Deepak Ramamohan Email & Phone Number

Bengaluru, KA, IN

Bengaluru, Karnataka, India

Developed an end-to-end framework for automatically generating context-rich functional tests from an OpenAPI specification, leading to increased developer productivity (estimated NPV: +$2.5 million)- Leveraged NLP algorithms and prefix trees to extract meaningful information from unstructured textual description in the OpenAPI specification- Led and.

Bengaluru, Karnataka, India

Played a critical role in developing foundational NLP capabilities for Datalabs by leveraging customer call transcripts and agent notes. This helped Capital One Auto Finance (COAF) identify rare process gaps, impacting thousands of customers.- Created an improved version of the BM25 text search algorithm with a 100x speedup over existing native python.

Bengaluru Area, India

- Conducted office-wide trainings on (1) foundations of neural networks and (2) advanced neural networks (Vanilla RNN, LSTM, Language Models, Transformers, BERT) for 30+ associates including senior leaders- Built a custom decision tree (based on the delta between test and control) to identify COAF customers that benefit from loan extension/modification.

Bengaluru Area, India

- Developed a customized, LSTM-based deep neural network to predict user personas from their web activity on the Capital One Auto Navigator website

Master Of Engineering, Systems Science And Automation, 7.0/8

Activities and Societies: Graduate Teaching Assistant for Digital Image Processing

Bachelor Of Technology (B.Tech.), Electrical Engineering, 9.4/10

Silver Medalist, EE department