AI Systems Engineer

Hi, I'm Muhammad Sameer Khan

I Build Production AI Systems for Businesses

Helping businesses design, build, and deploy production-ready AI systems from AI agents and enterprise RAG to AI workflow automation and custom AI applications.

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Sameer Khan
50+
AI Projects Delivered
Top Rated
Upwork Top Rated Plus
Production
Systems People Use
4+
Industries Served

Are These Challenges Familiar?

I build AI systems that solve these problems.

Search Overload

Employees spend hours searching documents scattered across systems.

Manual Repetition

Teams manually process repetitive workflows that software can handle.

Scattered Knowledge

Company knowledge is scattered everywhere with no trusted central layer.

Support Bottlenecks

Customer support handles the same questions repeatedly with no automated answers.

Core Solutions

AI Systems Built Around Business Outcomes

AI Agent Development

Build intelligent AI agents that automate tasks, make decisions, and work seamlessly with your business tools.

  • Multi-agent workflows
  • Tool & API integrations
  • Memory & context management

Enterprise RAG Systems

Deploy enterprise-grade RAG systems that deliver accurate, context-aware answers from your business knowledge.

  • Semantic search & retrieval
  • Knowledge base integration
  • Session-aware conversations

AI Workflow Automation

Automate repetitive business processes with AI-powered workflows that connect your existing tools and systems.

  • Intelligent process automation
  • CRM & business integrations
  • Human-in-the-loop workflows

Custom AI Solutions

Design and develop custom AI solutions tailored to your business, from internal operational tools to customer-facing AI applications.

  • FastAPI & backend development
  • Secure API integrations
  • Production deployment & scaling
Case Studies

Selected Work With Clear Business Value

Enterprise Collaborative AI Platform
Enterprise AI SaaS Lead AI/Backend Engineer

Enterprise Collaborative AI Platform

A secure AI workspace enabling organizations to access 250+ AI models, collaborate through shared workspaces, leverage private knowledge with RAG, and maintain enterprise-grade security & compliance.

Python FastAPI RAG ChromaDB AWS Docker
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Regulated AI Financial Advisory Platform
FinTech Lead AI/Backend Engineer

Regulated AI Financial Advisory Platform

AI-powered financial advisory for UK regulated environments with personalized recommendations and conversational AI.

Python FastAPI LLMs RAG
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Intelligent Document Processing Platform
Enterprise AI SaaS Lead AI/Backend Engineer

Intelligent Document Processing & Knowledge Platform

AI-powered document intelligence for processing, searching, and analyzing large document collections with natural language.

Python FastAPI ChromaDB RAG
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Why Businesses Work With Me

I Build Systems People Actually Use

Production Experience

I don't just build demos. I deploy systems people actually use.

Full Stack AI Delivery

Backend, APIs, deployment, infrastructure, AI models.

Business Focus

Solutions designed around ROI rather than AI hype.

Content Hub

AI Implementation Insights

RAG Architecture

RAG architecture guides

Practical patterns for chunking, retrieval, and grounding LLM outputs in production.

Automation

Automation case studies

Real-world examples of AI eliminating repetitive workflows and saving hours of manual work.

Implementation

Business AI insights

Lessons learned moving AI prototypes into reliable production systems.

Ready to Automate a Manual Process?

Send a short note about the workflow, documents, or knowledge problem you want solved. I will reply with the clearest next step.

Prefer email? connect@msameerkhan.com