Rupal Bilaiya
Dell Technologies | Purdue MS BAIM | Data Engineer | Business Intelligence Engineer | Data Analyst
- Role
- Data Engineer at Dell Technologies
- Location
- Austin, TX, US
- LinkedIn followers
- 500 followers
About Rupal Bilaiya
Passionate and results-oriented Data Engineer and Product Manager with a strong…
Experience
Data Engineer
Jun 2022 — Present · Austin, TX, US
Implemented a microservice to optimise and select forecasting models for predicting CPU and memory usage over 90 days, helping customers preemptively identify and replace faulty drives to avoid downtime Developed an end-to-end disk failure prediction pipeline, delivering a (ROI) of approximately $1 million in serviceability cost savings: Led a team to build a Python data pipeline for storing daily disk telemetry in data lake, transforming data to support inferencing Analysed telemetry data for multiple products and performed data integration to standardise data into a unified format for model inferencing Developed Tableau reports on latest and historical disk failure predictions to assist the serviceability team in consolidating component shipments Designed and implemented a data pipeline for parsing log files, modelling with MLflow and scheduling using Airflow to predict CFM values to help sales team customise server racks for customers effectively Conducted in-depth analysis of memory component failure trends by examining shipment and dispatch data, including vendor, location, and model generation details
Education
Acropolis Group of Institutions
Bachelor of Engineering (B.E.), Electrical, Electronics and Communications Engineering
2013 — 2017
Atomic Energy Central School
PCM + Computer Science
2000 — 2013
Purdue University Daniels School of Business
Master of Science - MS, Business Analytics and Information Management
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