7 production-grade intelligent systems built from scratch
#01
YOLOv8 pretrained on COCO dataset detecting persons in images, video files, and live webcam with bounding boxes and confidence scores. No GPU required.
#02
MobileNetV2 transfer learning model detecting mask compliance in real-time. Includes interactive Streamlit dashboard with batch processing, compliance reporting and live webcam.
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#03
Binary image classification with Custom CNN and MobileNetV2 transfer learning. Trained on 10,000 real images with complete data augmentation pipeline.
#04
Stacked LSTM neural network predicting stock prices from live Yahoo Finance data. Works for any stock symbol worldwide with 30-day future forecasting and interactive Streamlit dashboard.
#05
Predicts customer churn using 4 ML models with full EDA pipeline. Feature importance analysis identifies top churn drivers. Business-ready insights with actionable recommendations.
#06
Predicts California house prices using 6 ML models with advanced feature engineering. Geographic price heat map, correlation analysis, and interactive prediction tool.
#07
Analyzes sentiment in text using both traditional ML and deep LSTM models. Streamlit "Neural Pulse" dashboard with word clouds, batch CSV analysis, and real-time prediction.