At Mantra Softech's Mikshi AI Video Analytics Platform, I built C++ cloud-to-edge image-processing services, real-time streaming workflows, and multithreaded AI inference pipelines for automated incident detection.
I've improved edge-device stability with thread pools, mutexes, and Producer–Consumer architecture; automated RTSP/SRT pipelines with Python; and integrated AWS S3, Docker, CMake, and CI/CD. I also build computer vision models and C++ applications spanning satellite classification, contact management, and data structures libraries.

