Eric C
AI Engineer @ Petlibro
About
Columbia alumni with several years of research and industry experience in deep learning, edge/cloud computing, computer vision, and generative AI. Please don't hesitate to reach out if any opportunities arise or if you'd like to chat.
United States
San Francisco Bay Area
Computer Software
FastAPI, Amazon Web Services (AWS), CI/CD, AIoT, Cloud Computing, Model Eval, Vision language model, model evaluation , Django, Continuous Integration and Continuous Delivery (CI/CD), Fine Tuning, LLM Agent, TypeScript, Web Scraping, Llamaindex , Recommender Systems, Prompt Engineering, Natural Language Processing (NLP), RAG, Vector database
Experience
Data Scientist, Applied AI
Petlibro
San Jose, California, United States
Developing AI-powered pet technology products for pets and their families
Founding AI Engineer
Entelligence.AI
San Francisco Bay Area
Built AI tech lead agent for engineering teams from 0 to 1
Research Assistant
UC San Diego
Our paper has been accepted by KDD 2024
Machine Learning Engineer
Skylark Labs
San Francisco Bay Area
Developed an AI-driven system for detecting Foreign Object Debris (FOD) on military airfields
Machine Learning Engineer
Prime Electronics & Satellitics Inc.
Taoyuan City, Taiwan
• Worked on AI-Care product development and presented it at The Cares Taipei 2021, international exposition and conference focused on healthcare industry • Fine-tuned PoseNet for fall detection utilizing data augmentation in PyTorch DataLoader, beating baseline by 5% • Established custom streaming pipeline leveraging NVIDIA DeepStream for array input to RTSP output • Flashed NVIDIA Jetson kernel into eMMC, boosting 18x reading speed and 5x writing speed over SD card
Machine Learning Engineer
China Steel Corporation
Kaohsiung City, Taiwan
• Constructed deep learning-based OCR models in PyTorch to recognize defective printed characters on steel plates; improved overall identification accuracy by 6% and boosted transfer learning efficiency by 7% • Integrated real-time OCR system on NVIDIA Jetson AGX Xavier by Basler industrial camera and Socket API, reducing production time across various factory lines by 60%
Education
Columbia University
Electrical Engineering
Eric C's Contact Information
Phone
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