Mahesh Menon

Agentic AI Engineer

Generative AIGenerative AI EngineerAgentic AIAvailable for hire
Experience
2+ yrs
Skills
22
Projects
4
Certifications
4

Enthusiastic Agentic AI Engineer with 2 years of experience building autonomous AI systems for enterprise automation. Experienced in LangGraph, LlamaIndex, Model Context Protocol (MCP), Qdrant, OpenAI APIs, and Python. Skilled in designing AI agents capable of tool calling, workflow orchestration, document intelligence, and business process automation.

Expertise & skills

Programming
PythonSQLJavaScript
Agentic AI
LangGraphLlamaIndexMCP
LLMs
OpenAI GPT-4Anthropic Claude
Vector Databases
QdrantFAISS
Frameworks
FastAPIStreamlit
Cloud & DevOps
AWSDockerGitHub Actions
Databases
PostgreSQLMongoDB
Core Concepts
RAGTool CallingPrompt EngineeringAI WorkflowsFunction Calling

Selected projects

Technologies: LangGraph, GPT-4, Qdrant

  • Built a multi-agent financial research platform to analyze company reports and generate investment summaries.
  • Implemented retrieval pipeline using Qdrant for contextual answers.
  • Reduced manual research effort by 45%.

Technologies: LlamaIndex, FastAPI, OpenAI

  • Developed an AI solution to summarize legal contracts and identify important clauses.
  • Created document indexing and conversational search capabilities.

Technologies: MCP, Python, FastAPI

  • Integrated AI agents with enterprise tools using Model Context Protocol.
  • Automated ticket categorization and knowledge retrieval for support engineers.

Technologies: Python, GPT-4, PostgreSQL

  • Created an AI assistant to answer inventory queries and recommend stock replenishment.
  • Integrated SQL data retrieval with natural language interactions.

Core competencies

Multi-Agent SystemsEnterprise AI AutomationLLM IntegrationRAG DevelopmentREST API DevelopmentAnalytical ThinkingAgile & Scrum

Certifications

  • OpenAI API Developer Certification
  • LlamaIndex for Enterprise AI
  • AWS Cloud Practitioner
  • Prompt Engineering Essentials

Education

  • Bachelor of Engineering in Information Technology

    Gujarat Technological University (GTU)

    2024

Similar engineers

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