ML Pipeline for Medical Imaging (VGG16 + MLOps)
2025An end-to-end medical imaging pipeline for chest cancer classification, built with a full MLOps workflow from data versioning through deployment.
PythonTensorFlow/KerasDVCMLflow
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Projects
Things I've built
Each project includes the problem, the approach, and what actually happened when it shipped.
Visa Approval Prediction: End-to-End Project
2024An end-to-end ML pipeline predicting visa approval outcomes, with model monitoring for production data drift.
PythonScikit-learnMongoDBGitHub
AI Resume Analyzer (LLM-Powered)
2024An LLM-powered tool that extracts structured information from resumes, evaluates candidate-role fit, and generates actionable feedback.
PythonGemini API