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Meeting Minutes Summarizer from Audio Recordings — project thumbnail preview
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Meeting Minutes Summarizer from Audio Recordings

This project turns raw meeting recordings into structured minutes: an automatic speech recognition stage transcribes the audi...

PyTorch Hugging Face Transformers Git
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Malware Detection from PE File Headers using Machine Learning — project thumbnail preview
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Malware Detection from PE File Headers using Machine Learning

This project builds a static machine-learning classifier that decides whether a Windows executable is malicious using only it...

Jupyter notebook Git Python 3
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Loan Default Prediction using Machine Learning — project thumbnail preview
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Loan Default Prediction using Machine Learning

This project builds a machine-learning credit-risk model that estimates the 12-month probability of default for retail loan a...

XGBoost scikit-learn Jupyter notebook
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Music Genre Classification from Audio using Deep Learning — project thumbnail preview
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Music Genre Classification from Audio using Deep Learning

This project trains a 2D CNN on mel-spectrograms to classify music into 10 genres using the GTZAN dataset (1,000 tracks, 100...

Git Python 3 TensorFlow · Keras
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Resume Screening and Ranking using NLP — project thumbnail preview
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Resume Screening and Ranking using NLP

This project builds an NLP pipeline that parses resumes (PDF/DOCX), extracts skills and experience with named-entity recognit...

scikit-learn Git Python 3
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Vehicle Speed Estimation from Traffic Camera using Computer Vision — project thumbnail preview
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Vehicle Speed Estimation from Traffic Camera using Computer Vision

This project estimates per-vehicle speed from a single traffic camera with no radar or road sensors: YOLOv8 detects vehicles,...

Git Python 3 NumPy · Matplotlib
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Parking Lot Occupancy Detection using Computer Vision — project thumbnail preview
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Parking Lot Occupancy Detection using Computer Vision

This project trains a CNN bay-classifier on the PKLot dataset (12,417 lot images, ~696,000 segmented parking spaces) to mark...

OpenCV Git Python 3
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Fire and Smoke Detection from CCTV using CNN — project thumbnail preview
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Fire and Smoke Detection from CCTV using CNN

This project fine-tunes YOLOv8 on the D-Fire dataset (~21,500 images with fire and smoke bounding boxes) to detect fire and s...

OpenCV Git Python 3
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Retail Shelf Out-of-Stock Detection using Computer Vision — project thumbnail preview
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Retail Shelf Out-of-Stock Detection using Computer Vision

This project trains a YOLOv8 product detector on SKU-110K (~1.7M annotated shelf boxes) and adds an out-of-stock gap-analysis...

OpenCV Git Python 3
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