Nguyen Le Hoang

About

Software Engineer

Recent INSA Rennes graduate with a passion for Artificial Intelligence and Software Development. Skilled in deep learning, computer vision, and DevOps fundamentals, with hands-on experience in building AI models and optimizing system performance. Always eager to learn, solve complex problems, and contribute to innovative projects.

  • First name: Le Hoang
  • Phone: +33 6 95 98 84 07
  • City: Rennes, France
  • Origin: Da Nang, Vietnam
  • Last name: Nguyen
  • Age: 23
  • Degree: Engineer
  • Driving license: B2

Languages

English (IETLS B2, TOEIC B2)
Professional Working Proficiency
Vietnamese
Native or Bilingual Proficiency
French (DELF B2)
Limited Working Proficiency

Interests

Baseball

Comic

Movies

Piano

LoL

Eating

Resume

Experience

Computer Vision Engineer Intern

Lacroix Impulse, Rennes, France

Mar 2024 – Sept 2024

Project: Multi-Task Learning for Traffic Estimation

Responsibilities: Researched, developed, and evaluated a deep learning model from scratch to achieve multi-task objectives for embedded systems.

  • Designed and implemented a deep learning model capable of performing object localization, direction estimation, and velocity prediction simultaneously
  • Optimized the model's inference time to ensure compatibility with resource-constrained embedded systems
  • Conducted testing and evaluation to validate the model's accuracy and efficiency using synthetic data

Software Engineer Intern

IRISA (Institute for Research in Computer Science and Random Systems), Rennes, France

June 2023 – Oct 2023

Project: Triangle

Reponsibilities: Improved the user interface of an AI-powered geometry teaching application for tablets

  • Implemented an educational assistant feature within the application, enabling users to receive personalized guidance and support
  • Designed and implemented interactions between the user and the educational assistant, ensuring seamless and effective communication
  • Extracted and presented relevant results to users based on their interactions with the application

Full stack developer intern

Orient Software, Da Nang, Vietnam

June 2022 – Aug 2022

Project: Sample App

Reponsibilities: Built a basic social website from scratch using the Ruby on Rails framework

  • Developed user authentication features, including sign up, log in, session management, remember-me and account activation
  • Implemented user profile management features, including creation, retrieval, updating, and deletion
  • Incorporated features to allow users to create posts, follow others on the platform
  • Deployed the website to the Heroku cloud platform

Education

The Institut National des Sciences Appliquées de Rennes (INSA Rennes)

Rennes, France

Sept 2019 – Sept 2024

Engineer’s Degree in Computer Science (Master 2)

Academic Performance (GPA): Third Year: 13.36/20, Fourth Year: 13.43/20, Fifth Year: 13.68/20

Relevant coursework: DevOps, OOP, Data Structure, Database, Design Patterns, Big Data, Algorithms, Operating System, Data Analytics, Complexity, Computer Networks,...

Pohang University of Science And Technology (POSTECH)

Pohang, South Korea

Feb 2023 - June 2023

Relevant coursework: Machine Learning, Deep Learning, Computer Vision (CV), Natural Language Processing (NLP), Implementation & Acceleration for Machine Learning

Le Quy Don High school for the Gifted

Da Nang, Vietnam

Sept 2016 - Sept 2019

Specialization in Physics

Academic Performance (GPA): 9.0/10

Publications

Efficient Video Retrieval with Advanced Deep Learning Models

  • Published in: SOICT '23: Proceedings of the 12th International Symposium on Information and Communication Technology
  • Authors: Tan Luan Huynh, Minh Toan Dinh, Hong Linh Pham, Le Hoang Nguyen, Tuan Manh Hung Vo
  • Publisher: Association for Computing Machinery, New York, NY, United States
  • Publication History: 7 December 2023
  • Pages: 945–952

Projects

Updating (Check github for more)
  • All
  • AI/Data
  • Web
  • Software

Skills

Programming Languages

  • Proficient: Python, Java, Bash
  • Experienced: C, C++, C#, Ruby, SQL

Database

  • Database: Redis, SQLite, PostgreSQL, Qdrant, FAISS

Data Science

  • Data Tools: Pandas, NumPy, Matplotlib, Streamlit, Pillow, NLTK, Selenium
  • Big Data: Hadoop, Spark, MapReduce
  • ML Libraries: TensorBoard, HuggingFace, Transformers, Scikit-learn, PyTorch
  • Deployment: MLflow, BentoML

Web Development

  • Frontend: HTML, CSS, JavaScript, TypeScript, React, Angular, Bootstrap, Tailwind
  • Backend: Node.js, FastAPI, Ruby on Rails, Spring Boot
  • Tools: npm, yarn, Maven

Cloud & DevOps

  • Containerization: Docker, Docker Compose, Kubernetes
  • Version Control: Git, GitHub, GitLab
  • Operating Systems: Linux, Windows
  • Workflow Automation: Airflow

Competitions

  • Zalo AI Challenge 2023
  • Child Mind Institute - Detect Sleep States (Kaggle Competitions)
  • Break the Code 2023
  • HCMAI Challenge 2023
  • MLOpsVN Marathon 2023
  • RoboDnic 2018

Achievements

  • Finalist in HCMAI Challenge 2024
  • Top 15/65 teams in Break the Code 2023
  • Finalist in HCMAI Challenge 2023
  • Second place in RoboDnic 2018

Certifications

Contact

⚠️ The email section is not available

Location:

20 Av. Buttes de Coesmes

Call:

+33 6 95 98 84 07

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