Akhil Menon

About Akhil Menon

Experience in handling various types of requirements ranging from new functionality; business process reengineering (mapping requirements to available solutions); performance tuning initiatives; cost saving etc.Experience in interpreting and analyzing data using Cloudera Hadoop Stack and having consolidated experience in SDLC with Requirements gathering, Design, Estimation, Implementation, Performance tuning, Production release of banking product and services.Domain knowledge in retail banking and exposure to a variety of banking domains such as Internet Banking, Branch Teller, ATM, POS, IVR / Phonebanking, IMPS (Immediate Payment Service), NEFT, RTGS, and B2B solutions.Core strength in meticulous planning and ‘end to end’ execution of new projects, products, and services – business justification; requirement analysis and formulation; preparation of system functionality specifications; technical design, development, and delivery; implementation and support.Machine Learning:Expert in linear and logistic regression, clustering, classification and regression trees, ensemble models (i.e, random forest, AdaBoost), nearest neighbors, SVMs and neural networks (including Feedforward, recurrent/LSTM, and CNN). Good knowledge of unsupervised models (i.e, one-class support vector machines and isolation forests) and machine learning model interpretation. Experience in NLP

Experience

1. Principal Product Manager

   Capital One

   May 2025 — Present

Education

• Georgia State University - J. Mack Robinson College of Business

  Master's degree, Information Systems (Concentration : Big Data Management and Analytics)

  2019 — 2020

• University of Mumbai

  Bachelor of Engineering - BE, Computer Engineering

  2012 — 2016