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NoelRook/README.md

Hi there πŸ‘‹, I'm Lee Jing Kang

Software Engineering Student @ SUTD | Backend Architecture, Cloud & AI Systems

I am a Computer Science and Design student at the Singapore University of Technology and Design (SUTD), minoring in AI. I specialize in building resilient backend services, scalable cloud infrastructures, and automated machine learning pipelines. I thrive on bringing complex algorithms out of research and deploying them into secure, high-performance production systems.

  • πŸŽ“ Education: B.S. in Computer Science and Design (Expected Mar 2027) @ SUTD
  • πŸ’Ό Previously: Quantum Development Software Intern @ Keysight Technologies | Built Python/pytest test frameworks that reduced codebase size by 30%.
  • 🌱 Currently exploring: Agentic AI, Cloud-native Architectures (Kubernetes), and Site Reliability Engineering (SRE).

πŸ› οΈ Tech Stack & Tools

Languages
Python TypeScript C++ Java SQL Bash

Backend, Cloud & DevOps
Node.js Express.js AWS Docker PostgreSQL pytest

AI & Machine Learning
Scikit-Learn OpenCV Pandas


πŸš€ Featured Projects

  • ourFuzzerHavoc - A Nautilus-inspired, coverage-guided C++ fuzzing engine. Built with a concurrent execution harness, shared memory mapping, and context-free parse tree mutations for dynamic vulnerability analysis.
  • Ascenda Hotel Booking System - Enterprise full-stack application built with TypeScript, Node.js, and PostgreSQL. Features Role-Based Access Control (RBAC), JWT authentication, and automated integration testing, deployed natively on AWS EC2 via Docker.
  • BearWithIt - A real-time multimodal AI companion built in 24 hours. Integrates AWS Bedrock (LLM), AWS Transcribe, AWS Polly, and OpenCV for interactive voice and visual tracking response loops.
  • AI Burnout Classifier - End-to-end machine learning pipeline combining Random Forests, Neural Networks, and BiLSTM with post-hoc Isotonic Regression calibration for highly reliable data predictions.

πŸ“Š GitHub Activity

Jing Kang's GitHub Stats Top Languages


🀝 Connect with Me

LinkedIn

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