Brenton Mallen
Machine Learning Engineer at K1X, Inc.
North Carolina, United States
Summary
👤
Senior🎓
Top SchoolBrenton Mallen is a Machine Learning Engineer with a decade of experience applying signal processing, ML, and systems engineering to problems from sonar and maritime systems to satellite imagery for agriculture. He’s built production ML features at scale—designing serverless, in-warehouse, and microservice deployments for regulated enterprises like Capital One and privacy-first startups like Ethyca—and led teams building detection and forecasting systems. Brenton combines an ocean engineering research background with hands-on data engineering (Airflow, AWS, Snowpark) and model work (CNNs, super-resolution, anomaly detection) to turn noisy sensor data into operational insights. Now focused on satellite-driven agtech at K1X, he still draws on his sonar and AUV experience to think in terms of signals, geometry, and real-time constraints. Outside work he mentors on SharpestMinds and funds a surprisingly long list of hobbies, reflecting a practical curiosity that fuels creative technical solutions.
10 years of coding experience
14 years of employment as a software developer
Master's degree Ocean Engineering, Master's degree Ocean Engineering at Florida Atlantic University
Stackoverflow
85reputation
5kreached
1answer
3questions
Github Skills (200)
vega10
workspace10
data-privacy10
rendering10
altair10
vega-lite10
vector10
quantile-regression10
visualization10
javascript9
markdown9
optimizer9
image-generator9
rasterio9
philosophy9
Programming languages (9)
Github contributions (5)
brentonmallen1/website
Sep 2018 - Jun 2024
My personal website
Contributions:17 PRs, 69 pushes, 21 branches in 5 years 10 months
reactnextjs
brentonmallen1/titanic_survival
Oct 2018 - May 2019
Contributions:9 commits, 2 PRs, 6 pushes in 6 months
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