Silhouette of Shan

Hi There! I'm Shan

AI Engineer @ HSBC London, specialising in Agentic AI

I focus on building Agentic systems that deliver real business value. My responsibilities include designing Agentic workflows, developing MCP servers / tools, and building vector databases.

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About Me

Get to know the person behind the code.

What I do

I've collaborated with one of the Big Three MBB consulting firms to explore an Agentic Proof of Value for HSBC Global Payments. I've also helped develop HSBC's internal agentic platform used by colleagues worldwide. My work includes designing agentic workflows, developing MCP servers, and building vector databases.

Programming Languages

Python SQL HTML CSS JavaScript

AI & Agentic

LangGraph LangChain FastMCP RAG ChromaDB Scikitlearn PyTorch Keras

DevOps & Cloud

Kubernetes Docker CI/CD

Tools & Frameworks

FastAPI Pydantic Pytest Git GitHub Jira

Work Experience

A snapshot of my professional journey.

AI Engineer (Agentic AI)

HSBC

Sep 2025 - Present

  • Designing Agentic workflows, developing MCP servers and tools, and building vector databases.
  • Collaborated with one of the Big Three MBB consulting firms to explore an Agentic Proof of Value for HSBC Global Payments.
  • Helping the Chief Technology Office develop HSBC's internal agentic platform used by colleagues worldwide.

Software Engineer

HSBC

Jul 2024 - Sep 2025

  • Used Python and Flask to automate vulnerability reporting, reducing manual effort from hours to under 10 minutes.
  • Developed a Jira issue creation tool that automated the creation of hundreds of issues, saving days of managerial time annually.
  • Built a knowledge base website for internally developed technical tools, reducing repetitive support queries to SMEs.

Computer Science & Maths Tutor

Self-employed

Feb 2023 - Jun 2024

  • Taught programming, mathematics, and machine learning concepts to students of varying technical backgrounds.
  • Simplified complex concepts into structured, understandable explanations.
  • Analysed student learning gaps and adapted instruction to improve logical thinking and problem-solving ability.

CAD Designer

L'autre Monde Architectural

Sep 2022 - Nov 2022

  • Used ArchiCAD software to create floor plans and 3D models for client properties.
  • Engaged with clients to clarify requirements and iterate on solutions.
  • Managed multiple deliverables in deadline-driven environments.
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Projects

Featured repositories from my GitHub