About me

I'm a Generative Ai/ Computer Vision / ML Research Engineer working in Seoul, South Korea. My current research and work lies in Advance Driving Assistant by utilizing CV/ML/DL.

Education

  • MYONGJI UNIVERSITY
    MS in Information and Communication Engineering | CGPA: 4.13/4.4 | Mar. 2013 - Feb. 2015

Selected Projects

Deep Agents Deep Agents Deep Agents

Deepagents

Deepagents is a simple, open source agent harness that implements a few generally useful tools, including planning (prior to task execution), computer access (giving the able access to a shell and a filesystem), and sub-agent delegation (isolated task execution)

[Code]
RAG Comprehensive Guide

Comprehensive RAG GUIDE

Detailed GUIDE and Walk through code for RAG

[Code]

LLM Chat assistant

LLM Chat assiatant which also keep track of your chat history until browser session is alive Server is deployed with FastAPI and ngnix

[DEMO]

LLM2 Model Fine Tunning

LLM2 Model was transefered learned and fine tunned for general conversations

[Code]

Breast Cancer Predicting

Inasive ductal carcinoma (IDC) is - with ~ 80 % of cases - one of the most common types of breast cancer. It's malicious and able to form metastases which makes it especially dangerous.

For training, First is transferd learnt using imagenet weights, and later finetuned. System can predict healthy or cancerious tissues above 90%.

[Code]

Facial Expressions predictor

Design, data modeling and implementation of deep learning algorithm to predict different expressions of human given an image

[Code]

A Featured Area-Based Image Registration

Image registration is necessary when images from multiple viewpoints need be brought into common coordinate system. Image registration techniques can be classified as area-based methods and feature-based methods. s. In this paper, we propose a mixture of two methods termed as featured area-based method.

[Paper]

Experience

2025

June 2024 - July 2025 (contract)

2024

September 2022 - February 2024

2021

July 2021 - August 2022

2019

Dec. 2019 - June 2021

2018

Jan. 2018 - Dec. 2019

2016

Sep 2016- May. 2017

    Research Associate at AI Lab, Department of Information and Communication Engineering Myongji University
    Directed by Prof. Young Sung Soh
    C/C++ Python OpenCv MatLab

2015

June 2015 - June 2016

2013

Mar. 2013 - Feb. 2015

    Research Assistant at AI Lab, Department of Information and Communication Engineering Myongji University
    Directed by Prof. Young Sung Soh
    C/C++ Python OpenCv MatLab

2012

Mar. 2012- Feb. 2013

Publications

Misc

  • Cricket player (lover)
  • Badminton Player
  • Book reader