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Achievements

Achievement: Quickdraw

Achievements

Achievement: Quickdraw

Highlights

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seok-hee97/README.md

Contact

Summary

  • AI Developer and ML Researcher with 3+ years of experience in cybersecurity.
  • Specialized in malware detection, LLM fine-tuning, and building end-to-end ML systems.

Skills

  • Languages: Python, C, C++, SQL (MySQL, PostgreSQL, MongoDB), Bash
  • ML / Deep Learning: PyTorch, TensorFlow, Scikit-Learn, LightGBM, TabNet, Transformers, Pandas, NumPy, PySpark
  • LLM / NLP: BERT, Llama, Gemma, LangChain, LangGraph, FAISS, Fine-tuning (QLoRA, DPO, SFT), GGUF / Llama.cpp
  • Security: PE Analysis, Static/Dynamic Analysis, Ghidra, IDA, YARA, CAPE, EMBER, Threat Intelligence
  • Web / Backend: FastAPI, Django, Flask, React, TypeScript, Elasticsearch, Nginx
  • Tools: Docker, AWS (S3, EC2, SageMaker, Lambda, CloudFormation), Git

Pinned Loading

  1. AWS_AI AWS_AI Public

    Cloud-based AI service development

    1

  2. XAI-practice XAI-practice Public

    XAI-Practice (XAI: eXplainable AI)

    Jupyter Notebook

  3. Team-Pyree/mlwaf Team-Pyree/mlwaf Public

    machine learning model for WAF(Web Application Firewall)

    Lua 2 2

  4. gdpr-gemma2 gdpr-gemma2 Public

    This project develops an advanced AI model specialized in providing guidance on GDPR (General Data Protection Regulation) compliance.

    Jupyter Notebook 2

  5. kisa-ai-2023 kisa-ai-2023 Public

    KISA_AI_CHALLENGE(A-Track)

    Jupyter Notebook

  6. LangChain-GenAI-Tutorial LangChain-GenAI-Tutorial Public

    step-by-step tutorials for building real-world applications using LangChain and Generative AI technologies.

    Jupyter Notebook