Road to AGI

🚀 Welcome to my GenAI Journey!

Artificial Intelligence is the new electricity.

👽 About Me

Solutions Architect - Generative AI Engineer (Master's Degree in Computer Science)

Seminar Photo — Presenting at Azure OpenAI Workshop, Microsoft Korea

Microsoft Technology Center, Microsoft Korea

Kakao GenAI Seminar with Microsoft Korea

KB Bank — KB Fincance Group GenAI Workshop

AWS Summit 1 — AWS Bedrock, AWS Summit Seoul

SMB1 — Azure OpenAI Workshop for Korean Enterprises at Microsoft Korea

SMB workshop — Azure OpenAI Workshop for Korean Enterprises at Microsoft Korea

Shinhan Bank — Shinhan Card Multi-Cloud GenAI Project

Conducting Azure AI Studio training for KCC

Microsoft Security — Micrsosoft AI Security Workshop

Megazone Microsoft — Azure OpenAI Seminar(Megazone Cloud and Microsoft)

PoscosAzureAI — Azure AI Studio Training for Poscos

👩🏽‍🚀 Projects

[1] Multimodal RAG Avatar Service for Prompthon with Microsoft Korea and MegazoneCloud AI Accelerator Program - Implemented RAG pipeline using semantic chunking and OCR with Azure Document Intelligence, Azure TTS Avatar, Azure AI Studio - Fine-tuned open-sourced models like phi-3 mini in Microsoft AI toolkit and MaaS using Conda and NVIDIA GPU.

Multimodal RAG Avatar Service project

[2] Biz Chatbot Service Development (MegaChat Enterprise) - Developed chatbot using LangChain and function calling to connect with database of MegazoneCloud’s meeting room/café system. - Implemented with Azure OpenAI, GPT-4 model, Azure AI Search for indexing and vector storage, and Cosmos DB for chat history.

MegaChat Enterprise(Biz Chatbot Service)

🏆 Publications and Certificates

[1] Service-Aware Dynamic Sharding Approach for Scalable Blockchain - Published in IEEE Transactions on Services Computing (JIF Rank 2 in Computer Science and Software Engineering, 2022)

IEEE Paper — Service-Aware Dynamic Sharding Approach for Scalable Blockchain Paper

[2] Machine Learning-based Endorsing Peer Set Selection Scheme for Scalable Blockchain over Wireless Networks - Published in 2021 Korean Institute of Communications and Information Sciences Fall Conference

ML Peer Thesis — Machine Learning-based Endorsing Peer Set Selection Scheme for Scalable Blockchain over Wireless Networks

[3] HealthAI : AI-Based Approach for Improved Healthcare Services - Published as MSc Thesis in Dongguk University, 2023

[4] Develop AI agents using Microsoft Azure OpenAI and Semantic Kernel - Issued by Microsoft, July 2024

[5] Develop generative AI solutions with Azure OpenAI Service - Issued by Microsoft, July 2024

AOAI — Develop generative AI solutions with Azure OpenAI Service

[6] Create an intelligent document processing solution with Azure AI Document Intelligence - Issued by Microsoft, July 2024

Azure DI — Create an intelligent document processing solution with Azure AI Document Intelligence

[7] Build a natural language processing solution with Azure AI Language - Issued by Microsoft, July 2024

Azure NLP — Build a natural language processing solution with Azure AI Language

The best way to predict the future is to create it.
-Peter F. Drucker

National Research Foundation of Korea Projects

[1] Efficient Message Forwarding and Consensus Path Optimization in Blockchain Networks through Advanced Network Protocol Technologies

👨‍💻 Machine Learning and Blockchain Researcher (Deep Neural Networks and Blockchain)

PBFT-Project — Machine Learning-Driven Message Forwarding and Consensus Path Optimization in Blockchain Networks

[2] Development of blockchain technology for wireless terminals, aimed at ultra-low latency 5G services

👨‍💻 Machine Learning and Blockchain Researcher (Neural Network,Consensus, Smart contracts, and DApps)

5G-Blockchain — Machine Learning-Based Solutions for Enhancing Blockchain Technology in 5G networks

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