Interests & Expertise
Areas I'm passionate about and where I focus my expertise.
Computer Vision
My Interests
DYP.AI
View Experience
MLOps Infrastructure
Learn More
My Journey Through Time
A timeline of my professional projects and achievements in AI and software development.
2025 - Present
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
2024
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
2023
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
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
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)