Nguyen Van
Quang

AI Engineer Intern

Passionate about leveraging artificial intelligence to solve real-world problems.
Specialized in machine learning, deep learning, and building intelligent systems.

Experience

I haven't had any expericence yet, plz hire me :((

Skills

Programming Languages

PythonSQL

Machine Learning

Linear/Logistic RegressionRandom ForestXGBoost

Deep Learning

CNNRNNLSTMTransformer

AI Frameworks

PyTorchTransformersLangChainPEFT

Web & Database

FastAPIPostgreSQLPinecone

Tools & Platforms

GitDockerLinuxAWS

Projects

Image to LaTeX Converter

Deep learning model that converts images of mathematical formulas into LaTeX code using a ResNet-18 backbone combined with a Transformer decoder for sequence generation.

Key Results:

  • • BLEU-1: 81.06%
  • • Exact Match: 25.15%
  • • Character Error Rate: 14.28%
PythonPyTorchFastAPICNNTransformer

RAG-based Knowledge Assistant

Intelligent RAG system for querying both local documents and URLs with advanced two-stage retrieval: semantic search combined with Cohere reranking for improved relevance.

Features:

  • • End-to-end data processing pipeline
  • • Document parsing and URL extraction
  • • Recursive text chunking and embedding
  • • User-friendly Streamlit interface
PythonLangChainStreamlitDockerPostgreSQL

Fine-tuning Gemma Models for Medical QAs

Advanced fine-tuning of Gemma models for Vietnamese medical question-answering tasks, including both embedding models and instruction-tuned models.

Embedding Model (LoRA):

  • • Model: embeddinggemma-300m
  • • Dataset: viet-med-qa (~10k rows)
  • • Accuracy@1: 44% → 85%
  • • NDCG@10: 0.60 → 0.92

Instruction-tuned Model:

  • • Model: gemma-3-4b-it
  • • Dataset: VietnameseHealth-QA (~16k rows)
  • • Supervised fine-tuning
  • • Medical domain specialization
PythonTransformersPEFTUnslothWandB

Education

Bachelor of Science in Computer Science

Hanoi University of Civil Engineering

Sep 2022 - Jun 2026 (Expected)

GPA: 3.21/4.0

  • • Awarded scholarships for good academic achievements (2023, 2024)
  • • Focus on AI, NLP, and LLM

Machine Learning Specialization

DeepLearning.ai

IELTS Certificate

Overall: 6.0

Jul 2025

British Council

Get In Touch

I'm always interested in new opportunities and collaborations. Feel free to reach out if you'd like to discuss AI projects or potential opportunities.

qcontact.12@gmail.com(+84) 888 987 400