Systems with a job to do.

Production-minded projects across backend APIs, MLOps, retrieval, agents and healthcare platforms.

01Backend / MLOps

Customer Insurance Uptake Predictor

An end-to-end prediction pipeline with feature engineering, MongoDB Atlas ingestion, schema validation, MLflow experiment tracking, DVC versioning and threshold-based promotion to AWS S3.

Python · Scikit-learn · FastAPI · Docker · AWS · GitHub Actions

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02Backend / Healthcare

BloodCare

A backend-focused blood donation and request platform designed to connect donors with patients, manage availability and streamline urgent coordination.

Django · REST API · PostgreSQL · Docker

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03AI / Backend

AegisMind

A LangGraph system orchestrating specialized agents through intent routing, grounded PDF/DOCX Q&A, MCP client-server architecture and dual-layer SQLite + Redis memory.

LangGraph · FAISS · Redis · SQLite · MCP · Docker

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04Search / RAG

AI Job Recommender & Career Coach

A hybrid job matching platform combining BM25, Sentence Transformers, reciprocal rank fusion and cross-encoder reranking with LLaMA-powered career guidance.

LLaMA · Groq · LangChain · Qdrant · BM25 · RRF

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05Healthcare AI

PneumoScan

A computer vision project for assisting pneumonia screening from chest X-ray imagery, combining preprocessing, model training and an accessible prediction workflow.

Python · PyTorch · Computer Vision · FastAPI

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06Backend / Healthcare

BloodCare

A backend-focused blood donation and request platform designed to connect donors with patients, manage availability and streamline urgent coordination.

Django · REST API · PostgreSQL · Docker

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07Agentic AI

QPool

An agentic question-generation platform for creating MCQs, paraphrases and distractors with a structured generation workflow.

Python · LLM · LangChain · FastAPI

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