Deepanshu Verma
Data Analyst Scientist @John Deere
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WORK HISTORY
Data Analyst Scientist @John Deere
IA, US
Led and executed migration projects from legacy platforms (DB2 and SAS EG) to modern cloud architectures utilizing Databricks and Snowflake, resulting in 90% faster data processing and improved data quality.• Developed a predictive ML algorithm for early machine failure detection, which yielded $15M in annual warranty cost savings, demonstrating success in deploying high-value, tailored predictive solutions.• Expert in creating robust ETL processes for text data and writing complex SQL queries to join structured and unstructured data sources, ensuring high data quality for all consumers • Developed a summarizing model utilizing NLP techniques to convert claims/complaint text into repair keywords for case assignment, significantly streamlining operations.• Managed the end-to-end process of analyzing claims, distributing cost based on complaint text analysis and machine error codes, which required joining structured codes with unstructured textual data.• Managing whole warranty database of Engines unit of organization, identify parts needing design change, assigning parts to various subsystems, predicting early failures along with seasonal failures.• Managing recall kit distribution process for various product lines.• Created 5+ reusable tools in Python/SQL/SAS/Alteryx for various teams to address data analysis needs, directly supporting improved efficiency and data-driven decision-making.• Collaborated frequently with leadership and cross-functional teams to proactively identify and champion opportunities that drive measurable business value and ensure robust data quality for all data consumers.• Designed and implemented a GenAI-based LLM tool for customer self-service troubleshooting, demonstrating expertise in fine-tuning pre-trained Large Language Models and developing effective prompt engineering techniques
EDUCATION
University of North Texas
Master's degree, Data Science
Chandigarh Engineering College
Bachelor of Technology - BTech, Electrical, Electronic and Communications Engineering Technology/Technician
ABOUT DEEPANSHU VERMA
Data Scientist
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