Noor Ansari

AI Systems Engineer

mohammadna71@gmail.com

Pune, MH

AI Systems Engineer building infrastructure for LLM agents. Developed MCP servers, tool orchestration frameworks, and workflow automation systems. Background in backend systems and high-performance data processing.

Technical Skills

Languages

Java, Python, SQL

AI Agent Systems

MCP, LLM Tooling, Agent Workflows

Frameworks

Spring Boot, FastAPI

Databases

PostgreSQL, AWS DynamoDB

Cloud

AWS (S3, Lambda, API Gateway)

Projects

Agent Infrastructure Platform

Feb 2026 - Present

  • •Developed a cross-language runtime for executing LLM tools over MCP
  • •Built a declarative tool framework that auto-generates validation, routing, and protocol exposure from tool definitions
  • •Implemented a staged execution model enabling shared behaviors to apply uniformly across tools
  • •Developed multi-turn agent workflows with concurrent tool invocation and controlled execution flow

Data Integrity Sentinel in Java

Aug 2025

  • •Built a scalable data-integrity pipeline for large datasets
  • •Sustained 500+ MB/s throughput in tests
  • •Improved scalability with multithreading and streaming
  • •Modularized codebase using Spring IoC and Factory patterns

AI Workflow Automation

Apr 2025

  • •Built a workflow engine to automate document processing with AI
  • •Implemented serial and parallel execution to support diverse workflows
  • •Automated file ingestion, processing, and output handling

Education

International Institute of Information Technology (I2IT)

Bachelor of Engineering, Electronics & Telecommunication

2026