Aarush Agarwal
Computer Engineering @ Purdue University, West Lafayette | John Martinson Honors College
- Role
- Undergraduate Data Science Researcher at The Data Mine-Purdue University
- Location
- San Francisco, CA, US
- LinkedIn followers
- 500 followers
About Aarush Agarwal
What I’m currently up to:(LinkedIn is usually not up to date) Head…
Experience
Undergraduate Data Science Researcher
The Data Mine-Purdue University
Aug 2025 — Present · West Lafayette, IN, US
Develop predictive maintenance models for Allison Transmission using telematics data from commercial vehicles, applying Markov chain analysis and sequence pattern recognition to predict Diagnostic Trouble Code (DTC) occurrences and reduce vehicle downtimeEngineer data pipelines to process large-scale parquet files containing anonymized vehicle data, transmission models, and temporal DTC patterns using Python, pandas, and scikit-learn for corporate partnership objectivesImplement advanced analytics techniques including n-gram analysis for DTC clustering, transition probability matrices for sequential fault prediction, and temporal pattern mining to identify maintenance opportunities 5+ days in advanceCollaborate directly with industry data scientists from Allison Transmission\'s engineering team to deliver production-ready analysis code and documentation for integration into commercial telematics systems
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