At KPMG, I developed a modular Python and FastAPI document-management service for an enterprise accounting platform, with SQLite metadata management, configurable storage, and chunked uploads. I also implemented file naming, content fingerprinting, input validation, and failure-safe cleanup for client and accountant workflows.
At Symbio, I developed full-stack workflow applications for remote client engagements and built real-time dashboards and automated financial-data workflows. These improved operational visibility and reduced repetitive processing for client teams.
On WayFinder, I lead development of embedding, semantic-retrieval, and preference-aware ranking pipelines for personalized group itineraries. In collaborative medical-image research at Manipal University Jaipur, I developed and evaluated augmentation pipelines that increased Dice score from 0.79 to 0.87 versus baseline training.
