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Kioberry/README.md

Astrid Xie banner

Building AI agents and backend systems that improve automated workflows,
bridging multi-agent coordination with scalable infrastructure.

🎓 Computer Science M.S. student at USC Viterbi School of Engineering
👩‍💻 Looking for 2026 Summer Internships in Software Engineering and Machine Learning


💻 Featured Projects

Project Description Stack Award
Peeko AI lecture recovery — one-tap "catch me up" for students. 12-hour build. Deepgram · Claude API · React · Python 🏆 Build4SC 1st Place
LabMind AI agent for automated lab workflows. From experiment data to next-step decisions. LangChain · FastAPI · Next.JS · Python 🦾 AI Agent
PokerBench QLoRA fine-tuning study. Small models outperform GPT-4o zero-shot on poker strategy. PyTorch · QLoRA · HuggingFace 🔬 Research
Alien Cat A 3D-rendered ocean shader scene in GLSL/Shadertoy GLSL · Ray Marching · Shadertoy 👾 Computer Graphics

🔬 Current Research

Multi-Agent Pathfinding (MAPF) — USC Research Lab

Exploring RL integration into classical MAPF pipelines. Working toward gap analysis and novel approach proposals with PhD advisor.

MAPF ITA-CBS RAILGUN RL+Planning Python


🛠 Skills

Languages & AI/ML

Python Java TypeScript Swift C++ PyTorch LangGraph HuggingFace

Backend & Infra

Spring Boot FastAPI AWS Docker Redis Kafka

Frontend

React React Native Unity


💼 Experience

Yimikang Tech — Distributed edge computing systems with RL-based optimization. Managed 200+ device fleet; resolved major FSU outage under pressure.

China Mobile Payment — Spring Boot authentication microservices. Resolved JWT vs Redis session conflict with hybrid architecture, ~40% latency reduction.


📮 Contact

Portfolio LinkedIn Email

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  1. hoo01/Daypilot hoo01/Daypilot Public

    JavaScript

  2. masibasi/peeko masibasi/peeko Public

    TypeScript 1 1

  3. CSCI580_AlienCat_Project CSCI580_AlienCat_Project Public

    This is a computer graphic project.

    GLSL

  4. CSCI-526/main-5-packs CSCI-526/main-5-packs Public

    main-5-packs created by GitHub Classroom

    C# 2

  5. LabMind LabMind Public

    This is a experiment repo to try build an agent to better work with the research AI agents in the AI factory, the field is in bio science.

    JavaScript 1

  6. vatsalvatsyayan/izakaya vatsalvatsyayan/izakaya Public

    TypeScript