Work Experience
Professional experience in AI/ML engineering at leading tech companies.
AI Engineer
CEF AI
San Francisco•Nov 2025 - Present
- •Built a full multi-agent gaming analytics workflow on top of the company's agent platform, creating specialized LLM-driven agents that analyzed Dota 2 gameplay telemetry to produce behavioral, sentiment, and progression insights.
- •Enhanced the concierge agent to orchestrate multi-step pipelines by retrieving intermediate data and delivering the correct context to downstream agents.
Machine Learning Intern
Zebra Technologies
New York•May 2025 - Aug 2025
- •Redesigned and fine-tuned two PyTorch CNNs with CUDA acceleration for real-time blurry vs. sharp image classification on Zebra devices, improving accuracy from 44%→80% (close-up) and 72%→80% (distant).
- •Conducted human evaluation sessions to collect image quality scores, creating the ground truth baseline for benchmarking and validating model performance.
- •Built a custom automation tool that streamlined dataset creation and evaluation loops, enabling faster experimentation, and optimized models for deployment.
Generative AI Intern
Ryght AI
Remote•Mar 2024 - May 2025
- •Designed and implemented generative AI agents to enhance user search experiences across medical services, including Clinical Trials.
- •Enabled AI-driven search capabilities, allowing users to ask specific questions and receive relevant results through generated API calls.
Technical Skills
Languages
Python, Java, C, SQL, TypeScript
Frameworks & Libraries
PyTorch, Pandas, Scikit-learn, React, Spring Boot
Tools & Platforms
Docker, Google Cloud Platform, Heroku, Git
Specialties
Machine Learning, Deep Learning, Generative AI, AI Agent Development