Swati Verma

About Swati Verma

Highly motivated and passionate Analytics Expert who is specialized in translating…

Experience

1. Lead Engineer -senior Data Scientist

   Prodapt

   Oct 2022 — Present · Bengaluru, IN

   1)Developed and deployed a machine learning solution to predictR ight First Time (RFT) failures at theservice level, reducing truck roll costs by 30% and achieving a 95% improvement in network‑related RFT through cycle time reduction.2) Built a multi‑class classification model to analyze network‑related cancellation codes and recommendNext Best Actions (NBA) for proactive service recovery.3) Designed and implemented robust feature engineering and selection pipelines, sourcing data fromSnowflake (integrating Salesforce, ServiceNow, and CAMs systems).4) Created and deployed an end‑to‑end ML pipeline within Snowflake using stored procedures, enablingseamless integration with PJM (Predictive Job Management) and NBA frameworks.5) Utilized models such as Random Forest, XGBoost, K‑Means Clustering, and NLP‑based classifiers toenhance predictive accuracy.6) Enabled proactive planning by authoring business Requirement Documents (BRD) and User Stories toalign stakeholders and ensure successful delivery.7) Final model deployment executed on AWS Sage Maker, ensuring scalable and secure model inference.

Education

• Vellore Institute of Technology

  Bachelor of Technology (BTech), Bioinformatics

  2011 — 2015