Hi, I’m Salman

I build and scale cloudnative, production AI agents and LLM applications for enterprise teams. My work focuses on agentic AI, LLM applications, RAG workflows, and AI governance making sure systems are safe, observable, reliable, and productionready.

Over the past year, I’ve:

🚀 Reduced deployment lead time by 30%

🔁 Decreased content update cycles by 40%

🟢 Maintained 99% uptime in production environments

I started my journey in Karachi, working with WordPress, JavaScript, TypeScript, and Python.
Today, I work as an Agentic AI Engineer & Fullstack Developer at GIAIC, designing autonomous, cloudnative systems using:

OpenAI GPT & OpenAI Agents SDK FastAPI, Dapr, and MCP Server (Context7) Distributed training and fine tuning with Ray and PyTorch

I also consult with teams to turn AI concepts into measurable, production outcomesnot demos.

Design and implement RAG pipelines and vector search Work with Qdrant and Pinecone Build data backends using PostgreSQL, NeonDB, and SQLModel Ship developer docs and portals with Docusaurus Treat Markdown as code

For agent UIs and integrations, I work with: OpenAI ChatKit Official MCP SDKs

I deploy and operate systems using:

Docker & Kubernetes Helm, Minikube, kubectlai, and kagent GitHub Actions, Terraform, DevContainers, and n8n Costeffective production clusters on DigitalOcean (DOKS) when appropriate

Every release includes: 📊 Observability 🔎 Model monitoring 🧬 OpenTelemetry patterns

TestDriven & SpecDriven Development Guardrails for safe and predictable RAG behavior Strong emphasis on governance, reliability, and maintainability

I call this approach MShaped Development:

Deep AI/ML expertise combined with broad fullstack and cloud engineering skills.

Delivered production agents and governed LLM applications for: Shell Unilever Carrefour HBL

Outcomes included: Faster release cycles Shorter content update timelines Enterprise uptime targets Improved release velocity

AI Engineering roles MLOps roles Fullstack cloud development Shortterm consulting engagements

Let’s connect and build practical, scalable AI systems together.

AI & ML
Python · OpenAI GPT · OpenAI Agents SDK · OpenAI ChatKit · Ray · PyTorch · RAG

Backend & Data
FastAPI · Dapr · MCP Server (Context7) · Official MCP SDK · PostgreSQL · NeonDB · SQLModel · Qdrant · Pinecone · Kafka

Cloud & DevOps
Docker · Kubernetes · Helm · Minikube · kubectlai · kagent · GitHub Actions · Terraform · DevContainers · DigitalOcean (DOKS) · n8n

Frontend & DX
TypeScript · Next.js · Tailwind CSS · Sanity (groq) · Docusaurus · Markdown as code

Quality
pytest · TDD · SpecDriven Development

Find me here: