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tylerphamm/README.md

Hi, I'm Tien Pham Dinh 👋

AI Engineer — I build AI agents, computer-vision systems, and the MLOps that ships them to production

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🚀 About me

  • 🤖 Currently building AI agents for robots at Vin Dynamics
  • 🧠 2+ years turning research into reliable products — multi-agent platforms, RAG systems, face-recognition pipelines, real-time video analytics
  • 🏗️ I care less about benchmarks on paper, more about systems that work when real users show up
  • 📍 Based in Hanoi, Vietnam · also known as Tyler Pham

🛠️ Tech Stack

LLMs & Agents

LangChain LangGraph vLLM RAG LiteLLM

Computer Vision

YOLO DeepStream ONNX TensorRT OpenCV

MLOps & Cloud

GCP Kubernetes Docker Terraform GitLab CI Prometheus Grafana

Data & Backend

Python FastAPI Kafka Spark PostgreSQL Milvus Redis


🔭 Selected work

Project What it is
Savvy Agent Enterprise assistant on LangChain & LangGraph — policy Q&A via RAG, business reports, timesheet integration
eKYC Pipeline Face verification: RetinaFace detection + MiniFASNet liveness/anti-spoofing + ArcFace recognition
Real-time Video Analytics NVIDIA DeepStream pipelines over RTSP with YOLO detection and CLIP semantic video search
Agent SDLC Multi-agent system where each agent owns a software-lifecycle role, on the GoClaw framework
LLMOps — Legal QA Production MLOps on GKE: CI/CD, ELK + Prometheus/Grafana, Terraform IaC, LiteLLM routing, Redis semantic caching

🏆 Achievements

  • 🥇 Champion — Vibe Code Hackathon @ Savvycom
  • 🔟 Top 10 — HCMC AI Challenge
  • 🥇 1st Prize — VFOSSA Open Source Contest
  • 🎖️ Consolation — National Student Informatics Olympiad

📊 GitHub Stats

GitHub stats

Top languages Most used languages

Productive time GitHub streak


Happy Coding ✨

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