AWS Certified Generative AI Professional

Buildingautonomousintelligence.

Senior AI Engineer crafting multi-agent systems
that ship to production and run 24/7.

Muhammad Hanan Asghar

Lahore, Pakistan · 6+ years · 50+ projects

Open to remote, worldwide

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OpenAI Agents SDKClaude SDKLangGraphAWS StrandsMCPRAGCrewAILoRABedrockPineconeFastAPILangSmithOpenAI Agents SDKClaude SDKLangGraphAWS StrandsMCPRAGCrewAILoRABedrockPineconeFastAPILangSmith
01Experience

Where I have built

01

Horizon Digital

Senior AI Engineer

Nov 2024 - Present · Australia

Architecting enterprise multi-agent automation for clients across Australia.

  • Architected production-grade multi-agent systems with OpenAI Agents SDK, Anthropic Claude SDK, and AWS Strands Agents for enterprise automation workflows.
  • Designed end-to-end RAG pipelines with LangChain, LangGraph, and LlamaIndex over Pinecone, ChromaDB, and Faiss at scale.
  • Built Model Context Protocol servers wiring tools and data into autonomous LLM agents.
  • Led AI transformation: mentoring teams on prompt engineering, agentic design patterns, and responsible deployment.
Enterprise POCs shipped within days, accelerating the sales pipeline
40% operational cost reduction via multi-agent automation
OpenAI Agents SDKClaude SDKAWS StrandsLangGraphMCP
02

9exgen Solutions

Senior AI Engineer

Jan 2022 - Oct 2024 · Lahore, Pakistan

Built stateful agent orchestration and fine-tuned open models for enterprise clients.

  • Built LLM applications with OpenAI SDK, Claude SDK, and Hugging Face Transformers for NLP, code generation, and document intelligence.
  • Architected multi-agent orchestration with LangGraph, CrewAI, and AutoGen for complex stateful business workflows.
  • Fine-tuned GPT, Llama, and Mistral with PEFT, LoRA, and QLoRA for domain-specific deployments.
  • Ran scalable inference and evaluation on AWS Bedrock and SageMaker while mentoring a team of developers.
60% reduction in client manual effort via decision-making pipelines
85% retrieval accuracy gain over keyword search with advanced RAG
LangGraphCrewAIAutoGenLoRA / QLoRAAWS Bedrock
03

Upwork

Senior AI Engineer · Freelance

Sep 2019 - Present · Remote, Global

Top-Rated Plus freelancer delivering AI systems to clients across three continents.

  • Delivered 50+ LLM and multi-agent projects: RAG systems, conversational AI, autonomous agents, and AI-powered SaaS.
  • Built custom agents with OpenAI Agents SDK, Claude SDK, LangChain, and AWS Strands across fintech, healthcare, and e-commerce.
  • Implemented real-time LLM observability with LangSmith, Arize Phoenix, and custom evaluation pipelines.
Top-Rated Plus with 100% job success across 50+ projects
Deployed apps serving thousands of users, autonomous 24/7
RAGConversational AILangSmithArize PhoenixSaaS
02Arsenal

Tools of the craft

Agent SDKs

01
OpenAI Agents SDKAnthropic Claude SDKAWS Strands AgentsGoogle ADKAutoGen

LLM Frameworks

02
LangChainLangGraphLlamaIndexCrewAIHaystackSemantic Kernel

Models

03
GPT-4o / o1 / o3Claude Sonnet / OpusLlama 3MistralGeminiCommand R+

Agentic Patterns

04
RAG PipelinesMCPReAct / CoT / ToTA2A ProtocolTool UseMemory & State

Fine-tuning & MLOps

05
PEFTLoRA / QLoRAHF TransformersLangSmithArize PhoenixW&B

Vector Databases

06
PineconeChromaDBFaissQdrantWeaviatepgvector

Cloud & DevOps

07
AWS BedrockSageMakerAgentCoreLambdaGCPAzureDockerGitHub Actions

Backend

08
PythonFastAPIDjango / DRFNode.jsPostgreSQLMongoDBRedis
03About

Six years turning frontier models into production systems that think, plan, and act on their own.

I design and ship multi-agent architectures across the full ecosystem: OpenAI Agents SDK, Anthropic Claude SDK, AWS Strands, LangGraph, CrewAI, and AutoGen. From RAG pipelines and MCP tool servers to PEFT and LoRA fine-tuning and Bedrock-scale deployment, I build the connective tissue between raw model capability and measurable business impact in fintech, healthcare, and e-commerce.

0+Years in AI engineering
0+LLM and agent projects shipped
0%Client cost cut via agent pipelines
0%Job success score on Upwork
04Recognition

AI/ML Reactor Competition

AWS & Epiphany

2022

Top-Rated Plus · 100% Job Success

Upwork

Ongoing

Hacktoberfest

GitHub

2020
05Education

BS Electrical Engineering

University of Engineering & Technology, Lahore

2018 - 2022

  • AWS Certified Generative AI Professional
  • Deep Learning Specialization · DeepLearning.AI · 2020
  • Applied AI Certificate · IBM · 2019
06Contact

Have an idea? Let's make it autonomous.

Base

Lahore, Pakistan · Open to remote, worldwide

© 2026 Muhammad Hanan Asghar

Designed & engineered with intent