Hello, my name is
Bruno Lopez
And I'm a
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About me

I'm Bruno and I'm a

I am a Data Scientist. I love analyzing all types of data. I work mostly with geospatial data and energy data but my skillset is not limited to that. I like finding patterns/trends that others can't see using data. Whether it is using a Random Forrest to identify crops from a geospatial image, using a mask rcnn to segment manga faces and tweaking pretrained transformer models for text summarazation.

View Resume

My skills

Python

  • Extensive use of libraries like Numpy, Pandas, sci-kit-learn, Tensorflow, BeautifulSoup for data analysis, machine learning, and web scraping.
  • Developed automation tools and data pipelines, enhancing team efficiency at Tesla.
  • Engineered Python-based tools for solar energy analytics, contributing to significant cost savings.

R

  • Proficient in R packages like dplyr, tidyr, ggplot2, and caret for data manipulation, visualization, and statistical modeling.
  • Applied statistical analysis techniques for research at Stanford University, contributing to published academic work.

GIS & Geospatial Data Science

  • Advanced skills in GIS software and Google Earth Engine for environmental data analysis and visualization.
  • Executed geospatial machine learning projects at Orbital Sidekick, leading initiatives from dataset construction to analysis.

Machine Learning & Data Science

  • Implemented models like Random Forest, SVM, and PCA for various analytical projects.
  • Experience in deep learning techniques, such as object detection and image classification, with practical applications in energy and environmental sectors.
  • Utilized machine learning for detecting solar panel issues at Tesla and crop/species identification at Orbital Sidekick.

My Projects

Geospatial Sentinel Viewer

Allows you to insert an ROI or bounding box and a Sentinel-2 GIF will be applied to the image.

Mask-RCNN Manga Face Detection

Trains a mask-rcnn algorithm to identify faces on manga characters. This uses a pre-trained resnet-50 and I tweak the model.

Mask-RCNN Manga Face Detection

Contact me

Get in Touch

If you are interested in any of the projects on my Github, feel free to send me an email. If anyone hiring would like to talk about opportunities they can also send me an email.

Name
Bruno Lopez
City
San Lorenzo, CA
Email
brunolopez15@yahoo.com
Publications

Paper 1

Recent cover crop adoption is associated with small maize and soybean yield losses in the United States

Paper 2

Further adoption of conservation tillage can increase maize yields in the western US Corn Belt