Hey There!
I'm Ayush Mandowara
Senior Generative AI ML Researcher & Developer
Virtusa
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About Me

Senior Generative AI ML Researcher & Developer at Virtusa

I specialize in building cutting-edge Conversational AI Agents and Multi-Agent systems. With deep expertise in LLMs, RAG architectures, and agentic frameworks, I develop intelligent AI solutions that transform how businesses interact with technology.

Passionate about creating scalable AI systems using LangChain, CrewAI, AutoGen, and building production-ready RAG pipelines with ChromaDB, Pinecone, and Weaviate.

Skills

technologies I work with

LLMs & AI Models

  • GPT
  • Claude
  • Gemini
  • Llama
  • Mistral

Agentic AI Frameworks

  • LangChain
  • CrewAI
  • AutoGen
  • Microsoft Autogen
  • CAMEL

RAG & Vector Databases

  • ChromaDB
  • Pinecone
  • Weaviate
  • Qdrant
  • pgvector

NLP & Text Embeddings

  • OpenAI Embeddings
  • Google Vertex
  • Cohere

Programming

  • Python
  • JavaScript
  • FastAPI
  • Flask
  • Django
  • React
  • Vue.js

Tools & Cloud

  • Docker
  • AWS
  • Vertex AI
  • PostgreSQL
  • MongoDB
  • Git
  • Jira

Projects

Featured Work

LawGPT

RAG-based Generative AI Attorney fed with Indian Penal Code data. Built with Streamlit, LangChain and TogetherAI API.

RAG Chatbot

Retrieval Augmented Generation web app with Gemini-powered chatbot, built using Streamlit.

Mercari AI Search Agent

Custom LLM-powered search agent for Mercari Japan built without LangChain, focusing on query understanding.

Contrastive HTC

Contrastive learning model for hierarchical text classification. Accepted as a long paper.

Sentiment-Based Recommendations

ML-powered product recommendation system for e-commerce using sentiment analysis.

Facebook Auto Liker

Python automation script using PyAutoGUI to auto-like Facebook images. ⭐ 45 stars

YouTube Downloader

Streamlit app to download YouTube videos in 4K resolution, with audio-only option.

RL Tic-Tac-Toe

Q-Learning based RL agent for Numerical Tic-Tac-Toe against stochastic opponents.

YouTube Metadata Analysis

YouTube data analysis tool for understanding content reach and engagement patterns.

Contact

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