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TanHiep-To/README.md

Good evening ☕, I'm Tan Hiep To

"Your imagination is your preview of life's coming attractions." — Albert Einstein

   

   


👨‍💻 About Me

I am a Master's Student in Computer Science at the University of Science (VNU-HCM), specializing in Artificial Intelligence and Machine Learning.
I graduated with Honors (GPA 9.41/10.0) and achieved a perfect score (10.0/10.0) for my thesis on Generative AI.

I possess a hybrid skillset bridging AI research and scalable software engineering, with a strong interest in LLMs, recommendation systems, and AI-native products.


💼 Work Experience

Junior AI Engineer @ First AI

(Jul 2025 – Present)
Focus: AI-native Search, Recommendation Systems, Large Language Models

  • Developed personalized recommendation systems for AI-driven search and social platforms.
  • Fine-tuned large language models (LLMs) on domain-specific data to improve ranking and explainability.
  • Implemented retrieval-augmented generation (RAG) pipelines with external knowledge sources.
  • Integrated external LLM APIs for semantic search and personalized content delivery.

Associate Machine Learning Engineer @ OPSWAT

(Jul 2025)
Focus: DeepCDR Team, Cybersecurity

  • Improved file type detection accuracy from 85% to 92% using deep learning models.
  • Optimized model inference latency for production pipelines.
  • Collaborated with security experts to align ML models with threat detection requirements.

Software Engineer (Contractor) @ Treasure Data

(Apr 2024 – Jun 2025)

  • Developed an AI document summarization agent, improving processing speed by 30%.
  • Built and maintained data connectors using Embulk and REST APIs.
  • Enhanced CLI tools to support QA and integration testing.

Undergraduate Researcher @ Software Engineering Lab (SELab)

(Sept 2023 – Present)

  • Conducted research on Generative AI, Stable Diffusion, and RAG.
  • Published work on adversarial robustness and autonomous driving segmentation.

📚 Education

Institution Degree Achievement Year
University of Science – VNUHCM M.Sc. Computer Science In Progress 2025 – Present
University of Science – VNUHCM B.S. Computer Science GPA 9.41/10.0 (Honors) 2021 – 2025

🛠 Tech Stack

Languages AI & Machine Learning Backend & DevOps
Python · Java · C++ PyTorch · TensorFlow · HuggingFace Django · Docker · AWS
SQL · Shell · Ruby OpenCV · LangChain · RAG PostgreSQL · MongoDB · Embulk

🔬 Projects

💻 Open Source & Engineering Projects

Project Tech Stack Description
Embulk Marketo Plugin Java · Ruby Enhanced open-source plugin for Marketo REST API ingestion with improved scalability.
Question Answering System BERT · Streamlit Fine-tuned QA system with Google Search integration, improving response time by 25%.
Adversarial NLP Defense PyTorch · TextAttack Improved robustness from 0% to 95.24% using adversarial training.
Remote Control PC Java · Socket Built remote control app with process management and screen capture.

🏆 Honors & Awards

  • 🥇 Outstanding Student in Scientific Research (2023)
  • 🏅 Top 100 Outstanding Students – VNU (2023)
  • 🎓 Ranked 1st Best Student – Faculty of IT (2021)
  • 🥉 Third Prize – Provincial Informatics Competition (2020)

📜 Certificates

  • AWS Certified Developer – Associate
  • AWS Certified AI Practitioner
  • Machine Learning Specialization (Coursera / Stanford)
  • Deep Learning & Reinforcement Learning
  • FPT AI Compass

📊 GitHub Stats


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    JavaScript 2