5+ Years Experience
Automation, AI, & Data Engineering
Software Engineer | AI & Automation
Engineering reliable AI agents backed by rigorous enterprise automation.
I am Shankar Sai Ganesh. I combine a strong foundation in enterprise test automation and API-driven quality engineering with advanced AI development. I build scalable, mission-critical systems where LLM workflows meet industrial-grade reliability.
Expertise
Automation Testing & Intelligent Systems.
NUS M.Tech AI
Specialized in Agentic Architectures
Core Competency
Test-Driven AI & Reliability Engineering
Professional Philosophy
Reliability as a Feature.
My background in building enterprise API automation frameworks (Tosca, Newman, Golang/Python) has shaped how I approach AI. I don't just build agents; I implement testing protocols that ensure their outputs are accurate and resilient. From GIC data reconciliation systems to complex LangGraph orchestrations, I ensure technology works as intended—every single time.
Technical Arsenal
- Automation: API Testing (Postman/Newman), Tosca, Selenium, CI/CD pipelines.
- AI Systems: Agentic AI (LangGraph), RAG, Model Routing & Evaluation.
- Data Engineering: Python, SQL, Cloud-native pipelines & reconciliation.