Swaroop Hadke

About Swaroop Hadke

Data Scientist with 4+ years of experience in building and deploying scalable AI/ML…

Experience

1. Analytics Specialist

   AGCO Corporation

   Jan 2025 — Present · Pune, IN

   Key Responsibilities:– Developed an NLP-based semantic similarity system to retrieve top-k relevant historical warranty claims usingtransformer embeddings and cosine similarity.– Engineered the pipeline in Databricks using PySpark and sentence-transformers, enabling real-time scoring of newclaims against a database of over 100K+ prior cases.– Reduced average manual claim resolution time by 35% and improved match relevance (top-5 accuracy) by 30%compared to keyword-based search.– Led a full-cycle BI solution from ideation to production—used by regional managers and operations teams fordecision-making; deployed interactive dashboards in Tableau, enabling non-technical users to slice fleet-level metrics bygeography, time, and machine type.– Extracted and cleaned telemetry data (700M+ records) in Databricks; created modular ETL pipelines using PySpark tocompute KPIs like fuel efficiency, daily run hours, and service intervals.– Led stakeholder demos and iterative design reviews, ensuring alignment with business goals and actionability ofinsights.Achievements:– Enabled faster and more accurate resolution by surfacing relevant precedents, improving claim triage efficiency by 40%.– Drove a 20% reduction in report delivery lag and replaced multiple static reports with a dynamic, self-service solutionaccessed by 40+ users monthly.