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rani700/README.md

Hi, I'm Shweta Rani 👋

Data Engineer @ WNS with an M.Tech in AI & Robotics — by day I build data pipelines; nights and weekends I ship end-to-end LLM systems: agents, RAG, and the platforms underneath them.

🌐 shwetarani.com — my portfolio is an AI agent, go talk to it  ·  LinkedIn  ·  YouTube

🚀 Flagship projects

Project What it is Stack
HealthCompanion · live Private per-patient medical RAG — upload records (incl. scanned & handwritten), ask grounded, cited questions FastAPI · Gemini · ChromaDB · React/TS · Kubernetes
EasyForm Document-extraction agent that auto-fills government exam forms from marksheets & IDs GPT-4o Vision · LangGraph · Pydantic · FastAPI
E-Commerce GenAI Data Agent Plain-English questions → guarded Spark SQL over a Medallion lakehouse Databricks · Llama 3.3 70B · Streamlit
DietDoctor AI AI dietician that lives in WhatsApp — LLM conversation, exact health math via Python tools Google ADK · Gemini 2.5 Flash · n8n · ArgoCD
shweta-agent · live The portfolio-you-talk-to itself — streaming chat grounded on a markdown knowledge base FastAPI · SSE · Ollama · Kubernetes

🛠️ What I work with

  • GenAI: LangGraph · LangChain · Google ADK · RAG (ChromaDB) · prompt engineering · GPT-4o · Gemini · Llama
  • Data: Python · PySpark · Databricks · SQL · Azure Data Factory · Snowflake
  • Platform: FastAPI · Docker · Kubernetes · ArgoCD · GitHub Actions · Azure

📌 Earlier work

Lung-field segmentation on chest X-rays — xray ⭐14  ·  Spotify ETL pipeline  ·  Real-time streaming with NiFi, AWS & Snowflake

Pinned Loading

  1. SpotifyData-ETL-Pipeline SpotifyData-ETL-Pipeline Public

    Jupyter Notebook 2

  2. xray xray Public

    Lung fields segmentation on chest X-ray images

    Jupyter Notebook 14

  3. Databricks_Ecomm_Data_Platform Databricks_Ecomm_Data_Platform Public

    GenAI data agent on Databricks: ask a plain-English question, get answers from a Medallion (Bronze/Silver/Gold) e-commerce lakehouse. Llama 3.3 70B translates NL to Spark SQL with safety guardrails…

    Jupyter Notebook 1

  4. DietDoctorAI DietDoctorAI Public

    Conversational AI dietician on WhatsApp — Google ADK + Gemini 2.5 Flash with custom Python health-math tools (BMI/BMR/macros), n8n middleware, GitOps deploys via GitHub Actions + ArgoCD to Kubernetes.

    Python

  5. easyform easyform Public

    AI document-extraction agent for government exam form auto-fill (FastAPI + LangGraph + GPT-4o)

    Python

  6. healthcompanion healthcompanion Public

    Private per-patient medical RAG system: upload records (incl. scanned & handwritten), ask grounded, cited questions. FastAPI · Google Gemini · ChromaDB · React/TS · Kubernetes.

    Python