Open to opportunities

敏亮俞

@0002663

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AI Software Engineer / SRE building production-ready GenAI tools that reduce busywork and ship real value.

Japan

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What I'm looking for

I’m looking for a team where I can ship production GenAI (RAG, agents, workflow automation) on cloud infrastructure, partnering closely on data and business logic so my work removes friction and delivers measurable product impact.

I’m an AI Software Engineer / SRE who enjoys making work less tedious by building AI tools that let people focus on what actually matters. With a foundation in Statistics & Data Science, I care about the full picture—from data and business logic to shipping real products people actually use.

In my current role, I delivered production-ready GenAI solutions end to end on GCP, including a RAG-based multi-tenant B2B chatbot handling ~60,000 API requests/day, plus automated Dev/Prod deployments with Kubernetes and ArgoCD. I also built workflow automation that uses intelligent agents to reduce daily fraud-review time from a full day to under 5 minutes for ~3,000 rows, and I created an internal GA4 AI agent that turns analytics into context-aware UI/UX recommendations, generates A/B test HTML snippets, and opens GitHub Pull Requests automatically via a GitHub App integration. Alongside this, I launched a Slack-integrated HR RAG knowledge base to answer employee questions instantly, and I keep iterating based on operational feedback. Outside work, I built and deployed Zenneck, a privacy-first web app + Chrome extension using real-time camera pose detection, managing the full lifecycle from architecture to compliance.

Experience

Work history, roles, and key accomplishments

Current

AI Software Engineer / SRE

Current

Adventure, Inc. (Skyticket)

Aug 2025 - Present (10 months)

Built and operated a multi-tenant RAG AI chatbot for hotel partners, serving ~60,000 API requests/day, and evolved a Streamlit prototype into a production web app with Next.js and FastAPI. Set up GCP Dev/Prod deployments with Kubernetes and ArgoCD (GitOps) and delivered fraud-detection workflow automation and GA4-based agentic A/B testing with end-to-end CI/CD.

RAG AI Agents N8n Next.js fastAPI Cloud SQL Kubernetes GA4 CI CD

Data Operations Intern

HelloBike

Jun 2024 - Aug 2024 (2 months)

Supported operations task distribution and monitoring for the Cat House program using SQL analysis and internal admin systems. Built and maintained dashboards to visualize progress and performance metrics, improving reporting efficiency.

SQL Data Analysis Excel Dashboarding Operations Monitoring Reporting Data Visualization

Market Analyst Intern

iQIYI

Jan 2023 - Apr 2023 (3 months)

Managed daily EDM and PR campaign operations and coordinated with overseas partners, saving $2,000 through purchase-detail negotiation. Analyzed price floors vs. ad sell-through and supported A/B testing to improve SSP sell-through rate by ~2%, while producing weekly monitoring reports in Power BI.

Campaign Operations Market Analysis A B Testing Power BI Analytics Negotiation

Education

Degrees, certifications, and relevant coursework

University of Wisconsin-Madison

Master of Science, Statistics and Data Science

2023 - 2025

M.S. in Statistics and Data Science with coursework including Machine Learning and Statistical Pattern Classification and Deep Learning and Generative Models (Python), plus Statistical Inference and Data Science and Statistical Computing (R).

Shanghai University of International Business and Economics

Bachelor of Science, Applied Statistics

2020 - 2024

B.S. in Applied Statistics with coursework including Applied Stochastic Processes, Time Series Analysis, Probability Theory and Mathematical Statistics, and Statistical Software Applications (SAS, R, SQL) plus Tableau Data Visualization.