Expertise
Languages: HTML, CSS/Sass, JavaScript/TypeScript, and Python
Libraries: React (with Redux, Next.js and Gatsby), Angular (with RxJS and NgRx), and diffusers
Tools: Git, Node.js, RegExp, Dockerfile, GCP, AWS, Swagger/OpenAPI, ComfyUI, and JupyterLab
Experience
| Monks |
|
| Senior Fullstack Developer, AI |
September 2023 － Present |
- Deployed a SageMaker endpoint with a fine-tuned SDXL model on AWS Inferentia
- Enabled precise observability of utilization with custom metric math
- Auto-scaled capacity with data-driven metrics proactively against prolonged provision time
- Served 3 million real-time generation requests in total
- Contributed back to the huggingface/optimum-neuron
library for NeuronX model compilation
- Implemented caching mechanism for both image generation and input moderation via LLM
- Deployed a serverless face-swap function on AWS Lambda
- Containerized a custom build of Onnx Runtime
- Designed with user upload moderation and safety guardrails
- Implemented several RAG systems on:
- A brand design portal with a significant amount of images and visual guidelines
- The entire history of UEFA Champions League about every season, team and player
- Experimented with different applied AI use cases:
- Nvidia ACE models such as Riva TTS and Voice Font
- State-of-the-art virtual try-on solutions
| Jam3 (now part of Monks) |
|
| Senior Front-End Developer |
February 2022 － September 2023 |
| Front-End Developer |
March 2017 － February 2022 |
| Junior Developer (Intern) |
October 2016 － March 2017 |
- Shipped 40+ projects with varied durations of 3 weeks ~ 3 months+
- Led development on 15+ projects with teams of 3 ~ 6+ by delegating work and performing code reviews, managing progress, risks, priorities and expectations
- Facilitated developer experience committee with internal templates, convention, adoption, libraries and automatic toolings
- Introduced and piloted various tech within the team, most notably including:
React with Hooks, TypeScript, Redux Toolkit, Nextjs, Gatsbyjs, Angular, Nx, and Git rebase
- Mentored and interviewed students from the co-op program with University of Waterloo
- Collaborated closely across different disciplines especially with the design and creative team on a daily basis
Education
| Interactive Media Management |
September 2015 － April 2016 |
| Sheridan College |
Ontario College Graduate Certificate |
- Graduated with High Honours
- Specialized in web front-end development
- Studied also backend development and UX/UI design
- Helped classmates with problem solving and coding as a peer tutor
| Business – Marketing |
September 2013 － May 2015 |
| Humber College |
Ontario College Diploma |
- Graduated with Honours
- Started making websites self-taught