About & Operating Profile
The trajectory, operating philosophy, and human context behind the public proof chain.
“I believe the future of software isn't more code — it's taste, restraint, and verifiable leverage.”
AI product engineer focused on turning real workflow pain into usable tools. My strongest direction is the intersection of product sense and engineering execution: identify a repeated operational problem, design a lightweight system around it, ship the tool, document the method, and keep improving it with feedback.
Operating Dossier
Education & Honors
Full RecordSkills & Technologies
Product Signals & Certifications
- Problem discovery rooted in repeated workflow friction
- Writing-first productization: clear specs, tutorials, architecture maps
- Open-source packaging: npm packages, MCP servers, GitHub Pages
- Cross-functional communication: translating technical complexity into clear business value
The Journey (2020 — 2026)
Driving AI adoption across the full SDLC
Leading the initiative to integrate AI into every stage of the software lifecycle — from feasibility analysis and PRD generation to code review, test design, UAT, and post-launch verification. The role of engineers is shifting from repetitive execution to research-oriented problem solving.
Launched this website with AI-assisted workflows
Built my personal site using AI-native workflows with Cursor and Codex. The work is packaged as public pages, MDX writing, and deployment automation.
Reached C2 English proficiency at EF
After enrolling at EF Education in late 2024, completed the program and achieved C2, the highest proficiency level. English opened access to global engineering communities and a broader professional world.
All in on AI — Agents, MCP, Prompt Engineering
The entire industry shifted to AI. Concepts like Agent, Skills, MCP, and prompt engineering became core vocabulary. Embraced Cursor, Claude Code, and Codex as the new default way to build software.
Breaking free from student thinking
Working full-time exposed how rigid the 'student mindset' was. Started actively shedding it — learning to think in business impact, not just technical correctness.
Joined a leading e-commerce company as Software Engineer
Transitioned from internships to a full software engineering role in business security. Working on high-traffic systems at scale. Proudest achievement: zero production incidents across all products I own.
6 internship roles in rapid succession
Gaming, cross-border tech, recruitment SaaS, enterprise BI, and university lab work — six internship roles that compressed months of learning into weeks.
Chose industry over academia — full commitment
Decided to go all-in on industry rather than pursuing postgraduate studies. No plan B. That clarity accelerated everything that followed.
Published first IEEE paper as lead author
Self-supervised few-shot semantic segmentation, published at ICCECT 2023. Reduced model parameters by 87%.
Junior year: deep academic focus
Dedicated the year to research and paper writing. Published an IEEE paper on few-shot semantic segmentation the following January.
Sophomore year: leadership + academic momentum
Vice secretary of Youth League Committee. National Game AI Competition 1st prize (Monte Carlo Tree Search + RL). Consistency compounds.
Freshman year: adapting to university life
First year away from home. Navigated the transition to independent living and built the study habits that powered the next three years.
Chose Computer Science
Scored well on the Gaokao with real choice. Public career guidance content shaped my decision toward CS — the people who influence our paths don't always know they did.
高考: top of class in science
Graduated as the science top scorer after three years of focused, disciplined study. The result that opened the door to Computer Science.