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trahoangdev/README.md
Hoang Trong Tra. AI Engineering. Build useful. Build with AI. Connecting LLMs, data and tools through code. An engineer works inside a monumental AI compute hall.

Hoang Trong Tra

Software Engineering · AI Engineering & Full-stack Development

Learning. Building. Shipping.

Portfolio LinkedIn Email


Build. Learn. Repeat.

I'm Tra, a software engineering student in Ho Chi Minh City, Vietnam, building toward a career in AI Engineering.

My foundation is full-stack development. My focus is connecting language models to knowledge, tools, and usable interfaces. I build with TypeScript and Node.js, and I'm developing my Python skills for AI applications.

From models to applications.

AI workflow: context and retrieval, language models, tools and APIs, then usable software.

Retrieval & knowledge
Exploring embeddings, vector search, and RAG pipelines that bring relevant context into AI applications.

Agents & tools
Working with LLM APIs and the Model Context Protocol to connect models with backend services and useful actions.

Evaluation & reliability
Learning to evaluate response quality, handle failures, and balance latency and cost.

End-to-end delivery
Bringing AI features into web products through APIs, streaming responses, and interfaces built with React and Next.js.


Git workflow: a feature branch splits from main, receives commits, and merges back.

The toolkit.

Area Technologies & concepts
AI & retrieval Gemini OpenAI Pinecone RAG Vector Search MCP
Languages TypeScript Python JavaScript Java
Backend & data Node.js Express Supabase PostgreSQL
Frontend React Next.js Tailwind CSS shadcn/ui Redux Toolkit Framer Motion
Delivery & quality Docker GitHub Actions Vercel Jest ESLint Sentry

Notes from the work.

I write about Next.js, React, and clean code on my website.

For project conversations and technical discussions: trahoangdev@gmail.com.


Ideas into working software. Email Hoang Trong Tra at trahoangdev@gmail.com.

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