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Timcai06/README.md

Hi, I'm Tim Cai

Visit Tim's blog Email Tim at cairentian932@gmail.com

Building evidence-grounded AI systems; designing inspectable ML tools; turning experiments into useful products.

About / 关于我

Hi, I'm Tim, a student developer based in Shanghai. I focus on agent development, observability tooling for machine learning, deep learning, and reinforcement learning, quantitative systems, and carefully crafted full-stack products. Full-stack development is central to who I am: from frontend and backend engineering to databases, LLMs, AI infrastructure, and low-level computer systems; from advanced GSAP motion design and Three.js 3D experiences to React development; and from FastAPI and Next.js to Redis and PostgreSQL. I aspire to become a versatile, end-to-end developer for the AI era.

你好,我是 Tim,一名在上海学习的学生开发者。我专注于智能体开发,ML、DL与RL的可观测性工具,量化系统,以及经过细致打磨的全栈产品。全栈是我的标签:从前端到后端、数据库,再到 LLM、AI infrastructure 和计算机底层;从 GSAP 高级前端动效、Three.js 3D 建模到 React 开发;从 FastAPI、Next.js 到 Redis、PostgreSQL。我立志成为 AI 时代的全能开发者。

Now / 近期关注

Note

Evidence-grounded research workflows, local-first ML tooling, and systems that turn experiments into usable products.

有证据支撑的研究工作流、本地优先的机器学习工具,以及将实验转化为可用产品的系统。

⭐️ Feel free to follow me - I’d really appreciate your support!

Thank you for visiting my page ❤️

P.S.: I followed your profile because your project caught my interest.

I really appreciate your work - it helps me discover something new. Thanks for that too.


Tech Stack / 技术栈

Python, TypeScript, JavaScript, Go, PyTorch, Django, FastAPI, Next.js, React, Tailwind CSS, PostgreSQL, Redis, Docker, and GitHub Actions

Specialized ML / 专项方向
YOLOv8 · PaddleOCR

Selected Work / 代表项目

SciScope
Evidence-grounded literature research agent — Python RAG + Go TUI

RAG DeepSeek Research Infra
Explore →
PulseGraph
Local-first PyTorch training observability workbench

ML Observability Visualization Exp Tracking
Explore →
BDI
Drone-based bridge inspection with YOLOv8 + Next.js + Django

Computer Vision YOLOv8 Django
Explore →
EduCanvas
Multimodal AI tutor for K–12 AI literacy education

Next.js AI Education Multimodal
Explore →

Mathematical Modeling — 3 competition entries: MILP, MDP, Monte Carlo & Markov

26_MathModel_Agriculture — 农作物种植策略优化
MILP · SAA · CVaR · Stochastic Optimization

26_MathModel_Desert — 穿越沙漠
MILP · MDP · Multi-agent · Game Theory

26_MathModel_Tunnel — 霍尔木兹海峡封锁对国际原油价格的影响
Markov · Monte Carlo · Mechanism Model · Econometrics


GitHub Profile Summary

Build carefully. Measure honestly. Keep learning.

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  1. EduCanvas EduCanvas Public

    EduCanvas - A Multimodal AI Tutor for K–12 AI Literacy Education

    TypeScript 1

  2. PulseGraph PulseGraph Public

    Local-first PyTorch training observability workbench with model graph visualization, metrics tracking, and experiment management

    TypeScript 1

  3. SciScope SciScope Public

    Evidence-grounded research literature agent with Python RAG backend and cross-platform Go TUI

    Python 1

  4. TTT-I-M TTT-I-M Public

    Monorepo for cinematic landing page and content studio — React/Vite + Next.js with GSAP, R3F, and shared design tokens

    TypeScript 1

  5. BDI BDI Public

    Drone-based bridge inspection AI recognition system — YOLOv8-seg defect detection with Next.js frontend

    Python 1

  6. 26_MathModel_Tunnel 26_MathModel_Tunnel Public

    浙江工商大学2026年大学生数学建模竞赛|A题:霍尔木兹海峡封锁对国际原油价格的影响|机制模型、Markov与Monte Carlo

    Python 1