Mohammed Arif

About Mohammed Arif

AI & Backend Developer with strong problem-solving skills and hands-on experience building agentic systems, scalable backend services, and intelligent automation tools using FastAPI, LangChain, LangGraph, Django, and FastMCP. Skilled in designing multi-agent workflows, optimizing LLM pipelines, integrating cloud services, and developing full-stack applications.

Experience

1. System Engineer

   Tata Consultancy Services

   Jul 2025 — Present · Bengaluru, IN

   Manufacturing CTO team, helping clients make their workflows efficient using Agentic system.• Developed a conversational analytics chatbot enabling users to query InfluxDB time-series database through natural language. Implemented an agentic workflow for query contextualization, classification, Flux query generation, validation, and response synthesis. Designed guardrails to prevent unsafe queries and deliver structured operational insights.• Automated the customer information system of a client by integrating competitor analysis and address validation agents (Google Maps & Serper API) to validate customer details, reject competitor requests, and predict large-scale future orders using lead-generation agents.• Developed an MCP server exposing custom tools for a scalable agentic system, enabling seamless orchestration across multiple AI agents.• Reduced LLM input token usage by 40% by converting verbose JSON outputs of tools into TOON-optimized structures, significantly cutting inference cost and latency.• Designed, developed, and deployed 7+ production-grade AI agents using Google’s AgentDevelopment Kit (ADK), integrating third-party APIs and RAG as tools, and deploying them on GoogleCloud Run for scalable, low-latency, containerized inference.• Implemented a Refine MapReduce LLM pipeline for large-document processing overcoming contextwindow limitations, by incrementally merging prior outputs with new chunks to generate consistent,context-aware summaries without information loss.• Winner – TCS AI Fridays Hackathon: Won a weekly hackathon, secured 1st place at the Bangalore Regional Finals, and represented TCS Bangalore at the National Finals, ranking Top 26 out of 2500+ teams nationwide and emerging as the youngest team at the national level.

Education

• DY Patil University

  Bachelor of Technology, Computer Engineering