Jeffrey Fong
Forward Deployed Engineer at ServiceNow
Singapore, Singapore
Summary
🤩
Rockstar🎓
Top SchoolJeffrey Fong is a Forward Deployed Engineer based in Singapore with a 4–5 year track record building production AI/ML systems that bridge research and product. He has led end-to-end ML product cycles—from conceiving agentic AI features and RAG systems at Patsnap to deploying high-performance LLM microservices and open-source chat models at MeetKai—demonstrating strengths in model fine-tuning, function-calling, and model-serving stacks like vLLM and llama.cpp. His graduate research produced human-preferred multimodal Human-AI communication systems and publications on human-robot collaboration, reflecting a strong foundation in robotics and trust-aware interaction. Jeffrey combines hands-on engineering with research rigor, having shipped microservices, data pipelines, and agent platforms used across enterprise products. He is comfortable experimenting across training regimes (FT, LoRA, QLoRA) and deploying models in resource-constrained, production settings. Colleagues describe him as a pragmatic innovator who converts novel ML ideas into reliable, user-facing systems.
4 years of coding experience
6 years of employment as a software developer
Bachelor's Degree Mechanical Engineering specializing in Robotics and Mechatronics, Bachelor's Degree Mechanical Engineering specializing in Robotics and Mechatronics at Nanyang Technological University SingaporeBachelor of Engineering - BE Mechanical and Mechatronics Engineering Winter 2018, Bachelor of Engineering - BE Mechanical and Mechatronics Engineering Winter 2018 at University of WaterlooMaster of Science (By Research) Computer Science, Master of Science (By Research) Computer Science at National University of Singapore
German, Chinese, English
Github Skills (5)
function-calling10
python10
ai10
llm10
ml9
Programming languages (1)
Github contributions (5)
MeetKai/functionary
Sep 2023 - Feb 2025
Chat language model that can use tools and interpret the results
Contributions:101 reviews, 96 PRs, 330 pushes in 1 year 5 months
agentsaiai-agentsfunction-callingllm
jeffreymeetkai/neox
Jun 2022 - Jun 2022
Simple Annotated implementation of GPT-NeoX in PyTorch
Contributions:26 pushes in 6 days
pytorchgpt-neoxgptannotated
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