Ganesh Mamidipalli
Human with AI
- Role
- Ai Engineer at Knowmadics
- Location
- Wichita, KS, US
- LinkedIn followers
- 500 followers
About Ganesh Mamidipalli
I build AI systems that actually work in the real world. Not just prototypes. Not…
Experience
Ai Engineer
Sep 2025 — Present · Wichita, KS, US
Designed and deployed an AI-powered procurement assistant that streamlines sourcing, price collection, RFQ generation, and documentation using OpenWebUI, RAG, and custom tool integrations.Developed workflow automation agents capable of validating pricing completeness, tracking vendor responses, and preparing “ready for submission” purchase packages.Implemented secure LLM pipelines using OpenRouter APIs and OpenAI embeddings, ensuring compliance with organizational policies and procurement standards.Worked on AI Security initiatives, including prompt-injection detection and red-teaming agents for LLM systems.Built custom embeddings and knowledge bases from procurement documents (quotes, vendor RFQs, approvals) to enable real-time, citation-based responses.Collaborated with cross-functional teams to design AI systems that improve decision-making, reduce procurement cycle time, and ensure compliance with defense/security requirements.Tech stack: Python, FastAPI, OpenWebUI, LangChain, RAG, OpenRouter APIs, Docker, AWS.
Education
Wichita State University
Master of Science - MS, Business Analytics -Data Science
Lovely Professional University
Bachelor of Technology - BTech, Electrical, Electronics and Communications Engineering
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