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 mentored a team of 4, helping them in (1) breaking down complex, open-ended problems into meaningful chunks with milestones and built-in “fast-fail” paths and, (2) crafting effective presentations to showcase their work to the leadership

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 libraries- Proposed a novel search algorithm that uses keywords as well as word embeddings to provide better contextual search on agent notes- Created a search tool leveraging ‘ipywidgets’, which had 30+ internal users with 1k+ queries processed- Created a novel framework for identifying low event rate scenarios, providing a ~30x lift in the event rate compared to the baseline (<1%)- Proposed a novel key phrase extraction algorithm for call transcripts, that demonstrated a 35% improvement in precision

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, with an estimated NPV: +$5 million

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