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DanishShaikh18/README.md

Hi, I’m Danish 👋

I build AI-powered applications and backend systems that turn data and models into usable products.

My work focuses on Python-based systems that combine backend engineering, retrieval pipelines, and applied AI to build practical, end-to-end applications.

🧠 What I build

• AI-powered applications using LLMs and retrieval pipelines
• Backend APIs and services connecting data, models, and user interfaces
• Data-driven systems that translate raw data into usable insights
• Product-style projects designed to be used, not just demonstrated

My projects typically involve end-to-end workflows from data ingestion and processing to AI integration and user-facing features.

🔧 Tech Stack

🚀 Selected Projects

🧠 Klarity — AI Knowledge Assistant

AI-powered document interaction system that allows users to query PDFs/Docx using natural language.

• Retrieval-Augmented Generation (RAG) pipeline
• Qdrant vector database for semantic search
• FastAPI backend + React frontend
• LLM responses grounded strictly in document context

🎯 Resume2Job — Resume & JD Intelligence

AI system that analyzes resumes against job descriptions and generates actionable improvement insights.

• Semantic resume-JD comparison using embeddings
• FAISS vector search + LLM reasoning
• Full-stack application with Flask + React

📊 QuickCommerce Intelligence Suite

Large-scale exploratory analysis of quick-commerce delivery operations.

Focus areas: • demand patterns
• delivery performance
• churn signals

🌐 Connect

If you're reviewing this profile professionally,
Klarity and Resume2Job are the one of best places to start.

Pinned Loading

  1. Klarity Klarity Public

    Built an AI-powered system that allows users to interact with PDF documents using natural language queries.

    Python

  2. Resume2Job Resume2Job Public

    AI-powered resume vs job description matcher built to explore real-world LLM integration and structured feedback.

    JavaScript 3

  3. QuickCommerce-Intelligence-Suite QuickCommerce-Intelligence-Suite Public

    End-to-end analytics suite for Blinkit, Swiggy, and JioMart — 100k+ orders analyzed to forecast demand, optimize SLAs, and reduce churn (+37% growth impact)

    Jupyter Notebook 4

  4. Student-Mental-Health-Analysis Student-Mental-Health-Analysis Public

    Data-driven analysis of post-COVID student mental health (16k+ survey responses), revealing hidden drivers of depression, anxiety, and suicidal risk. Delivered actionable insights for targeted inte…

    Jupyter Notebook 5