Summary
Chien-chih L is a Senior AI NLP Engineer and tech lead with 9 years of experience building production-grade LLM, RAG, multimodal and TTS systems across industry leaders like Ubiquiti, TSMC, and JD.com. He led end-to-end development and deployment of UniFi GPT as the sole developer for RAG/LLM algorithms and has hands-on experience bringing Visual Language Models to edge devices. His background spans deep learning research, hardware-accelerated inference (TensorRT/ONNX), and practical model evaluation/automation, bridging research and production. Earlier work includes speech and digital-human video generation, NMT, and low-level ASIC/processor verification at Oracle, reflecting a rare combination of ML and silicon expertise. Based in Taiwan, he contributes side projects and maintains an active GitHub, signaling continual curiosity and practical experimentation beyond corporate work. Colleagues would describe him as a pragmatic engineer who turns cutting-edge research into deployable, iterate-ready systems.
9 years of coding experience
11 years of employment as a software developer
Master's Degree Electrical Engineering, Master's Degree Electrical Engineering at University of Southern California
Bachelor's Degree Electrical Engineering, Bachelor's Degree Electrical Engineering at National Cheng Kung University
Nanodegree Deep Learning Nanodegree, Nanodegree Deep Learning Nanodegree at Udacity
English, Chinese