End-to-end Machine Learning project using Random Forest, Flask web app, and AWS EC2 deployment.
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Nov 17, 2025 - HTML
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full-stack-ml
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SoloSolve AI is an end-to-end system for transforming raw customer complaints into structured, actionable insights. It combines high-quality synthetic data generation, efficient QLoRA fine-tuning, and a 270M-parameter multi-task classifier that achieves near-perfect accuracy on Amazon Fashion complaint tasks.
nlp distributed-systems data-science big-data customer-service mlops edge-ai complaint-management-system gen-ai llm-engineering full-stack-ml
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Dec 1, 2025 - Jupyter Notebook
A production-ready Machine Learning application that detects fake news in real-time using NLP and Logistic Regression. Features a decoupled training pipeline, a Flask REST API, and a web interface.
python nlp flask machine-learning scikit-learn logistic-regression fake-news-detection full-stack-ml
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Nov 19, 2025 - Python
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