Mandar User

I’m a software engineer who builds backend systems for real-world enterprise workflows—especially where AI-assisted features, reliable data exchange, and strong security matter. I work across REST APIs, TCP communication, and secure client-server authentication.

In my recent role, I developed prompt-to-SQL workflows for dynamic database querying and evaluated/embedded Ollama-based LLMs (Phi and Vanna) to improve response quality and performance. I also contributed to speech-to-text pipelines using Faster-Whisper, Vosk, and Whisper variants.

I enjoy engineering dependable systems through multithreading, clear module design, and hands-on deployment support. I’ve migrated core modules from Delphi to C++ to modernize maintainability, and I’ve independently handled debugging, DLL/OCX registration, and client environment setup.