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Mahaboobunnisa123/README.md

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AI NLP RAG PostgreSQL TimescaleDB

👩‍💻 About

I build research-driven, production-ready AI systems with a focus on:

  • Natural Language Processing (NLP)
  • Multimodal AI
  • Retrieval-Augmented Generation (RAG)
  • End-to-end ML pipelines
  • Data-driven backend systems and analytics platforms

My work bridges academic research and real-world deployment. Alongside AI development, I also enjoy working on the infrastructure and data platforms that power intelligent systems. I have built a Retrieval-Augmented Generation (RAG) system using embeddings and vector search for semantic document retrieval, an IoT telemetry analytics platform using PostgreSQL and TimescaleDB for time-series data analysis and query optimization, and a Kubernetes-based multi-tenant platform that automates application provisioning with Helm and FastAPI. These projects helped me gain hands-on experience building systems that combine AI capabilities with scalable backend infrastructure.

🚀 Featured Work

Explore my pinned repositories below for:

  • Research-based NLP projects
  • RAG chatbots and knowledge systems
  • Applied ML for real-world problems
  • Data analytics and time-series data platforms

🛠 Tech Stack

Python · Machine Learning · Deep Learning · Generative AI · RAG · LangChain · NLP · FAISS · Streamlit · PostgreSQL · TimescaleDB · SQL · Pandas · NumPy · Docker · Kubernetes · GitHub · HTML · CSS · JavaScript · Vue · UI Improvements · React

🤝 Open Source Contributions

  • OWASP - OpenCRE, Cornucopia & Threat Dragon projects (UI / content improvements)
  • AboutCode - VulnerableCode project contributions

Available for freelance work - contact via email/LinkedIn

📫 Connect

Pinned Loading

  1. PDF_RAG_Chatbot PDF_RAG_Chatbot Public

    Streamlit-based PDF RAG chatbot that lets users upload text-based PDFs, builds a FAISS index with SentenceTransformers, and answers questions using Gemini with source citations.

    Python 1

  2. woocommerce-platform woocommerce-platform Public

    Kubernetes-native multi-tenant WooCommerce provisioning platform using Helm, FastAPI, and React. Supports namespace-per-store isolation, resource quotas, persistent storage, and local-to-production…

    Python 1

  3. Agent-AI-labs Agent-AI-labs Public

    Jupyter Notebook

  4. ResponseIQ_Chatbot ResponseIQ_Chatbot Public

    An end-to-end chatbot refers to a chatbot that can handle a complete conversation from start to finish without requiring human assistance.

    Python 1

  5. arxiv-paper-abstract-classification arxiv-paper-abstract-classification Public

    Jupyter Notebook 1

  6. UrbanNoiseAnalysis UrbanNoiseAnalysis Public

    🔊 Combating urban noise pollution with AI! Analyzes 2000+ environmental sounds (ESC-50) to predict mental health impacts. Features Random Forest ML, WHO-compliant health modeling, and stunning visu…

    Python 1