Bayer
|Senior Software Engineer, Machine Learning
Summary
Currently leads a cross-functional team of 15+ engineers to develop and deploy scalable machine learning solutions, recognized with multiple company awards for innovation and impact.
Highlights
Led a cross-functional team of 15+ engineers to build a developer experience platform proof of concept in 2 weeks, securing 98.7% community backing and organization-wide deployment, earning 2 company awards.
Designed and integrated a machine learning pipeline for a fungicide recommendation system into a large-scale microservice architecture, boosting ROI by 30% for targeted customers during pilot deployment.
Reduced deployment time from 3+ days to 10 minutes by creating customizable software templates using Terraform, standardizing Python microservices best practices organization-wide.
Architected a privacy-focused chatbot leveraging Natural Language Processing and Reinforcement Learning, achieving 87.8% precision in information retrieval while ensuring security compliance.