Abinav R

Developing a database based application for search, and creating pre-processed files for benchmarking platform. Development of Annotation workflows for the radiologist for labelling medical datasets. Development of Vendor pre-assessment workflow to choose which vendors to integrate first with platform. Developing Proof of concept Machine learning services for various use-cases (View position detection, Anonymization). Development of structured dataset API along with dashboard UI.

Developed novel methods for fracture detection of skull improving business usecase bringing in potential of new customers with access to multiple lab locations. Increased documentation and logging coverage in Back end API by 5% and 20% respectively. Technical Evaluation of 3 new use-case was done by evaluating existing data sources, creating new model prototypes which can increase potential revenue by 100%. Run frequent inference on updated production models and report the metrics. Proposed a new technique for calibrating deep models to new site.

Conducted Data Analysis of Charging Behaviour for vehicle to grid projects (Time series Data). Conducted Data analysis for pooling concept for frequency containment reserve. Pattern recognition and forecasting of Energy market data for trading strategies.

Design of Small wiper motor from Benchmarking data. Design of closure mechanism for Bottom guard in Circular saw power tool.