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νμ¬ Web3 μΈνλΌ, μ€λ§νΈ 컨νΈλνΈ, λΈλ‘μ²΄μΈ μμ€ν
μ€κ³μ λλΆμ΄ AI/LLM μμ§λμ΄λ§μ μ£Όλ ₯νκ³ μμ΅λλ€.
μν°νλΌμ΄μ¦ νκ²½μ μν AI νμ΄νλΌμΈ ꡬμΆκ³Ό Web3 μνκ³ λ°μ μ κΈ°μ¬νκ³ μμ΅λλ€.
곡κ°λ νλ‘μ νΈλ GitHubκ³Ό GitBookμ ν΅ν΄ κ²μ¦ λ° νμΈ κ°λ₯ν©λλ€.
- μμ© μμ±ν AI APIλ₯Ό μ°κ³ν μμ€ν± λ©ν°λ―Έλμ΄ λμμ μλ μμ° μννΈμ¨μ΄μ λλ€.
- μλνλ λ©ν°λͺ¨λ¬ μ€μΌμ€νΈλ μ΄μ : λλ³Έ μμ¬ λΆμ β μ»· λΆν (Gemini 2.0 Flash) β μ΄λ―Έμ§ μ°μ±(Gemini 3.0 Pro) β νλμ¨μ΄ κ°μ λΉλμ€ λ λλ§(FFmpeg) νμ΄νλΌμΈμ ꡬμΆνμ΅λλ€.
- μ»·λ§λ€ μΈλ¬Ό/λ°°κ²½μ΄ λ¬λΌμ§λ μκ°μ λΆμΌμΉλ₯Ό μ°¨λ¨νκΈ° μν΄ κ·μΉ κΈ°λ° μκ° κ΅μ (Self-correction) κ²μ¦ μκ³ λ¦¬μ¦κ³Ό λλ©μΈ νΉν(μ‘°μ μλ κ³ μ¦ λ±) λμ ν둬ννΈ κ°λλ μΌμ λ μ μ€κ³νμ΅λλ€.
- π GitHub Repository
- μΈλΆ μΈν°λ·μ΄ μλ²½ν μ°¨λ¨λ 100% νμλ§(Air-gapped) μν°νλΌμ΄μ¦ νκ²½ μ μ© λ‘컬 LLM κΈ°λ° μ₯μ μ§λ¨ λ° μ΄μ κ΄λ¦¬ μμ€ν μ λλ€.
- Oracle DB/JEUS μΈνλΌ νΉν μ κ·μ νμμ ChromaDB κΈ°λ°μ RAG μ§μ κ²μ μμ§μ μ°λνμ¬ AI νκ°(Hallucination)μ μμ² μ°¨λ¨ν©λλ€.
- Ollamaλ₯Ό ν΅ν λ©ν° λͺ¨λΈ λμ λΌμ°ν (Phi-3, Qwen2.5-Coder)μ μ μ©νμΌλ©°, λΆμλ λ‘κ·Έμ μ‘°μΉ κ°μ΄λλ₯Ό SQLite κΈ°λ° KMSλ‘ μꡬ μμ°ννμ¬ Zero-Outbound 보μμ±μ 보μ₯ν©λλ€.
- π GitHub Repository
- νλ‘λμ λ 벨μ Web3 μ°λ ν¬μΈνΈ λ° λ©μμ§ SDK
- dms-osx, dms-sdk, dms-bridge
- π Docs
- λ€μκ° μΉμΈ(Multi-party approval) λ‘μ§μ΄ μ μ©λ μμ ν μ€λ§νΈ 컨νΈλνΈ
- Contract
- DApp UI
- TokenSwap λ‘μ§ + Mint/Burn/Pause + κ±°λ²λμ€ λ½(Governance lock) κΈ°λ₯ μ μ©
- bosagora-erc20
- BOA CoinNetμ μν μ΄λ리μ κΈ°λ° λ©μΈλ· ν¬ν¬(Fork)
- Execution Layer: agora-el
- Consensus Layer: agora-cl
- π Documentation
- AI & Data: Python β’ FastAPI β’ Streamlit β’ Ollama (Local LLM) β’ ChromaDB
- Web3 & Backend: Solidity β’ Hardhat β’ Node.js β’ PostgreSQL β’ GraphQL β’ React β’ TypeScript β’ Web3Modal β’ ethers.js
μκ³ λ¦¬μ¦ μνΈνν νΈλ μ΄λ© μμ€ν μ μ¬μ©ν μ μλ ν΅μ¬ κΈ°μ μ μ§νλ€μ ꡬνν κ²½λ Python λΌμ΄λΈλ¬λ¦¬μ λλ€.
- μ§ν: RSI, EMA, MACD, Bollinger Bands λ±
- μΈλΆ TA λΌμ΄λΈλ¬λ¦¬ μμ‘΄μ± μλ 100% μμ Python ꡬν체
- μκ·Έλ μμ±, λ°±ν μ€ν , μ€μκ° λ΄ μ°λμ μ ν©
κΈ°μ‘΄μ κ°λ°ν νΈλ μ΄λ© λ΄κ³Ό ν¨κ» μ¬μ©λλ©° λͺ¨λν λ° μ±λ₯ μ΅μ νμ μ€μ μ λμμ΅λλ€.
π GitHub: https://github.com/MichaelKim20/m-stp
π§ michael.kim.200518@gmail.com
π github.com/MichaelKim20
Senior software engineer with 30+ years of experience.
Currently focused on Web3 infrastructure, smart contracts, blockchain system design, and AI/LLM engineering.
Contributing to smart contract infrastructure in the Web3 space and building enterprise-level AI pipelines.
Public projects are verifiable via GitHub and documented in GitBook.
- GenAI API-based fully automated multimedia video content generation pipeline.
- Automated multimodal orchestration: Script parsing β Scene Extraction (Gemini 2.0 Flash) β Image Generation (Gemini 3.0 Pro) β Hardware-accelerated Video Synthesis (FFmpeg).
- Features self-correction validation algorithm and domain-specific dynamic prompt guardrails for visual consistency.
- π GitHub Repository
- 100% Offline (Air-gapped) Local LLM-based enterprise infrastructure diagnostics & operations system.
- Features Regex parsing for Oracle/JEUS errors, ChromaDB RAG pipeline, and multi-model routing (Phi-3, Qwen2.5-Coder) via Ollama.
- Ensures Zero-Outbound data privacy with an SQLite-based KMS for troubleshooting history.
- π GitHub Repository
- Production-level Web3-integrated point & messaging SDK
- dms-osx, dms-sdk, dms-bridge
- π Docs
- TokenSwap logic + Mint/Burn/Pause + Governance lock
- bosagora-erc20
- Ethereum-based mainnet fork for BOA CoinNet
- Execution Layer: agora-el
- Consensus Layer: agora-cl
- π Documentation
- AI & Data: Python β’ FastAPI β’ Streamlit β’ Ollama (Local LLM) β’ ChromaDB
- Web3 & Backend: Solidity β’ Hardhat β’ Node.js β’ PostgreSQL β’ GraphQL β’ React β’ TypeScript β’ Web3Modal β’ ethers.js
Developed a lightweight Python library that implements core technical indicators for use in algorithmic crypto trading systems.
- Indicators: RSI, EMA, MACD, Bollinger Bands, and more
- Pure Python implementation with no external TA libraries
- Suitable for signal generation, backtesting, and real-time bot integration
Used in conjunction with my previously built trading bot and designed to be modular and performant.
π GitHub: https://github.com/MichaelKim20/m-stp
π§ michael.kim.200518@gmail.com
π github.com/MichaelKim20




