Jason Tay

I am a proactive developer with with hands-on internship experience. I have worked with Python and C#, developing features including (but not limited to) synthetic data generation and inference, Large Language Models (Mistral-AI), WebSockets and FastAPI.

Software Developer Intern

Thales · Internship

Nov 2023 - Mar 2024 · 5 mos

• Developed features and managed integration for a synthetic data inference pipeline, in collaboration with the Machine Learning (ML) team. This project reduced manual labor for testing and expanded inference coverage.
• Worked on data ingestion, synthetic data generation, user configuration using WebSockets, FastAPI, Unity, C#.
• Designed and prototyped a data collection flow alongside a ML team member, with ongoing refinement. The system interfaces with a Large Language Model (Mistral-AI) via FastAPI endpoints using Streamlit and Pydantic.
• Implemented and maintained Git versioning for codebase, enabling concurrent workstreams/developer velocity.
• Collaborated with two other developers to load test Facial Recognition API using Postman, Apache JMeter

Note that the subsidiary (Ground Transportation Systems) was sold by Thales to Hitachi Rail in the same year.

National University of Singapore 

Postgraduate Diploma, Systems Analysis

Grade: 4.68/5

Technical learning outcomes

Data and user driven design

Systematically analyze and design feasible cloud-based solutions

Agile, CI/CD and MLOps Practices

Code, test and implement proposed solution in Java, ASP.NET Code and Python

Train and integrate ML models into solutions

Trouble-shooting/Debugging

Royal Melbourne Institute of Technology at SIM Singapore

Bachelor of Business, Marketing