
- Focus
- AI agents, LLM evaluation & GEO
- Recognition
- Winner, Daytona HackSprint SG 2026
01 — What I work on
Four kinds of craft- 01
Agents & evaluation
Make it reason — then prove it.
- PythonModels, pipelines, evals
- RAG & LangChainRetrieval and generation
- A2A & MCPAgents that use tools and each other
- DeepEvalRegression tests for agent output
AI agents that draft SEO proposals at OOm
- 02
Services & data
Quiet machinery that never drops a job.
- FastAPITyped, async APIs
- Node.jsServices and tooling
- Redis / RQQueues for long-running work
- MongoDBDocuments at client scale
A FastAPI crawler on Redis/RQ behind a GEO platform for 300+ clients
- 03
Interfaces
The part people actually touch.
- TypeScriptContracts the compiler checks
- React & Next.jsApps and sites like this one
- GSAPMotion with a purpose
- CSSLayout, theming, scroll effects
Responsive React and Next.js apps for freelance clients
- 04
Delivery
Shipped, secured, kept running.
- AWS ECS FargateContainers in production
- DockerSame build everywhere
- VercelFront ends on every push
- SupabaseAuth and Postgres for small apps
Role-based access for 20 roles across 5 services
02 — Where I’ve built
Full résumé (PDF)- Mar 2025 — PresentSingapore
Full Stack Developer (AI) · OOm
A Generative Engine Optimisation (GEO) platform for 300+ clients, AI agents for SEO proposals, a FastAPI crawler on Redis/RQ, and role-based access for 20 roles across 5 services — shipped with Docker on AWS ECS Fargate through GitHub Actions CI/CD.
- Dec 2023 — Feb 2025Remote
Freelance Web Developer
Responsive React and Next.js applications with AWS and Firebase, deployed through Vercel.
03 — Education
Singapore- Mar 2025
Bachelor of Computer Science (Big Data)
University of Wollongong
- Apr 2023
Diploma in Information Technology
Singapore Institute of Management
04 — Toolbox
What I reach forFull stack
- Python
- TypeScript
- FastAPI
- Node.js
- Express
- React
- Next.js
AI & agents
- RAG
- LangChain
- Agent orchestration
- DeepEval
- A2A
- MCP
Machine learning
- Recommender systems
- KNN
- Cosine similarity
- LightGBM
- CNNs
Data
- MongoDB
- MySQL
- Supabase
- Redis/RQ
Cloud & delivery
- AWS ECS Fargate
- Bedrock
- S3
- Docker
- GitHub Actions
- CloudWatch
- Vercel
PythonNagini