Featured Projects
Trade-off analysis in real-world deployment of deep learning models under resource constraints
A robust fruit classification system that bridges the gap between "notebook accuracy" and "real-world deployment", implements multi-seed statistical validation, architecture-agnostic explainability (CAM), and a dependency-free inference engine optimized for Edge AI environments.
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Exploring the Impact of Social Media Engagement on the Mental Wellbeing of University Students
Statistical analysis of 348 participants to study depression predictors.
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Real-Time Cloud-Deployed AI Workforce Analytics & MLOps Dashboard
End-to-end MLOps analytics platform with FastAPI backend, real-time KPIs, business metrics, PostgreSQL, and Heroku deployment.
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Domain-Specific Q&A System
Retrieval-Augmented Generation (RAG) system using FAISS, LangChain, and FLAN-T5-Base for grounded, hallucination-controlled document intelligence on CPU.
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