My name is Sharon!
My interests lie in enhancing developer experience through AI, software engineering, programming languages, and human-computer interaction.
As a software engineer, my focus is on full-stack development, with an emphasis on backend engineering and AI-powered solutions.
- AI-Enhanced Developer Tools: Building intelligent systems that improve code completion, static analysis, and automated debugging.
- Large Language Model (LLM) Optimization: Implementing strategies such as typed holes and semantic awareness to improve efficiency.
- Backend & Infrastructure Engineering: Architecting scalable and robust services using NodeJS, Python, SQL, Docker, and AWS.
- Cloud & DevOps: Deploying AI-driven applications with CI/CD pipelines, and multi-platform Docker builds.
- Security & Compliance: Experience in cybersecurity consulting, focusing on PKI standards, compliance frameworks, and digital certificate auditing.
πΉ Zeus - AI-Powered Energy Optimization for ML Training
- Developed AI-based solutions within the Zeus framework, optimizing energy efficiency in deep learning model training.
- Implemented multi-platform Docker image builds for AMD64 & ARM64 using GitHub Actions.
- Integrated Prometheus for cloud-native monitoring.
- Developed a Python-based CPU inference server for Meta AI's Llama 3 LLM.
- Utilized quantized model weights for real-time token streaming without GPU reliance.
- Built an interactive coding platform inspired by LeetCode, featuring React frontend and Django backend.
- Integrated OpenAI's API for adaptive AI-driven feedback.
- Led development of a real-time ride-share pricing app (Uber vs. Lyft) using Flutter & Python.
- Implemented a dynamic polling mechanism for real-time price comparison.
- Led field interviews with 5 Certificate Authorities (CAs) to ensure PKI compliance.
- Assisted a government ministry in registering as a Root CA to the CCADB.
π¨βπ» Research Intern @ Machine Learning Symbiotic Lab | AI-Based Energy Optimization
π¨βπ» Cybersecurity Consultant Intern @ Deloitte | PKI Compliance & Digital Security
π¨βπ» Full Stack Engineer Trainee @ Mastef LLC | Database Optimization & UI Redesign
π University of Michigan - Ann Arbor
- B.S. in Computer Science | Minor in Entrepreneurship
- Graduation: December 2024
- π© Email: [email protected]
- π Portfolio: sharonsyh.github.io
- πΌ LinkedIn: Sharon Seungyu Han