πŸ‘¨β€πŸ’» Karandeep Singh

Junior Data Scientist Β· Python Β· ML Β· Computer Vision Β· Building real projects

🐍 Python πŸ”₯ PyTorch / TensorFlow πŸ‘ OpenCV πŸ€– Generative AI 🟒 LIVE projects below
πŸš€ LIVE β€” Deployed & Running

Image Watermark Tool

Upload an image, add text/logo watermark, control position & opacity, download. 100% in-browser.

HTML/JSCanvas API

Mario β€” Play in Browser

Playable web port of the Mario-Python-Game: same tile-map levels & physics, or hit Auto-play.

HTML5 CanvasPhysics

PAN Card Tampering Detection

Detects tampering in PAN card images using OpenCV + SSIM. Live project page.

OpenCVPythonSSIM

Face Swap App

Face-swap experiments with OpenCV + dlib, wrapped in a web app. Live project page.

OpenCVdlibFlask
πŸ“¦ Ready to Deploy (enable Pages in Settings β†’ 1 click)

Image Watermark App

Upload an image, add text/logo watermark, control position & opacity, download. Flask app β€” deploy to Render/Railway or Pages.

FlaskHTML/JS

Angular To-Do List

Feature-rich to-do app (Angular 15 + TypeScript + Bootstrap). Build & push to gh-pages for a live demo.

AngularTypeScriptBootstrap

NSE Stock Screener

Real-time Nifty 100 screener β€” SMMA crossovers + ML filter. Desktop app (Tkinter).

PythonTkinterML
🧠 Machine Learning & AI Projects

RSNA Knee Abnormality Detection

Kaggle framework β€” 12 knee abnormalities from MRI + radiology reports (multimodal).

PyTorchpydicomNLP

Gemini AI App

Streamlit chat app powered by Google Gemini. Deploy to Streamlit Cloud in 2 clicks.

StreamlitGemini

Face Detection App

Real-time face detection with OpenCV Haar cascades.

OpenCVPython

Mario Python Game

Tile-map platformer with custom physics engine & demo AI (5 unit tests).

Pythonpygame

Trader Behavior Analysis

Deep EDA of trader historical data β€” profitability, risk, patterns + PDF report.

PandasEDA

Credit Card Fraud Detection

Fraud detection on imbalanced anonymised transactions (SMOTE, precision/recall).

scikit-learnML
πŸ–₯ Computer Vision & Deep Learning

Medical Imaging GAN

GANs generating synthetic X-rays/MRIs + Streamlit app.

GANStreamlit

Stable Diffusion Generator

Text→image diffusion pipeline + marketing front-end.

DiffusionStreamlit

Face Recognition India

MTCNN + Inception-ResNet face recognition + Flask.

MTCNNFlask

Crop Disease Classification

CNN classifying crop diseases from field images.

CNNKeras

Traffic Monitoring

Object detection on Dhaka traffic video.

Detection

Wildlife Conservation CNN

CV for wildlife conservation (WorldQuant University).

CNNCV

Intel Image Classification

CNN on 6 scene classes.

CNN

Bird Species Prediction

CNN predicting bird species; hyperparameter tuning.

CNN

Vehicle Counting & Detection

Counts/detects vehicles in video (OpenCV).

OpenCV

Plant Disease Prediction

CNN predicting plant disease from leaf images.

CNN

Traffic Sign Classification

CNN for traffic signs (TensorFlow/Keras).

Keras

Text Extraction from Images

OCR + OpenCV enhancement of extracted text.

OCROpenCV

Dog Breed Prediction

CNN predicting dog breeds.

CNN

Sentiment Analysis

Text sentiment classification (scikit-learn).

NLP
🌐 Web / C# / Other

Chatbot C#

WinForms chatbot with 40+ AIML knowledge files.

C#AIML

C# Console Games

Snake, Tetris, Ping-Pong, Tron.

C#

Angular To-Do List

Angular 15 + TypeScript + Bootstrap.

Angular

NodeJS Learning

6 verified Node.js exercises.

Node.js

Partjo β€” Next.js

Next.js App Router starter.

Next.js