• Led the development of multiple performance features of a high-traffic, distributed ML model serving platform.

• Led deployment of large-scale models (LLaMA, DeepSeek, Mixtral) on proprietary hardware accelerators, coordinating 15+ engineers, performing accuracy validation and system-wide performance tuning.

• Unblocked major business deals by leading non-trivial cross-stack debugging across the hardware/software stack with ML, compiler, runtime, platform, and customer engineering teams.

• Contributed to the development of a large-scale enterprise AI cloud platform, including implementing key features, establishing a standardized interface for 20+ ML apps, designing domain-specific languages, and automating testing and release pipelines

• Collaborated across teams to deliver NLP and computer vision model apps, monitored production ML systems, and contributed to the NLP app codebase.

• Co-founded GoGet, a side project helping young professionals acquire essential skills and information during job searching (through online forums, workshops, and lectures)

• Acquired 10k+ followers on Facebook, 4k+ on Instagram, and 3k+ users on GoGet website

• Led a team of 6+ (including developers, product managers, and designers) to develop the GoGet website, defining the product roadmap and managing day-to-day technical design directions

• Ranked top 10% in performance and was promoted to Knowledge Analyst half a year sooner than typical tenure

• Helped multiple clients optimize hardware product design, increasing 5~20% margin for products including 5G baseband stations, surveillance cameras, and home appliances

• Facilitated cross-functional idea-generation workshops within client organization to increase product value

• Performed customer testing analyses to optimize product features

• Benchmarked competitor’s product to generate design improvement ideas

• Led consulting project sub-workstreams, mentored junior colleagues, interviewed full-time and intern candidates