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Weilai Liu

Senior Software Engineer / AI Agent
GitHub:NewFuture

Profile

Senior Software Engineer

8 years at Microsoft across AI Agents, full-stack applications, networking, and data systems. Built WorkPilot from scratch, delivered business Agents and MCP services, and drove AI Native workflows from architecture to validation. Active in technical innovation and open-source communities.

Product

WorkPilot

Enterprise Agent

AI AgentClaw / HarnessTeams / Web / CLI
An enterprise Agent assistant for workflow execution, self-learning, and proactive notifications within security boundaries. Built the first version in one week and iterated with nearly one thousand internal trial users. Supports background and scheduled tasks, plus Teams / Web remote management, approvals, notifications, and task tracking. workpilot.newfuture.cc

Experience

Microsoft

Senior Software Engineer

2018 - Present
Product and platform engineering across AI Native, Agent / MCP, full-stack applications, network data analytics, and Teams platform.
Covered user-facing applications, frontend frameworks, backend services, platform integrations, and intelligent engineering systems, improving reliability, engineering efficiency, and developer experience.

Engineering AI Native Transformation

MCPAgentTool CallingLLMSkills
2024 - Present
1. Drove AI Native engineering with Skills / Instructions, internal toolchains, and AI-assisted operations. 2. Delivered MCP services covering tool design, OAuth, automated testing, and evaluation. 3. Built business Agents with context design, tool calling, RAG, persistence, bot integration, and LLM validation.

Network Data Analytics

NetworkCosmosC#DocumentDB
2023 - 2024
Built large-scale network data analytics for user diagnostics, ISP quality and failure discovery, and Office service network evaluation.

Teams Platform Applications

TeamsFull StackTypeScriptC#
2020 - 2022
Developed Microsoft Teams platform applications and Teams Bot across frontend, backend, and platform integration with C# and TypeScript.

AI Mini Programs

AIMini ProgramTypeScriptC#
2018 - 2019
Worked on early Microsoft AI mini programs for million-level DAU scenarios, owning TypeScript framework engineering and backend storage design.

Education

Nankai University

Master

Sep. 2015 - Jun. 2018
Computer Science, College of Computer and Control Engineering

Nankai University

Bachelor

Sep. 2011 - Jul. 2015
Intelligent Science and Technology, College of Information Science and Technology

Open Source

Tech Stack