Interests & Expertise

Areas I'm passionate about and where I focus my expertise.

Computer Vision

Computer Vision

My Interests

+
DYP.AI

DYP.AI

View Experience

+
MLOps Infrastructure

MLOps Infrastructure

Learn More

+

My Journey Through Time

A timeline of my professional projects and achievements in AI and software development.

2025 - Present

DYP.ai - Official Launch

Successfully launching DYP(Design Your Package) to the global market.

Features:

  • • Custom Package Size - Create packages with precise dimensions
  • • AI Design Generation - AI-powered generation for unique designs
  • • 3D Editor - Advanced 3D editing tools for visualization
  • • Print-ready Export - Professional print-ready quality exports
Custom Package Size
AI Design Generation
3D Editor
Print-ready Export

2024

Package Design Algorithm Research, Prototype Development

Conducted research on package design algorithms and developed prototypes for practical applications.

Key Actions:

  • • Auto-Labeling tool development
  • • Patent application for Package Design Assistant for automated customized package design
  • • Prototype development with Streamlit
  • • Research and workflow development on package design algorithms
Prototype Development with Streamlit
Research and Workflow Development on Package Design Algorithms

2023

Focused on Image Generation and Quantization

Conducted research on image generation using Stable Diffusion and optimized model performance through quantization techniques. Developed various applications integrating these technologies for practical use cases.

Key Projects:

  • Image Editor with LangChain (Aug - Oct 2023)
  • SD LoRA with MLflow (May - Jun 2023)
  • SAM + Stable Diffusion Inpaint with Triton (Apr - May 2023)
  • Auto Acceleration (Mar - Apr 2023)

2022

Industrial AI Solutions & MLOps Platform

Focused on building enterprise-grade AI solutions and establishing robust MLOps infrastructure for scalable machine learning operations.

Major Projects:

  • On-premise MLOps Platform Development (Jan - Dec 2022)
  • Machine Vision to Computer Vision Migration (Aug - Nov 2022)
  • Vision Model Integration for C-arm X-Ray Equipment (Jun - Sep 2022)

2021

Fall into Computer Vision

Started my journey in applied computer vision, focusing on real-world market applications and environmental solutions through AI technology.

Key Achievements:

  • AI Solution for Recycling Sorting Facilities (Jul - Dec 2021)
  • CVFM (Computer Vision For Market) Development (Apr - May 2021)