About

I am Gerald M — a Technical Lead with 10+ years of experience driving AI innovation, large-scale system integration, and cloud transformation initiatives. I specialize in building practical AI/LLM integrations, end-to-end system testing, and migrating complex on-premise systems to cloud platforms.

Professional summary

I translate complex business requirements into scalable technical solutions that accelerate product delivery and improve customer experience. My recent work focuses on LLM-powered automation, prompt engineering governance, and production-ready MCP Server development for unified data and observability.

Core strengths

• LLMs & Prompt Engineering — production integration, governance, and a authored Prompt Engineering Handbook used across teams.
• MCP Server development — integrating data sources (Splunk, New Relic, Amplitude, docs) with Claude Desktop for conversational interfaces.
• Cloud migration — Docker to AWS migrations across multiple data centers.
• Open Banking & System Integration — rollout and API migration strategies across global markets.

Education & Certifications

• Master of Computer Applications — Sikkim Manipal University (2016–2020)
• Bachelor of Computer Applications — Bangalore University (2012–2015)
• IIT Kharagpur AI4ICPS Certificate Programme

If you'd like to discuss a project or collaboration, please use the Contact page.