Musadiq Gilal  ·  AI Developer & Integration Engineer

Building production RAG systems and autonomous AI agents that actually ship.
Currently wiring LLMs into business workflows at Hudson Pharma · Karachi, PK

• 🏗️ Production RAG @ Hudson Pharma — 5–8 yr organisational knowledge base with natural-language retrieval across Sales, Finance, HR, and Operations (Python · LangChain · pgvector · AWS Bedrock · Vertex AI)
• 🤖 Multi-department AI agent suite — autonomous agents for cross-functional decision support, routed into Slack (LangGraph · Lambda · Slack API)
• ⚡ AI workflow automation — transitioned 25 % of daily org workflows to AI-driven automation via n8n, MCP servers, and custom toolchains

RAG systems          ██████████████████░░   90 %
LLM agent design     █████████████████░░░   85 %
Agentic orchestration ████████████████░░░░   80 %
MLOps / prod AI      ██████████████░░░░░░   70 %
Full-stack (Next.js) ████████████░░░░░░░░   60 %

Production work lives behind closed doors. Architecture and design patterns are fair game in interviews — feel free to reach out.

I'm open to roles involving LLM systems, agentic AI, RAG architecture, and AI integration engineering.

DM on LinkedIn or drop a mail at mkgilal@gmail.com