Munavar
Hussain
My journey in
Numbers
Driven by impact, powered by intelligence
Document Extraction Accuracy
AI Projects Deployed
Years of AI Experience
Processing Time Reduced
Portfolio
Work I've Shipped
keep scrolling to explore the projects
Selected Work
Projects
Real-world applications built with modern tech stacks and shipped to production.
AI Agents
(03)Document Extraction IDP — AWS Bedrock
Developed an automated serverless agent using AWS Lambda and S3 that classifies uploaded documents (invoices, contracts, forms) and extracts structured data using OCR, ML models, and template matching. Achieved 90%+ accuracy with event-driven processing pipeline handling thousands of documents per hour.
Multi-Agent Energy Management — Supervisor Agents
Developed a comprehensive multi-agent architecture on AWS Cloud featuring specialized agents with integrated knowledge bases. Implemented serverless workflows using Lambda functions, OpenSearch for contextual search, and DynamoDB for real-time energy consumption and customer support data management.
Process Mining — Code Interpreter Agent
Developed and implemented a Code Interpreter Agent for Process Mining App and Dashboard accelerator using LangChain framework. Enables users to extract insights and information from Excel data through natural language queries powered by LLM integration.
Work Experience
My professional journey building intelligent AI systems
WNS - VURAM (Part of Capgemini)
Aug 2024 - Present
Bank Reconciliation — Westpac Group Australia
Designed and implemented an AI-infused Bank Reconciliation solution using Python, combining rule-based logic with intelligent automation to streamline financial data matching and exception handling for high-volume transaction processing.
AgentOps — Enterprise AI Operations Platform
Engineered a comprehensive enterprise platform for managing production AI agents, unifying observability, continuous evaluation, and guardrails governance. Implemented multi-LLM judging workflows and automated Responsible AI checks.
Process Mining — Code Interpreter Agent
Developed a Code Interpreter Agent for Process Mining App using LangChain framework. Enables users to extract insights from Excel data through natural language queries powered by LLM integration.
Document Extraction IDP — AWS Bedrock
Built an automated serverless agent using AWS Lambda and S3 that classifies uploaded documents and extracts structured data using OCR, ML models, and template matching. Achieved 90%+ accuracy handling thousands of documents per hour.
Multi-Agent Energy Management — Supervisor Agents
Developed a comprehensive multi-agent architecture on AWS Cloud featuring specialized agents with integrated knowledge bases, Lambda functions, OpenSearch for contextual search, and DynamoDB for real-time data management.
TechVolt Software Pvt Ltd
Aug 2023 - Oct 2023
Data Analytics & Visualization
Conducted advanced data analysis using SQL, Python, and visualization tools (Power BI/Tableau) to uncover key trends and performance drivers.
Business Intelligence Reporting
Delivered data-driven insights through dashboards and reports, enabling stakeholders to make informed business decisions and track KPIs effectively.
Bachelor of Technology (B.Tech)
Crescent University, Chennai
AI Arsenal
Proficient in cutting-edge AI frameworks,
cloud platforms, and intelligent automation tools.
LangChain
AI/MLAutoGen
AI/MLLangGraph
AI/MLCrewAI
AI/MLMulti-Agent Systems
AI/MLLLM Integration
AI/MLPrompt Engineering
AI/MLRAG Systems
AI/MLMCP
AI/MLAWS Bedrock
CloudAWS Lambda
CloudAmazon S3
CloudDynamoDB
CloudOpenSearch
CloudServerless
CloudEvent-Driven
CloudPython
DevOCR
DevDocument Processing
DevML Integration
DevRule-based Logic
DevSQL
DataPower BI
DataTableau
DataData Analytics
DataMongoDB
DataContact For Work
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