Curriculum vitae / 2026.03
Forrest Ye
AI Technical Lead / LLM Systems & Product Engineering
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Profile
Technical leader with end-to-end experience across data systems, model training, enterprise AI platforms, and product engineering. Currently responsible for AI product direction, system architecture, and a 5–10 person AI/data team, translating research and engineering constraints into maintainable systems.
Core capabilities
- LLM training & evaluation
- RAG & enterprise knowledge systems
- AI platforms & inference serving
- Python / PyTorch / data engineering
- Technical direction & team leadership
- Prototype-to-product delivery
Experience
AI Product & Engineering Lead / AI Engineer / Data Scientist
DHC Software
- Own AI product direction and system architecture; lead a 5–10 person AI/data team.
- Built an enterprise AI platform spanning model access, RAG, workflows, knowledge services, and inference serving.
- Established the data, distributed training, evaluation, and inference workflow for a ~2B parameter model on 8×H100 GPUs.
Teaching Associate
Monash University · Faculty of IT
- Taught database laboratory classes in English with strong evaluations across four semesters.
Research Assistant
Monash University · Faculty of Business
- Developed an online system for experimental research on futures decision-making.
GIS Engineer
Enterprise information systems and geospatial data
- Delivered geospatial data processing and business system work.
Selected projects
LLM Training System
Built an end-to-end workflow for a ~2B parameter model on an 8×H100 cluster, from data processing and training monitoring to evaluation and inference.
Enterprise AI Platform
Unified multi-model access, RAG, workflows, knowledge services, and inference deployment for enterprise use cases.
MRBD Voice AI
A voice-first application for Meta Ray-Ban Display, exploring AI interaction on wearable hardware.
Education
Monash University
Master of Information Technology (Research)
China University of Petroleum
BEng, Computer Science and Technology