Krishna is a machine learning engineer who is curious and passionate about applied deep learning in computer vision, NLP, and reinforcement learning. He has four years of experience with machine learning, including having been a part of the analytics division of JP Morgan Chase & Co. He is a great communicator and enthusiastic developer.
âž› Developed and deployed an NLP pipeline in Python using Keras to extract and summarize opinions and feedback from customer product reviews.
âž› Market Mix Modeling using multivariate regression with saturation to visualize ROI & optimize spending
âž› Analysis of the Impact of promotions, advertisements on customer acquisition & LTV
âž› Demand forecasting for supplychain optimization
âž› AB testing analytics to determine the statistical significance of variations and optimize the marketing funnel
âž› Built data pipelines in AWS and GCP to inject data into the data warehouse.
âž› Built & maintained executive summary dashboards in Tableau that summarized KPIs & provided actionable insights which guided high-level data-driven decision making