Aakanksha Patil Jadhav

Data Analyst Ii - Analytics Development Program @John Deere

Pune, IN

Designed Tableau & Power BI dashboards for material characterization, dealer inventory visibility, and orderfulfillment optimization- Built structured & unstructured AI companions leveraging LLMs for automated error resolution and knowledge management- Developed ML models to predict average torque in Shear Mixer testing, reducing simulation time from 20 minutes to seconds- Developed an end-to-end multilingual translation system for Indian languages using open-source speech recognition models (Vakyansh, AI4Bharat). This system integrates speech-to-text, text-to-text, and text-to-speech components, achieving 70-80% STS accuracy and 90% accuracy. It enables seamless video translation, reintegrating machine-generated audio with background music for enhanced accessibility and customer engagement- Implemented an AI-driven image-based recommendation model for Shop.Deere.com to enhance customer shopping experience. This system leverages deep learning techniques for product similarity detection and personalized recommendations, improving user engagement and sales conversions.