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M · AhsanAgentic AI Engineer
M·AHSAN, home
Services

Transform your business with autonomous AI.

Enterprise-grade agentic engineering: secure multi-agent systems, RAG over your private data, and custom LLM integrations — grounded, observable, and deployed serverless on AWS, Azure, or GCP.

01

Agentic AI Consulting

Strategy and architecture for autonomous, multi-agent systems that deliver commercial outcomes.

  • Multi-agent architecture & orchestration design
  • Frontier vs. open-source model selection
  • AI investment, governance & risk frameworks
02

AI Automation

Autonomous workflows that replace manual, repetitive operations end to end.

  • Business-process automation with agent workflows
  • RAG pipelines over your private data
  • Serverless deployment on AWS / Azure / GCP
03

Custom Agent & Chatbot Development

Bespoke agents, copilots, and chatbots — grounded, secure, and observable.

  • Custom LLM integrations & tool use (MCP)
  • Grounded chat over your knowledge base
  • Guardrails, PII protection & observability
04

AI Cost & Token Optimization

Cut your LLM bill without cutting quality — context engineering, caching, and the right model for each job.

  • Prompt & context compression, token budgeting
  • Caching and model routing (frontier vs. OSS)
  • Cost tracking & guardrails via LangFuse

Also available for

Database DevelopmentCloud Application DevelopmentCybersecurityApplication DevelopmentInformation SecurityCloud ManagementBusiness AnalyticsSaaS DevelopmentCustom Software DevelopmentIT Consulting
Muhammad Ahsan

Let's scope your project.

Remote or in person (Saudi Arabia). Contact for pricing — every engagement is custom.