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TheMimikyu/README.md

Vedant Yadav | AI Engineer & Open Source Contributor

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πŸ”— Connect

πŸš€ AI Engineer specializing in NLP systems

Building production-grade RAG pipelines β€’ Exploring Haystack β€’ Open Source advocate


πŸ”₯ Featured Work

Core Projects

Advent of Haystack

Explore capabilities of Haystack framwork including (but not limited to) hybrid search & speech-to-text capabilities

Mappa AI

Local LLM-powered mind mapper with React Flow UI β€’ Works on local device via Ollama

Ambitus Intelligence

Building end to end automate market research platform using multi-agent architecture


πŸ› οΈ Technical Arsenal

NLP/ML Core

Haystack RAG Pipelines LLM Orchestration TensorFlow

Tools & Platforms

Azure AI Weaviate Docker FastAPI


πŸ“ˆ GitHub DNA

Recent Impact

Haystack Contribution Hacktoberfest

Activity

Python JavaScript Jupyter

πŸ’‘ Rapid Fire

  • 🌱 Learning: Advanced RAG optimization techniques.
  • πŸ‘¨πŸ’» Current Focus: Ambitus Intelligence market research platform.
  • 🎯 2025 Goal: Contribute 10+ PRs to OSS AI projects.
  • ⚑ Fun Fact: My code once helped diagnose crop diseases for 10+ Indian farms. 🌾

πŸ“œ Featured Writing + Collected Resources

Haystack Beginner's Guide

ML Learning Resources

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  1. mappa mappa Public

    Generate mind maps using Ollama local models and interact with them through an intuitive interface.

    TypeScript 2

  2. adventOfHaystack adventOfHaystack Public

    This project is a collection of tasks and solutions for working with the Haystack framework.

    Jupyter Notebook 2

  3. Customer-Behaviour-Analysis Customer-Behaviour-Analysis Public

    Comprehensive Analysis of customer behavior and preferences using EDA methods and unsupervised learning.

    Jupyter Notebook

  4. healio healio Public

    Healio 🩺 | One-Stop Digital Healthcare Platform | A Regional Finalist @ Google x AMD x GFG Solving for India Hackathon 2023

    HTML