Open to opportunities

Madhuri Ghadge

@madhurighadge

Message

I build machine learning and retrieval-based AI applications using Python, NLP, and production-ready APIs.

India

Message

What I'm looking for

I'm looking for an opportunity to build machine learning, NLP, and AI applications, contribute to production-oriented services, and grow through hands-on work in data science and ML deployment.

I co-developed MathMinds AI at INBENNE, a Streamlit and FastAPI platform that converts handwritten and word-problem mathematics questions into step-by-step solutions. I reduced backend API latency by 40% through Redis caching and Celery-based asynchronous processing, while deploying containerized services with Docker and Hugging Face Spaces.

I've built predictive modeling, computer vision, analytics, and RAG systems using Python, Scikit-learn, PyTorch, PostgreSQL, FAISS, and FastAPI. My work includes credit-risk modeling and responsible AI analysis, hybrid document retrieval with reranking, and two published papers on deep learning optimization and cost-sensitive handwritten mathematical symbol classification.

Experience

Work history, roles, and key accomplishments

Project Intern

INBENNE

Oct 2025 - Mar 2026 (5 months)

Co-developed MathMinds AI, an end-to-end Streamlit + FastAPI application powered by Gemini-2.5-Flash, converting handwritten and word-problem mathematics questions into automated step-by-step solutions. Built multimodal processing pipelines and reduced backend API response latency by 40% using Redis caching and Celery-based asynchronous task processing.