Aditya V

Developed a feature in an existing app which would help reduce the number of fields to be filled by the customer based on his past preferences and requirements, which will speed up customers requirement fillings drastically. Contributing to the fix of a database referencing issue which produces duplicate payment records which lead to a lot of ambiguity, if successful will reduce many concerns regarding payment issues.

Developed model to predict the future power generated by a windfarm for power regulation, from scratch after collecting live wind velocity, humidity, and wind direction data, which reduced the losses in power regulation to 30% on an initial prototype phase. Responsible for additional EDA revealed the power output was not related to intermittent changes in wind direction, the direction was dropped from the modelling process saving computation. Contributed to development of an animal identification system which can detect the presence of endangered animals in animal monitoring system to help them track and monitor them. Developed a secondary model which would differentiate the female and male of one class treating it as a multi-label problem, which would reduce time and cost compared to adding one more class.

Contributed to the development of a windows system to stop or delay the execution of the tasks pertaining to an application on trigger, to eliminate the need for explicit human presence. Contributed to maintaining and updating databases of multiple clients as per their need and managed the process of access management to their customers and personnel. Contributed to the task of migrating client's data to and from SQL which helped in the reduction of time to upscale by 50% had it been done manually. Contributed to the development of a primitive NLP model by extracting sentences in patients notes from SQL DB, as per requirement and did the same via stored procedure to reduce time taken to extract words or data required for training, this process guaranteed better model performance.