Hello I am
Viet-Thai Nguyen

Maybe you need to know me better

🎓 EDUCATION

EPITA - École d'Ingénieurs en Informatique (Le Kremlin-Bicêtre, France) Feb 2023 - Feb 2024
MSc in Computer Science: Data Science & Analytics

    • Machine Learning & Statistical Analysis, Neural Networks & Deep Learning, Natural Language Processing, Computer Vision
    • Data Science in Production, Relational Databases, NoSQL Databases, Data Visualization, Predictive Analytics & Data Mining
    • Advanced Algorithms, OOA-UML-Java, Big Data & Cloud Computing, Network Protocols & Architecture, UNIX OS

University of Technology - Vietnam National University (Ho Chi Minh City, Vietnam) Sep 2015 - May 2019
Bachelor of Aerospace Engineering - Classification: Good

Le Hong Phong High School for the Gifted (Ho Chi Minh City, Vietnam) Sep 2012 - May 2015
Major in Mathematics - Classification: Excellent

🏢 WORK EXPERIENCE

AREKA CONSULTING Feb 2024 - present
Data Engineer

  1. Data Engineering
    • Built and maintained pipelines in Azure cloud to consolidate traveling data for multiple clients.
    • Improved processes in cleaning hotel, flight routes, data validation using Machine Learning techniques.
    • Developed ETL pipeline for a new client in GCP BigQuery and Looker Studio by integrating with reference databases in Azure.
  2. Business Intelligence
    • Integrated CSS and JavaScript into Spotfire dashboards to show User guides in video format.
    • Managed KPIs in dashboards, analyzed ad-hoc BI problems raised by consultants and clients.
  3. R&D Data Projects
    • AREKA Carbon Track: Conducted research to calculate aircraft CO2 emission by AREKA method, collected flight data from the industry using APIs and scraping, and developed a complete pipeline to perform emission prediction for each flight.
    • Air Fare Collection: Built a pipeline to collect all flight prices by Web scraping and stored in Blob Storage.

FPT SOFTWARE - Skywise Data Capture Team, AIRBUS Jun 2022 - Dec 2023
Data Engineer | Software Developer

  1. Data Engineering
    • Built and maintained data pipelines for airlines, improved various data products.
    • Analyzed data problems to solve ad-hoc issues, optimized code performance.
    • Deployed new architecture for airline time series pipelines.
  2. Web Software Development
    • Developed front-end Airbus Skywise Store for the New Offer project to customers.
    • Built new Foundry application for back-end sensor time series processing.
    • Fixed and improved other web apps according to internal and airlines requirements
  3. Scaled Agile Framework
    • Presented solutions to business stakeholders in Europe.
    • Collaborated with other outsourcing teams from France, India, and Vietnam.
    • Worked and organized Agile meetings with the technical team.

HUU TOAN GROUP Sep 2021 - May 2022
Data & IT Engineer

  1. Data Processing & Analysis
    • Built integrating tools in different systems to help users access data fast and easily.
    • Cleaned customers & products raw data to gain insights in industrial market.
    • Visualized dashboards and built dashboard pipelines in Power BI.
  2. ERP system (Dynamics 365): master-data management & module implementation
    • Created automation tools for importing and editing master-data information.
    • Maintained & standardized name rules for all types of company products used by all departments.
    • Implemented new module by ERP & Power Automate to help company reduce workflows and paper tasks.
  3. IT & network administration
    • Built and found solution for new office IT system including network server, domain cotroller, Teams & SharePoint, UPS, IP cameras & phones.
    • Migrated company data from on-premises file server to Microsoft Office 365 ecosystem.

BAA TRAINING VIETNAM Oct 2019 - Dec 2021
Flight Simulator Engineer

  • Operated and maintained flight simulator systems including electrical, mechanical, and computer systems (Windows Server, Linux, simulation software).
  • Designed and improved the systems and process according to customers and manufacturers requirements.
  • Worked with partners and flight instructors, managed company's data systems and infrastructures.

⚙️ TECHNICAL SKILLS

  • Programming: Python, SQL, JavaScript, HTML, CSS, Java
  • Python: PySpark, Scikit-learn, TensorFlow, Streamlit, SciPy, NumPy, Pandas, Seaborn, Matplotlib, Selenium, BeautifulSoup
  • Cloud: Foundry (Palantir), Azure, AWS, GCP
  • Tools: Git, Docker, Conda, Airflow, FastAPI, PostgreSQL, MongoDB, Grafana, Orange, Dynamics 365, Power Automate
  • Business Intelligence: TIBCO Spotfire, Power BI, Looker Studio
  • Machine Learning: Linear Regression, Logistic Regression, SVM, XGBoost, Random Forest, Decision Tree, K-means, PCA, SVD
  • Deep Learning: Convolution Neural Networks, Recurrent Neural Networks, Attention, Transformers, Transfer Learning

📂 CERTIFICATES

🌏 LANGUAGES

  • English: Professional working proficiency
  • French: Limited working proficiency (niveau B1)
  • Vietnamese: Native language