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Futuremine97/README.md
  • đź‘‹ Hi, I’m Sunghoon Park

Snapshot

  • 60+ repositories spanning Computer Vision, Natural Language Processing, clustering, RL, and RTL level-0 design and implement

Focus Areas

  • Cryptocurrency real-time routing algorithm
  • Time‑Series & Finance ML
  • OCR & Document Understanding
  • Computer Vision (Detection / Segmentation / 3D)
  • LLM / NLP Systems
  • Self‑Supervised & Clustering
  • Edge / FPGA Acceleration

Core Skills & Languages

  • Python (FastAPI, PyTorch, TensorFlow/Keras, OpenCV, scikit‑learn)
  • JavaScript (React/Vite for web UIs)
  • C/C++ / FPGA / RTL (level-0 design & Implementation, Lint) toolchains
  • SQL / PostgreSQL, Docker, Linux

Selected Repositories

  • auto_note_ordering — OCR + page numbering + clustering & labeling web app.
  • Auto_Note — document OCR workflows and automation.
  • Llama2-finetuning — LLM fine‑tuning experiments.
  • mingpt — transformer/NLP research playground.
  • DAB-DETR — object detection model exploration.
  • mmdetection / deeplab-pytorch — CV detection/segmentation stacks.
  • NeRF — 3D vision & neural rendering.
  • hls4ml / yolov2_xilinx_fpga / mnist_hls — FPGA acceleration
  • deepcluster / DEC-keras / SSL_2022 — self‑supervised and clustering studies.
  • StockPredict / ETHpredict / — time‑series forecasting.

Current Interests

  • OCR + clustering for automatic document organization
  • Quantum Computer

Popular repositories Loading

  1. Auto_Note Auto_Note Public

    Auto sort of book pictures

    Python 2

  2. Futuremine97 Futuremine97 Public

    Config files for my GitHub profile.

    1

  3. Hackathon2022 Hackathon2022 Public

    Forked from CandyBrain/Hackathon2022

    body pressure distribution

    Jupyter Notebook 1

  4. practiceAI practiceAI Public

    Jupyter Notebook 1

  5. hls4ml hls4ml Public

    Forked from fastmachinelearning/hls4ml

    Machine learning on FPGAs using HLS

    C++ 1

  6. stable-baselines3 stable-baselines3 Public

    Forked from yfletberliac/stable-baselines3

    PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

    Python 1