ANON

Senior Software Engineer, Machine Learning
Seattle, US.

About

Highly accomplished Senior Software Engineer with over seven years of experience creating scalable machine learning models and impactful solutions for Fortune 500 companies, including Microsoft. Proven track record in leading cross-functional teams to deliver innovative projects that generated up to $5.5 million in annual cost savings and significantly improved key performance indicators, demonstrating a strong ability to drive efficiency and mentor peers.

Work

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.

Urbint
|

Senior Software Engineer, Machine Learning

Summary

Launched a location-based, real-time recommendation system for Utility Notification Centers, significantly enhancing fleet management efficiency and generating substantial cost savings.

Highlights

Launched a real-time, location-based recommendation system for Utility Notification Centers, integrating risk assessment and geospatial clustering algorithms.

Enhanced fleet management efficiency by 20%, resulting in annual cost savings of approximately $5.5 million.

Microsoft
|

Applied Scientist, Data Mining & Intelligence

Summary

Directed the transition to crowdsourced human-in-the-loop tasks, developed a full-stack web application for real-time insights, and engineered high-throughput data processing pipelines.

Highlights

Directed the transition from in-house to crowdsourced judges for human-in-the-loop computer vision model validation, boosting throughput by 82% and saving approximately $240K per project.

Pitched and developed a full-stack React web application with WebGL and Azure for advanced data visualization, reducing support requests by ~15% and leading to a promotion within 1 year.

Engineered a high-throughput data processing pipeline to analyze ~80 GB of structured streams daily, reducing user-reported errors by 20% and increasing data consistency by 30%.

Woodard & Curran
|

Software Engineer, Data Engineering

Summary

Applied advanced statistical modeling to analyze zoning records, identifying high-potential properties and unlocking significant projected revenue.

Highlights

Applied logistic regression to analyze 50K+ zoning records, identifying high-potential properties for rainwater harvesting incentives.

Unlocked $500K in projected annual tax revenue through predictive modeling.

Education

University of California, Berkeley

Master of Science

Civil & Environmental Engineering

Universidade Federal de Santa Catarina

Bachelor of Science

Sanitary & Environmental Engineering

Awards

Company Awards

Awarded By

Bayer

Received multiple company awards for outstanding contributions to projects at Bayer.

Cal Alumni Association

Awarded By

UC Berkeley, US

Recognized by the UC Berkeley Alumni Association.

Jane Lewis Fellowship

Awarded By

UC Berkeley, US

Awarded for outstanding academic potential.

Honor Society

Awarded By

University of California, Berkeley

Recognized for academic excellence.

Veolia Summer School Grant

Awarded By

Veolia, France

Granted for participation in the Veolia Summer School.

UNSW Practicum Scholarship

Awarded By

University of New South Wales, Australia

Awarded for practicum experience.

Brafitec Scholarship

Awarded By

Ministry of Education, Brazil

Awarded through the Brafitec program.

Scientific Initiation Scholarship

Awarded By

Ministry of Education, Brazil

Awarded for scientific research initiation.

Languages

English
Portuguese
French
Spanish

Certificates

Business Intelligence

Issued By

Google

Project Management

Issued By

Google

Machine Learning in Production

Issued By

DeepLearning.AI

Machine Learning

Issued By

Stanford University

Skills

Programming Languages & Frameworks

Python, C++, Java, Scala, React, Next.js, GraphQL, Node.js.

Machine Learning & AI

Machine Learning, Generative AI, TensorFlow, PyTorch.

Cloud Platforms & Big Data

Cloud Computing (GCP, Microsoft Azure, AWS), Spark, Airflow, Kafka, Flink.

Databases & DevOps

Databases (SQL, NoSQL), DevOps, Docker, Kubernetes, Git.