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Machine Learning

US Visa Approval Prediction

An end-to-end Machine Learning pipeline that predicts US Visa approvals. Built with modular architecture, robust logging, exception handling, and containerized deployment.

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Machine Learning

Movie Recommendation System

A content-based movie recommendation engine. Pick a movie you love and get five similar picks instantly through an interactive and user-friendly web interface.

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Machine Learning

Bengali NLP Pipeline

Natural language processing pipeline for Bengali text — sentiment analysis, named entity recognition, and text classification with fine-tuned transformers.

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Machine Learning

Deep Vision Classifier

High-accuracy image classification model using convolutional neural networks with transfer learning (ResNet, VGG) for domain-specific vision tasks.

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Machine Learning

Misinformation Detection Engine

Machine learning model that detects misinformation and fake articles using advanced NLP vectorization, achieving high precision across cross-validated benchmarks.

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