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Muhammad M. Cloud, AI and Serverless Platforms

My name is Muhammad M. and I have over 7 years of experience in the tech industry. I specialize in the following technologies: Amazon Bedrock, Vertex AI, AI Agent Development, Retrieval Augmented Generation, LangChain, etc.. I hold a degree in . Some of the notable projects I've worked on include: AWS Bedrock AgentCore + GraphRAG – Legal Contract Intelligence, AWS AgentCore Financial Advisor - 3 Agents, Memory Persistence, <200ms, LegalLens Contract Analysis - 6 Agents on Google ADK, 95% Accuracy, ProspectVox Voice AI Sales - 47% Connect Rate, 300+ Meetings/Month, Production Observability - CloudWatch Agent Tracing, etc.. I am based in Lahore, Pakistan. I've successfully completed 12 projects while developing at Softaims.

I thrive on project diversity, possessing the adaptability to seamlessly transition between different technical stacks, industries, and team structures. This wide-ranging experience allows me to bring unique perspectives and proven solutions from one domain to another, significantly enhancing the problem-solving process.

I quickly become proficient in new technologies as required, focusing on delivering immediate, high-quality value. At Softaims, I leverage this adaptability to ensure project continuity and success, regardless of the evolving technical landscape.

My work philosophy centers on being a resilient and resourceful team member. I prioritize finding pragmatic, scalable solutions that not only meet the current needs but also provide a flexible foundation for future development and changes.

Main technologies

  • Cloud, AI and Serverless Platforms

    7 years

  • Amazon Bedrock

    1 Year

  • Vertex AI

    4 Years

  • AI Agent Development

    2 Years

Direct hire

Potentially possible

Previous Company

Cognilium AI

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Experience Highlights

AWS Bedrock AgentCore + GraphRAG – Legal Contract Intelligence

Built Legal Lens AI on AWS Bedrock AgentCore with GraphRAG (Neo4j). 6-agent system processes 1.2M contracts, 70% faster review, 95% risk-detection accuracy. Features: Document Processor, Clause Extrac

AWS AgentCore Financial Advisor - 3 Agents, Memory Persistence, <200ms

Built Financial Advisor agent on AWS Bedrock AgentCore. Multi-agent system: Financial Advisor (personalized guidance), Budget Planning Agent (detailed planning), Guardrails Agent (blocks illegal reque

LegalLens Contract Analysis - 6 Agents on Google ADK, 95% Accuracy

Multi-agent contract intelligence system on Google ADK: - 6 specialized agents: Warranty, Liability, Costs, Terms, Dates, Damages - Hierarchical orchestration with supervisor pattern - Evaluation harn

ProspectVox Voice AI Sales - 47% Connect Rate, 300+ Meetings/Month

Built ProspectVox – production Voice AI for outbound sales. Real-time LLM orchestration (GPT-4) via Twilio. Features: natural conversation, CRM integration, appointment scheduling. Tech: Twilio VoiceA

Production Observability - CloudWatch Agent Tracing

Full observability implementation for multi-agent systems: - Request tracing from user query to final response - Agent-to-agent handoff visualization - Latency breakdown per agent - Cost tracking per

Education

  • National University Peshawar

    in Machine Learning , Ai , Data Scinece and Conversational AI

    2012-01-01-2018-01-01

Languages

  • English (Fluent)✓