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mancitizen17/README.md

Hi, I'm Mansi 👋

AI Engineer building LLM-powered applications: RAG pipelines, tool-calling agents, and the backends that serve them. B.Tech CSE (Applied Mathematics), Nirma University '26 · AWS Certified AI Practitioner · Ahmedabad, India

🔨 Currently building

A multi-clinic healthcare AI platform at Nanta Tech (private repo):

  • 2 Claude-powered agents with 27 tools: a patient chat and voice assistant that books real appointments, and a staff copilot
  • FastAPI (98 routes) + PostgreSQL, Deepgram voice, and an AI scribe that drafts SOAP notes from consultation recordings

📌 Featured projects

MCP Chatbot · Live Demo Chatbot with MCP tool calling that answers plain-English questions over a database. Public demo of my Eternal Web internship project (Groq, LlamaIndex, Flask).

Serverless File Translation System · Live Demo Event-driven AWS pipeline: an S3 upload triggers Lambda, which translates the file into 7 languages with AWS Translate.

Daily Weather Alert System Automated daily data pipeline that sends an HTML forecast report with charts, plus SMS alerts for extreme heat. It has run for months without missing a day.

Valorant Duel Timestamp Analyzer, MINeD 2025 Hackathon OpenCV tool that detects kill/death/assist moments with 95% accuracy, processing a 27-minute match in 70 seconds.

🛠️ Tech stack

AI/LLM: Claude API · Amazon Bedrock · OpenAI · Groq · Ollama · LlamaIndex · RAG · MCP Backend & Data: Python · FastAPI · Flask · PostgreSQL · SQL · pandas · NumPy Cloud & Tools: AWS (Lambda, S3, Bedrock, Translate) · Docker · Linux · Git Analytics: Power BI (DAX, Power Query) · Excel · Power Automate

📫 Reach me

LinkedIn · menonmansi2024@gmail.com

Pinned Loading

  1. MCP-Chatbot MCP-Chatbot Public

    Chatbot with MCP tool calling that answers plain-English questions over a SQLite database. Public demo of my AI/ML internship project(Groq, LlamaIndex, Flask).

    Python

  2. serverless-file-processor serverless-file-processor Public

    Event-driven AWS pipeline: uploading a text file to S3 triggers Lambda, which translates it into 7 languages with AWS Translate. Includes input validation, structured logging and error handling.

    JavaScript

  3. Weather-Update Weather-Update Public

    Daily weather alert pipeline in Google Apps Script. It emails an HTML forecast report with a temperature chart and sends SMS alerts for extreme heat via Twilio.

    JavaScript

  4. file-translator file-translator Public

    Live Vercel demo of my serverless file translator: paste or upload text and translate it instantly. A lightweight version of serverless-file-processor (AWS S3 + Lambda + Translate).

    HTML