I'm a Full Stack Developer with a backend focus based in Toronto, experienced in delivering production features across both startup MVPs and enterprise-scale systems. Skilled in building cloud-native microservices, RESTful APIs, and real-time data pipelines.
- 🔭 Currently contributing to Apache Kafka open-source ecosystem
- 🌱 Deepening my expertise in distributed systems and event-driven architectures
- 💡 Author of "Filter-based Adaptive Model Pruning for Efficient Incremental Learning on Edge Devices" (DATE 2025)
- ⚡ Fun fact: I bridge business and tech with a BBA in Computer Science & Quantitative Finance
- Scaled Kafka pipelines: Reduced ERP settlement latency by 83% (60 → 10 mins) at TSMC
- Cloud architecture: Built travel platform MVP backend with Node.js, AWS Lambda, DynamoDB
- Performance optimization: Halved runtime of critical validation job through SQL optimization
- Open source: Contributor to Apache Kafka & Gravitino
- Edge computing: Developed model compression tools for 5× faster edge deployment