AI Engineer & AI Solution ArchitectMuhammad Husnain Ali
Production agentic AI for the enterprises of the UAE and GCC. Built on Azure AI Foundry, Copilot Studio, RAG and Microsoft Fabric.
Lahore, Pakistan, delivering across UAE & GCC
Impact
Measured in outcomes, not prototypes.
- Agentic AI systems in production
- 25+
- Revenue impact delivered
- $50M+
- Enterprise users served
- 1000+
- Reduction in RAG latency
- 73%
Production stack
- Azure AI Foundry
- Microsoft Copilot Studio
- LangGraph
- LangChain
- CrewAI
- MCP (Model Context Protocol)
- A2A (Agent-to-Agent)
- Azure OpenAI
- Microsoft Fabric
- Azure AI Search
- Neo4j Knowledge Graphs
- Text-to-SQL
- Apache Kafka
- Azure Event Hubs
- Azure Kubernetes Service
- Helm
- FastAPI
- PostgreSQL
- Redis
- Langfuse
- Azure DevOps
- PyTorch
- Hugging Face
- YOLO
Muhammad Husnain Ali works with Azure AI Foundry, Microsoft Copilot Studio, LangGraph, LangChain, CrewAI, MCP (Model Context Protocol), A2A (Agent-to-Agent), Azure OpenAI, Microsoft Fabric, Azure AI Search, Neo4j Knowledge Graphs, Text-to-SQL, Apache Kafka, Azure Event Hubs, Azure Kubernetes Service, Helm, FastAPI, PostgreSQL, Redis, Langfuse, Azure DevOps, PyTorch, Hugging Face, YOLO.
Two roles
Engineer the AI. Architect the platform.
Build
AI Engineer
Agentic AI, RAG and LLMOps, built for production.
- Revenue impact
- USD 50M+
- RAG latency cut, 15s to 4s
- 73%
- Engineering hours saved a year
- 1000+
- Connectors on NovaFloat
- 1500+
Design
AI Solution Architect & AI Consultant
Governed, cloud-native AI on Azure, AWS and Google Cloud.
- Architecture & AI delivery
- 5 years
- Production AI solutions
- 25+
- Revenue impact
- USD 50M+
- Azure, AWS and Google Cloud
- 3 clouds
Skills
125 skills. 10 disciplines.
The expert-level core of each discipline, drawn from both CVs.
Generative AI & Agentic Systems
- Generative AI4+ yrs
- Large Language Models (LLM)4+ yrs
- Agentic AI2+ yrs
- Multi-Agent Orchestration2+ yrs
- Sub-Agents & Skills2+ yrs
LLM Stack & Frameworks
- LangChain3+ yrs
- LangGraph2+ yrs
- Microsoft Copilot Studio2+ yrs
- Azure AI Foundry Agent Service2+ yrs
- Azure OpenAI2+ yrs
Solution Architecture
- Event-Driven Architecture2+ yrs
- Microservices Architecture3+ yrs
- Enterprise Solution Design2+ yrs
- System Design3+ yrs
- API Design4+ yrs
Cloud, Infrastructure & MLOps
- Microsoft Azure4+ yrs
- Azure AI Foundry2+ yrs
- Azure Container Apps2+ yrs
- Docker3+ yrs
- Azure DevOps2+ yrs
Multi-Cloud: AWS & Google Cloud
- Amazon Bedrock1+ yrs
- Amazon SageMaker1+ yrs
- Amazon EKS & ECS1+ yrs
- AWS Lambda & API Gateway1+ yrs
- Amazon MSK, EventBridge, SQS & SNS1+ yrs
Data Engineering & Analytics
- Microsoft Fabric2+ yrs
- ETL / ELT Pipelines4+ yrs
- SQL4+ yrs
- Text-to-SQL2+ yrs
- Delta Tables2+ yrs
Vector Databases & Knowledge Graphs
- Azure AI Search2+ yrs
- Hybrid Search2+ yrs
- Pinecone2+ yrs
- FAISS3+ yrs
- Chroma2+ yrs
Protocols, Integrations & AI Governance
- MCP (Model Context Protocol)2+ yrs
- REST APIs4+ yrs
- OAuth 2.03+ yrs
- Microsoft Entra ID2+ yrs
- Access Control (RBAC)2+ yrs
Backend, ML & Computer Vision
- Python4+ yrs
- FastAPI3+ yrs
- Machine Learning4+ yrs
- Deep Learning3+ yrs
- Natural Language Processing (NLP)4+ yrs
Selected work
Built for production.
Agentic platforms, multilingual RAG, banking automation and Microsoft Fabric pipelines, delivered to UAE and GCC enterprises.
- Enterprise AIUSD 50M+revenue impact
Data2Decisions: Enterprise Data Intelligence Platform
Multi-agent text-to-insight platform built around a central orchestrator coordinating 10+ scoped sub-agents over 25+ structured connectors and a knowledge-graph layer.
Enterprise Data IntelligenceRead case study - Enterprise AI65%+productivity lift
NovaFloat: Enterprise AI Productivity Platform
AI platform unifying 1500+ prebuilt connectors, UI-attached custom MCP servers and a visual workflow builder, delivering a 65%+ productivity lift across departments.
Enterprise ProductivityRead case study - Government Tech4sresponse time
RTA Mahboob: Multilingual RAG & Text-to-SQL Platform
Bilingual EN/AR RAG for 1000+ UAE government users with text-to-SQL over 500+ tables, cutting latency 73%, from 15s to 4s.
Government: Roads & Transport Authority (UAE)Read case study - FinTech20,000/daytarget throughput
Cheque Clearance Automation for First Abu Dhabi Bank
Event-driven cheque clearance on Kafka / Azure Event Hubs, covering preprocessing, YOLO detection, OCR and signature matching through microservice consumers.
Banking: First Abu Dhabi Bank (UAE)Read case study - FinTech
Plutus: Conversational Banking Agent for Dubai Islamic Bank
Conversational banking agent for balances, transfers and beneficiaries, with core banking APIs wrapped in a custom MCP server behind layered guardrails.
Islamic Banking: Dubai Islamic Bank (UAE)Read case study - Document AI95%extraction accuracy
Fabric Policy Extraction Pipeline for Fertiglobe
End-to-end Microsoft Fabric pipeline extracting 40+ structured fields from policy PDFs into Delta tables, at 95% extraction and 98.75% evaluation accuracy.
Fertilizer & Clean Ammonia (Enterprise)Read case study
Have an AI project in mind?
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