Mingyue Ma
AI / ML Engineer
Building intelligent, beautiful systems.
— 01 About —
I build at the intersection of intelligence and craft.
I'm Mingyue Ma—a developer evolving into a designer, an explorer, and an independent creator.
With a footprint that has crossed the globe, I've spent the last decade immersing myself in the intersection of CS, Math, and Information Technology. This international exposure taught me that the most powerful language isn't code—it's the ability to bridge cultures and concepts.
To me, AI is the ultimate leverage. It has turned the daunting “engineering gap” into a playground for creativity. I'm currently deep in the world of AI-assisted development, where the distinction between “thinking” and “doing” is blurring. I don't just write scripts; I design experiences and build products.
The future belongs to the curious. I'm spending mine leveling up—refining my product thinking, sharpening my design eye, and exploring the boundless possibilities of being an AI-powered independent developer.
— 02 Resume —
Mingyue Ma
Agent Development Engineer
gtxymmy@gmail.com
github.com/mingyuema1217
Shanghai
Experience
Agent Development Engineer (Full-stack)
- •Built production LLM API gateway (Golang) unifying multi-provider access; routing, rate limiting & degradation
- •Improved streaming reliability with TTFT-based first-token timeouts; established observability & alerting
- •Led migration of artifact service FastAPI → Golang; latency ↓80%, throughput ↑10–20×
- •Delivered full-stack evaluation platform: batch inference, comparison, LLM-as-Judge aligned with human eval
LLM Data Engineer
- •Independently delivered two end-to-end RM RL data pipelines (code-only & agent-workflow); 30 days → 2 days, saved ~2,400 person-days
- •Covered collection, cleaning, QA, sampling, precision/recall; iterated prompt & strategy variants
- •Verified impact via online A/B: +5% watch time, +3% messages/user
Automation Engineer
- •Built CLI + config-based script management tool; unified logs & result summaries for pre-release validation
- •Performance & stability validation under high concurrency; achieved bank's only 100% availability project in 2022
Data Engineer
- •Built credit risk prediction models (logistic regression / random forest) for banking clients
- •NumPy/Pandas pipelines: cleaning, feature engineering, preprocessing for consistent model inputs
Education
Master of Information Technology
Top 10% GPA · QS Top 20
B.S. Computer Science & Technology · B.S. Mathematics
Top 30% GPA · QS Top 100
Skills
— 03 Projects —
Coming soon
Projects will be added here.