Aniket Walimbe
Machine Learning Engineer at Credit Acceptance
- Role
- Machine Learning Engineer at Credit Acceptance
- Location
- Seattle, WA, US
- LinkedIn followers
- 500 followers
About Aniket Walimbe
Results-driven Data Scientist with a strong foundation in supply chain analytics…
Experience
Machine Learning Engineer
Dec 2023 — Present · US
Initiated and led the development of AI/ML capabilities within the organization by identifying high-impact use cases to drive business growth.• Built business narratives and presented actionable insights to stakeholders, enabling strategic alignment and investment in ML solutions.• Designed and developed a vehicle demand forecasting model using Prophet, XGBoost, SARIMAX, andLSTM, achieving 92% accuracy and enabling dealers to optimize vehicle purchase and improve inventoryturnover.• Acted as end-to-end owner of the Inventory Optimization project — from data collection to productiondeployment — and created key presentations for Chief Sales Officer (CSO) and Chief Technology Officer (CTO) during Quarterly Business Reviews (QBRs) to drive executive visibility and support.• Partnered with GTM and Sales teams to launch a pilot with selected dealers; implemented rigorousexperimental design using A/B testing techniques such as Difference-in-Differences and Mann-WhitneyU test to measure lift and statistical significance.• Built and deployed automated ML workflows on Databricks using PySpark and SQL, incorporating model retraining logic and performance monitoring for production use.
Education
North Carolina State University
Master's degree, Industrial Engineering
2021
Savitribai Phule Pune University
Bachelor of Engineering - BE, Mechanical Engineering
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