> ## Documentation Index
> Fetch the complete documentation index at: https://manojjahgirdar.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Overview

> Presenting few of my projects worth mentioning on my profile

**Generative AI**

<CardGroup cols={3}>
  <Card title="Schema-Resilient NL-to-SQL Agent" href="/projects/genai/schema-resilient-nl-to-sql-agent">
    An AI agent that accurately translates natural language to SQL over poorly structured, legacy databases.
    <Info>LangGraph, MCP</Info>
  </Card>

  <Card title="Self-service KYC Agent" href="/projects/genai/self-service-kyc">
    A DeepAgent with planning, Extensive context, Diverse expertise and adaptive solution to process documents, classify intent and entity and perfrom customer due diligence with AI Agents Interoperability fundamentals.
    <Info>DeepAgent, A2A, MCP</Info>
    <Info>A2A, MCP</Info>
  </Card>

  <Card title="AI Agents Interoperability" href="/projects/genai/acp-agents">
    An enterprise ready Agentic AI architecture which is framework and LLM Agnostic.
    <Info>ACP, A2A</Info>
    <Info>MCP</Info>
  </Card>

  <Card title="E-commerce analysis AI Agent" href="/projects/genai/e-commerce-usecase">
    An AI Agent that can analyze e-commerce patterns such as customer behavior to identifying trends in product sales and user feedback.
    <Info>LangGraph</Info>
  </Card>

  <Card title="Financial research and analysis Agent" href="/projects/genai/financial-advisor-usecase">
    An AI Agent that can enhance the productivity of a financial advisor by creating reports, summarizing meeting transcripts and gathering market insights.
    <Info>CrewAI</Info>
  </Card>

  <Card title="On-call SRE Agent" href="/projects/genai/sre_agent">
    AI-driven SRE agent for on-call support, incident management, and system health monitoring.
    <Info>Multi-agent collaboration</Info>
  </Card>

  <Card title="Retrieval-Augmented Generation(RAG) playbooks" href="/projects/genai/rag-playbooks">
    A comprehensive repo with different types of retrieval augmented generation (RAG) techniques.
    <Info>Notebooks</Info>
  </Card>
</CardGroup>

**Generative AI - Hackathons**

<CardGroup cols={3}>
  <Card title="Adaptive AI Assessment" href="/projects/genai/genai-adaptive-assessment-system">
    Generative AI-powered Adaptive Assessment System aimed at transforming the EdTech space.
    <Info>LangGraph</Info>
  </Card>

  <Card title="Improving safety at large public events" href="/projects/genai/safety-at-large-public-events">
    AI-driven situational awareness and enforcement platform aimed at enhancing public safety at large-scale events in India
    <Info>Google ADK</Info>
  </Card>
</CardGroup>

**Machine Learning**

<CardGroup cols={3}>
  <Card title="Govern a Traditional AI model" href="/projects/ml/trusted-ai">
    IBM-Azure Trusted AI use case
    <Info>Gradient Descent</Info>
  </Card>

  <Card title="Summarize a video or audio using IBM Watson" href="/projects/ml/summarize-a-video-or-audio">
    An end to end framework for generating summaries & insights from video and/or audio files using a combination of IBM and Open source technologies.
    <Info>GPT, BERT</Info>
  </Card>

  <Card title="Augmented Reality powered Virtual Mirror" href="/projects/ml/virtual-mirror">
    Personalized jewellery recommendations with a virtual mirror
    <Info>KMeans, AR, VR</Info>
  </Card>

  <Card title="Online & Offline Order processing during pandemics" href="/projects/ml/order-processing-pandemics">
    Where there was a pandemic, no gig workers, no quick commerce, we came up with this call for code submission!
    <Info>STT, TTS, Assistant</Info>
  </Card>
</CardGroup>

**ERP system**

<CardGroup cols={3}>
  <Card title="Browmix ERP" href="/projects/erp/browmix">
    An ERP solution to manage entire operations in an corrogated box industry right from paper inventory to production.
    <Info>Cloud-native app</Info>
  </Card>
</CardGroup>

**Miscellaneous**

<CardGroup cols={3}>
  <Card title="Smart waste management with Internet of Things (IoT)" href="/projects/miscellaneous/smart-waste-management">
    Equipped IoT to a bin and turned it into a smart bin capable of managing the waste smartly.
  </Card>

  <Card title="Hobby Projects" href="/projects/miscellaneous/hobby">
    These are some of my projects that I have done in my summer vacations as hobby projects!
  </Card>
</CardGroup>