At Integra Security Services, I worked as an AI Engineer on Fogsphere, an AI-driven monitoring platform using Vision-Language Models. I designed end-to-end workflows for plant monitoring and asset tracking, and supported the platform’s deployment at the NGL-4 plant, QatarEnergy.
For my Master's thesis, I built a music information retrieval pipeline for pitch accuracy detection and Indian classical raga recognition, with a Streamlit interface for audio visualization. I also developed a computer vision model that progressed from a CNN baseline to a U-Net architecture to reconstruct scrambled images.

