Wesley Bowman
@wesleybowman
Machine Learning–focused Software Engineer building production AI and data pipelines that turn business data into actionable insights.
What I'm looking for
I’m a Software Engineer with extensive experience designing and implementing machine learning and data-driven solutions. I build predictive models, automated pipelines, and AI applications that convert business data into actionable insights, with a strong focus on production readiness.
In my current role at Carvana, I’ve engineered deep learning pipelines for predictive modeling, achieving a 24% improvement in forecasting precision. I also created an automated NLP workflow to surface sentiment trends from customer feedback and deployed real-time computer vision anomaly detection to reduce production error rates.
Across StrongMind and Worldpay, I developed recommendation systems that increased engagement metrics by 19%, built ETL and batch/streaming pipelines for real-time and historical processing, and improved large-scale distributed computing throughput by 20% using Hadoop and Spark. I bring a scalable, multi-cloud mindset—delivering modular ML systems, CI/CD-driven development practices, and reproducible experiment tracking to strengthen reliability and governance.
Experience
Work history, roles, and key accomplishments
Engineered deep learning pipelines for predictive modeling, improving forecasting precision by 24%. Built automated NLP and real-time computer-vision anomaly detection workflows, and integrated reinforcement learning to optimize decision-making in production.
Software Engineer
StrongMind
Aug 2018 - Jun 2020 (1 year 10 months)
Designed recommendation systems that increased engagement metrics by 19% across platforms. Built scalable data processing pipelines for terabytes of data and automated hyperparameter tuning, evaluation, and deployment for ensemble models.
Built and optimized ETL workflows and batch/streaming pipelines to improve data availability and reporting performance for analytics. Used Hadoop and Spark for distributed processing and implemented automated data validation to minimize analytics discrepancies.
Software Engineer
Axosoft
May 2014 - Dec 2014 (7 months)
Contributed to scalable, data-driven application development by designing and optimizing data pipelines and backend systems. Collaborated with cross-functional teams to improve data quality, performance, and system integration.
Education
Degrees, certifications, and relevant coursework
Arizona State University
Bachelor of Science, Computer Science
2010 - 2014
Earned a Bachelor of Science in Computer Science from Arizona State University from 2010 to 2014.
Availability
Location
Authorized to work in
Job categories
Skills
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