Munchen Koch🇰🇿

CSE (AI&ML) engineering specialization. CEO of D:XL Organisation

[Munchen Koch🇰🇿 @MunchenKoch]

Building SEREINIAN — a luxury handmade crochet & embroidery ecommerce platform focused on emotional aesthetics, immersive UI, and modern full-stack architecture.

Frontend:
• Next.js 15
• React
• Tailwind CSS
• Framer Motion
• Dynamic Routing
• Responsive UI Architecture

[Munchen Koch🇰🇿 @MunchenKoch]

@itsstanyy @samirande_ huh

[Munchen Koch🇰🇿 @MunchenKoch]

RESTAPI-Node.js,Express.js,designed MongoDB schemas,managed data using Mongoose,structured modular route handling for product and order management.Crafted clean,responsiveUI in vanilla HTML,CSS,JavaScript Handled cart logic,dynamicDOM updates,async backend calls using FetchAPI.

[Munchen Koch🇰🇿 @MunchenKoch]

one of my older full-stack projects, Cuisine Club (FreshCart), a fully deployed grocery ordering web app. Here's everything that went into building it:
github repo-https://t.co/DLpOf5jwYU
visit it https://t.co/A3y9VhT8MO

[Munchen Koch🇰🇿 @MunchenKoch]

Programming: Python
Deep Learning: TensorFlow, Keras
Computer Vision: OpenCV, Pillow (PIL)
Data Processing: NumPy, Pandas, Scikit-learn
Visualization: Matplotlib
Web Framework: Streamlit
Development Tools: Git, GitHub, Visual Studio Code, Virtual Environments

[Munchen Koch🇰🇿 @MunchenKoch]

an end-to-end deep learning application that classifies waste images using Convolutional Neural Networks (CNNs) built with TensorFlow/Keras and deployed through Streamlit.
repo-https://t.co/Yx1UCCtLVC

[Munchen Koch🇰🇿 @MunchenKoch]

@itsstanyy where did you deploy it though?

[Munchen Koch🇰🇿 @MunchenKoch]

@Beluga_69_69 Too average , doesn’t stand out

[Munchen Koch🇰🇿 @MunchenKoch]

@irnofic interested

[Munchen Koch🇰🇿 @MunchenKoch]

@rulemoree so are you gonna come to india

[Munchen Koch🇰🇿 @MunchenKoch]

@AtomMccree Its free? But you dont have money? Wdym?

[Munchen Koch🇰🇿 @MunchenKoch]

@codespicious @mikeydsoftware Isn’t the term called prompt engineering has same meaning?

[Munchen Koch🇰🇿 @MunchenKoch]

@codespicious Legitimate

[Munchen Koch🇰🇿 @MunchenKoch]

@sumitkun_ stay in ECE why are you coming in CSE

[Munchen Koch🇰🇿 @MunchenKoch]

드디어 제 첫 번째 3D 애니메이션 웹사이트가 세상에 공개되었습니다! 🎨✨ 상상하던 것들이 생생하게 움직이는 모습을 보니 너무 설레고 기쁩니다. 아래 링크에서 직접 확인해 보세요!
첫 번째 3D 애니메이션 웹사이트 방문하기

[Munchen Koch🇰🇿 @MunchenKoch]

https://t.co/PjfQ0o4xOw
my first korean 3d animated website-제가 처음으로 3D 애니메이션 웹사이트를 만들었다는 소식을 전하게 되어 정말 기쁩니다!🦄

[Munchen Koch🇰🇿 @MunchenKoch]

After 7 Hours of crazy debugging....
All 5 tests are passing successfully! ✅
Here's the test summary:
TEST 1: Storing memories ✅
TEST 2: Retrieving relevant context✅
TEST 3: Saving agent output to memory ✅
TEST 4: Session memory ✅
TEST 5: Memory stats ✅

[Munchen Koch🇰🇿 @MunchenKoch]

@lswoogie Are you working at any company currently?

[Munchen Koch🇰🇿 @MunchenKoch]

@lswoogie wanna connect? should i follow u

[Munchen Koch🇰🇿 @MunchenKoch]

PolyAgent — A Multi-Agent AI Operating System for Knowledge Work

An open-source, self-hosted platform where specialized AI agents collaborate autonomously to complete complex, multi-step tasks — with full observability, memory, and a beautiful UI