CS Student · Builder · Kathmandu

Praansu Karmacharya

I build  ML models  that work in the real world.

01

About

I started coding because I wanted to know how things worked — websites first, then data pipelines, then sensors. Turns out the curiosity never stops. Now I'm a CS student at Islington College, Kathmandu, building across the stack.

I've trained CNNs that classify vehicles better than I expected, wired ESP32s at 2am, and built RAG pipelines that actually return useful answers. Every project teaches me something I didn't know I didn't know.

"The more I code, the more I realize how much I don't know — keeps things interesting."

0 Repositories
0 Major Projects
0 Tech Areas
0 Years Learning
02

Projects

🅿️

ParkX

IoT parking system with real ESP32 sensors, FastAPI backend, and a live dashboard. Wired the whole prototype at 2am — it worked on the first boot.

FastAPIESP32IoTPython
🚘

Vehicle Classifier

PyTorch CNN with ResNet-18 transfer learning trained on 4,000+ vehicle images. Biggest lesson: data quality matters more than architecture.

PyTorchCNNResNetPython
📄

AI Doc Summarizer

Upload a PDF, ask questions about it. RAG pipeline with LangChain + ChromaDB under the hood. Still amazed this works as well as it does.

LangChainChromaDBOpenAIStreamlit
❤️

Health Guard ML

Heart disease prediction using XGBoost with SHAP explainability. Because accuracy means nothing if you can't explain the why.

XGBoostSHAPPythonPandas
🏷️

Vehicle Labeling Tool

PyQt5 desktop app with keyboard shortcuts for high-speed image classification. Built because I got tired of manual labeling.

PyQt5SQLitePython
🌿

EcoVerda

Responsive e-commerce frontend for eco-friendly products. No frameworks, no build tools — just vanilla HTML/CSS/JS.

HTML5CSS3JS
03

Skills

Languages

Python Java JavaScript HTML/CSS SQL C++

ML & AI

PyTorch scikit-learn Pandas LangChain OpenCV XGBoost HuggingFace

Backend & Tools

FastAPI Streamlit Flask Git PyQt5 Docker

IoT & Cloud

ESP32 Arduino AWS QGIS
04

Activity

GitHub Stats Top Languages
Contribution Graph
05

Contact

I'm always open to new opportunities, collaborations, or just a chat about tech. If you've got something interesting — or just want to say hi — drop me a message.

Send me an email