Summary
Education
Skills
Languages
Additional Information
Timeline
Generic

Binh An Thai

Sydney

Summary

With a background having been an airlines dispatcher for 7 years and 1 year as dispatcher, I 've always been inspired by data. For that reason, I enrolled in Master of IT, with major in Data Analytics to have a deeper insight in harnessing data. During the course I have acquired expertise and domain knowledge in:

  • Data collection
  • Data preprocessing
  • Data Mining for Insights with machine learning techniques
  • Data visualisation and Analytics

Additionally, I also have experience with computer vision and Natural Language Processing. For Computer Vision, I have been awarded:

  • 2024 UTS techfest AI showcase award for usecase/application: Integrating trained yolov5 nano model to detect road centreline, traffic signs, and animals to have autonomous jetracer keeping track on road, responding the traffic signs accordingly, and avoiding animals on road. To implement the model into jetson nano, the Nvidia processor of the car, FP16 quantisation and tensorrtx library are utilised to have fast inference, which is critical criteria for autonomous car.

For Natural Language processing:

  • Fine-tuning Llama 2 with LoRa techniques on CNN daily mail dataset to summarise the articles.


Education

Master of IT - Data Analytics

University of Tech Sydney
03.2025

Skills

  • Javascript (Jquery)
  • HTML
  • PHP
  • SQL (PostgreSQL)
  • Object-Oriented Programming (Python and C)
  • Python (Computer vision and NLP)
  • Scikit-learn for machine learning
  • Tensorflow and Pytorch for deep learning
  • GymOpenAI and Stable baselines (Reinforcement learning)
  • Numpy and pandas (Data preprocessing)

Languages

Vietnamese
Native or Bilingual
English
Professional Working

Additional Information

Linkedin: www.linkedin.com/in/binh-an-thai-1488a8298

Timeline

Master of IT - Data Analytics

University of Tech Sydney
Binh An Thai