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atharvad38/README.md

Atharva Deshmukh

Agentic AI Systems • Multi-Agent Architectures • Retrieval-Augmented Generation


About

AI Engineer focused on designing and building agentic AI systems.

Currently working on multi-agent orchestration, retrieval-augmented generation (RAG), structured reasoning pipelines, and production-grade AI infrastructure.

Interested in the intersection of:

  • Autonomous agents
  • Retrieval systems
  • Knowledge-augmented generation
  • AI system architecture

Experience

AI Intern
Siemens DISW, Pune
Jun 2025 – Present

Designing and deploying AI systems with increasing focus on agentic workflows, multi-agent orchestration, and retrieval pipelines.


Core Focus Areas

  • Agentic AI system design
  • Multi-agent orchestration (LangGraph-based workflows)
  • Retrieval-Augmented Generation (RAG)
  • Hybrid retrieval (vector + structured data)
  • Tool-calling architectures
  • Production AI deployment

Selected Projects

Craft AI
Multi-agent AI coding system converting natural language requirements into structured software architectures.

videorag
Open-source Python library for semantic retrieval of transcript chunks from YouTube videos using vector search.

SAVANA
Deepfake and AI-generated content detection using computer vision and NLP.

AAROHI
AI-powered healthcare robotics system for hospital automation.


Technical Stack

Languages
Python

LLMs & NLP
Transformers, Tool-Calling LLMs

RAG & Retrieval
FAISS, Azure AI Search, Vector Search

Multi-Agent Systems
LangGraph, Agent Orchestration Patterns

Backend & Infra
Flask, REST APIs, Azure Blob Storage, Cosmos DB

Databases
MongoDB, SQLite

Developer Tools
Git


Achievements

Patent published – AI-based Healthcare Robot
Patent published – IoT-based Indoor Mapping System
Winner – SIH 2023 Internal Hackathon
Adobe Hackathon Semi-Finalist


Designing intelligent systems that reason, retrieve, and act.

Pinned Loading

  1. techcodebhavesh/SAVANA_API techcodebhavesh/SAVANA_API Public

    SAVANA: Secure AI Verification and Analysis Network Architecture

    Python

  2. AarohiRobot/AarohiRobot AarohiRobot/AarohiRobot Public

    TypeScript 1

  3. Next-word-Prediction Next-word-Prediction Public

    The Next Word Prediction project uses the NLTK library and the Reuters dataset to predict the next word in a given sequence. This project processes text data into bigrams and employs Conditional Fr…

    Jupyter Notebook

  4. Stock-Analysis-with-AI Stock-Analysis-with-AI Public

    Python

  5. AI_Based_Research_Assistant AI_Based_Research_Assistant Public

    AI_Based_Research_Assistant

    Python

  6. Smart-Resume-Shortlisting-System Smart-Resume-Shortlisting-System Public

    Python