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sharonsyh/README.md

Hi there πŸ‘‹

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.

πŸ” Research & Engineering Focus

  • 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.

πŸ—οΈ Projects & Research

πŸ”Ή 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.

πŸ”Ή CPU Inference Server for Llama 3

  • 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.

πŸ”Ή AI-Powered Dynamic Programming Learning Tool

  • Built an interactive coding platform inspired by LeetCode, featuring React frontend and Django backend.
  • Integrated OpenAI's API for adaptive AI-driven feedback.

πŸ”Ή Ride-Share Price Comparison App

  • 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.

πŸ”Ή Cybersecurity & PKI Compliance - Deloitte

  • 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.

πŸš€ Career

πŸ‘¨β€πŸ’» Research Intern @ Machine Learning Symbiotic Lab | AI-Based Energy Optimization
πŸ‘¨β€πŸ’» Cybersecurity Consultant Intern @ Deloitte | PKI Compliance & Digital Security
πŸ‘¨β€πŸ’» Full Stack Engineer Trainee @ Mastef LLC | Database Optimization & UI Redesign


πŸŽ“ Education

πŸŽ“ University of Michigan - Ann Arbor

  • B.S. in Computer Science | Minor in Entrepreneurship
  • Graduation: December 2024

πŸ› οΈ Tech Stack

Languages

Python JavaScript C++ Java

Backend & Databases

NodeJS MongoDB PostgreSQL

Frontend & UI

React Next.js

DevOps & Cloud

AWS Docker Kubernetes


πŸ“« Contact Me

Pinned Loading

  1. sharonsyh.github.io sharonsyh.github.io Public

    HTML

  2. ml-energy/zeus ml-energy/zeus Public

    Measure and optimize the energy consumption of your AI applications!

    Python 243 33

  3. eecs498-final-project eecs498-final-project Public

    Python