About Sathya
Experienced Software Engineer with 18+ years specializing in AI-augmented delivery, production RAG systems, MCP server development, and agentic AI products. Passionate about building AI systems that connect large language models to knowledge and workflows.
Professional Journey
I've worked with leading companies across Europe, UK, and USA—from building critical infrastructure at HP and Intel, to implementing CI/CD practices at Thoughtworks, to developing microservices for SiriusXM, Disney Streaming, and Travelopia.
My recent focus is on building production AI systems -- integrating large language models into knowledge bases and workflows through RAG pipelines, MCP servers, and agentic search products.
Most recently, I designed and built a production-grade RAG system on Google Cloud Platform, featuring hybrid vector search, an MCP server for Claude integration, and an agentic search Slack bot -- all deployed with Terraform and CI/CD.
Key Achievements
Core Expertise
AI & GenAI
- • AI-Augmented Delivery
- • RAG Systems (Hybrid Search, Reranking)
- • MCP Server Development
- • Agentic Search & AI Agents
Languages & Frameworks
- • Python, FastAPI, Pydantic AI
- • TypeScript, Node.js
- • Scala, Java
- • C, C#
Cloud & Architecture
- • AWS & GCP Multi-Cloud
- • Vertex AI & Cloud Run
- • Microservices & DDD
- • Terraform & AWS CDK
Practices
- • Test-Driven Development
- • Pair Programming
- • CI/CD
- • Domain-Driven Design
My Approach
I leverage AI tools to accelerate software delivery while maintaining engineering rigor that ensures quality, maintainability, and proper business context. AI augmentation amplifies human expertise rather than replacing it.
My approach combines structured prompts for code generation, blueprinting automation, and rigorous test generation—delivering faster without compromising on maintainability and scalability.
Location & Availability
Based in Ghent, Belgium, working with clients across Europe, UK, and USA.
Able to travel to London on alternate weeks for on-site collaboration.
Ready to work together?
Let's discuss how AI-augmented development can accelerate your projects.