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Finvoler/README.md

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🧠 About Me

I'm an AI engineer and open-source enthusiast studying at Shanghai Jiao Tong University (SJTU), School of Artificial Intelligence. My core focus is Deep Learning, Recommendation Systems, and Full-Stack AI application engineering — building things that work end-to-end, not just in notebooks.

My guiding philosophy comes from a Chinese statesman's wisdom:

"功成不必在我,但功成必定有我" — Success need not be mine to claim, but success must carry my contribution.

I believe open-source is the lever that multiplies human creativity. Every commit, every PR, every well-documented repo is a brick in a cathedral someone else may finish — and that's enough reason to build carefully.

  • 🧬 Deep Learning — model architecture, training dynamics, TF↔PyTorch migration, GPU-accelerated inference
  • 🎯 Recommendation Systems — ranking models, embedding pipelines, and retrieval-augmented approaches
  • 🌐 Full-Stack Engineering — production AI apps with Next.js, TypeScript, Docker, and cloud APIs
  • 🎓 SJTU AI Coursework — sharing notes and implementations so the next person climbs faster

🚀 Featured Projects

Project What it does Stack
ai-virtual-tryon Photorealistic virtual try-on in the browser via IDM-VTON + Replicate. Async polling, FSM state machine, Docker deploy. Next.js 15 · TypeScript · Replicate API · Docker
bert-attention-tf2pytorch Faithful PyTorch port of HuggingFace TFBertSelfAttention — shape semantics, masking conventions, gradient preservation all verified. PyTorch 2.0 · TensorFlow 2 · pytest
minibtc-from-scratch Bitcoin consensus stack in pure Python: Secp256k1 ECC, ECDSA verify, double-SHA256 PoW mining. Zero runtime dependencies. Python 3.9+ · stdlib only
pygcn-gpu-accelerated Drop-in GPU replacement for tkipf/pygcn: >50× faster adjacency normalization, >4× faster inference, numerically equivalent. PyTorch · CUDA · Sparse Tensor

🛠️ Tech Stack

Languages

My Skills

AI / DL / ML

My Skills

Web & Infra

My Skills

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📊 GitHub Stats

GitHub Streak


📈 Contribution Graph

Ashutosh's github activity graph


📦 GitHub Summary


🐍 Contribution Snake

github-snake

📌 SJTU AI Course Notes & Implementations

Sharing course materials from Shanghai Jiao Tong University's AI curriculum to help fellow learners.

Repos in this series cover: Deep Learning fundamentals · Computer Vision · NLP & Transformers · Graph Neural Networks · Distributed Systems

Feel free to ⭐ star, fork, and build on top of them — that's the whole point.


💬 Quote of the Day

Readme Quotes


"The best time to plant a tree was 20 years ago. The second best time is now."

Every open-source contribution is a tree I plant for someone else to climb.

Pinned Loading

  1. wechat-english-assistant wechat-english-assistant Public

    Python 3

  2. Atari-MuJoCo-Master Atari-MuJoCo-Master Public

    Python 2

  3. FastBERT-PyTorch FastBERT-PyTorch Public

    Python 2

  4. Multi-Modal-CourseBot Multi-Modal-CourseBot Public

    Python 2

  5. new-model-and-LIC new-model-and-LIC Public

    Python 2

  6. taobao-CVR-Rec-Task taobao-CVR-Rec-Task Public

    Python 2