Abstract: With Data being at the heart of major decision making in today’s world there exists a need for a solution which can help companies streamline their data science (DS) practice. ML Works – an E2E model management accelerator by Tredence is a one stop solution for the same. It enables accelerated growth in each stage of ML Model Lifecycle from Build to Monitor.
ML Works accelerator provides a model development framework & a feature store for better collaboration across teams. It also includes a visual provenance graph for end to end model visibility and pipeline traceability, as well as Explainable AI module to make the ML output more accessible. It also allows continuous monitoring of production models for accuracy and relevance, with auto-triggered alerts in the event of model and data drift and much more.
Bio: Pavan heads the Tredence Engineering Org and his team specializes in building analytical products for Enterprise customers