Juan Pablo Centeno

Juan Pablo Centeno Email and Phone Number

AI and ML Software Engineer @ Innolitics
Boulder, CO, US
Juan Pablo Centeno's Location
Boulder, Colorado, United States, United States
Juan Pablo Centeno's Contact Details

Juan Pablo Centeno personal email

n/a
About Juan Pablo Centeno

Deep learning engineer interested in research and development of computer vision systems. Currently working on medical image analysis.

Juan Pablo Centeno's Current Company Details
Innolitics

Innolitics

View
AI and ML Software Engineer
Boulder, CO, US
Website:
innolitics.com
Employees:
22
Juan Pablo Centeno Work Experience Details
  • Innolitics
    Ai And Ml Software Engineer
    Innolitics
    Boulder, Co, Us
  • Innolitics
    Ai/Ml Software Engineer
    Innolitics Apr 2023 - Present
    Austin, Tx, Us
  • Imbio
    Machine Learning Scientist
    Imbio Dec 2020 - Apr 2023
    Minneapolis, Minnesota, Us
    Design and develop software as a medical device with heavy reliance on machine learning applied to medical images.Develop the infrastructure to archive, update, and retrieve a large body of medical images used for training and validation of algorithms.Develop systems to track machine learning experiments, from training data source, versioned code, and validation results.Package models for production deployment.Projects: Automatic Agatston scoring for coronary artery calcification in CT. Automatic classification of UIP (usual interstitial pneumonia) in CT.
  • National Jewish Health
    Research Software Engineer
    National Jewish Health Jun 2017 - Dec 2020
    Denver, Co - Colorado, Us
    Semantic segmentation of anatomy and disease/anomalies in computed tomography. Past projects include segmentation of sinuses, fibrotic lung segmentation, lung airways and vessels segmentation, quantification of lung disease.• PyTorch• Keras/TensorFlow • Numpy
  • P2 Energy Solutions
    Data Science Intern
    P2 Energy Solutions Feb 2017 - Mar 2017
    Denver, Co, Us
    Unsupervised learning of public oil and gas documents to classify and extract data for further analysis and product offerings.Python technology stack:• spaCy – document standardization• gensim – implementation of Latent Dirichlet Allocation for topic modeling • sklearn – statistical analysis• django – web framework
  • Halliburton
    Field Engineer, Measurement-While-Drilling (Mwd)
    Halliburton 2012 - 2015
    Houston, Texas, Us
    Operated downhole directional tool to steer drilling bit in horizontal oil wells in Colorado. Interacted with clients regarding drilling progress and updates to drilling plans. • Minimized drilling downtime in challenging conditions by ensuring equipment was properly maintained, saving clients additional days of operating costs. • Increased drilling efficiencies by automating data networks to provide real-time data to drillers. Created several computerized, audible alarms to warn the MWD team of issues while drilling. • Established and enforced new quality control standard operating procedures and reorganized shipping and inventory procedures to avoid supply shortages.
  • Ecos Environmental And Disaster Restoration
    Project Manager | Environmental Geologist
    Ecos Environmental And Disaster Restoration 2009 - 2012
    Glenwood Springs, Colorado, Us
    Project Manager (2012)• Handled clean-up quotes for potential clients and managed clean-up and disposal activities.• Created hazardous spill clean-up reports; submitted to regulatory agencies.Environmental Geologist (2009-2010)• Assisted with hazardous spill response, containment and disposal activities.(part-time position held between school and other full-time experience)
  • Kansas Department Of Health And Environment
    Environmental Geology Project Manager
    Kansas Department Of Health And Environment 2010 - 2010
    Topeka, Ks, Us
    Evaluated technical plans, proposals, and monitored reports to ensure completion of long term remedial projects. Developed, executed, and supervised field investigation and soil/groundwater quality sampling programs. • Identified and addressed several decades-old environmental clean-up issues.• Conducted extensive research on each project and consulted with technical departments to assess remediation strategies and obtain agreement on plans to address them.
  • Pason Systems
    Well Site Geologist
    Pason Systems 2005 - 2009
    Calgary, Alberta, Ca
    Collected, analyzed, and interpreted results from geological samples to prepare drilling repots for oil and gas clients. Implemented templates for drilling data quality control using Excel and VBA macros.• Educated drilling crews on the benefits of providing regular maintenance to Pason equipment on drilling rigs to avoid costly and potentially dangerous malfunctions, potentially saving an additional $10K per hour in operating costs. • Initiated communications between a Pason franchise owner in Peru and U.S. management. This resulted in expanded geological operations in Peru and the growth of services in other countries in South America increasing revenue to over $1M for the region. • Led the effort to expand company operations in northern Texas and southern Oklahoma during the first half of 2009 when commodity prices were declining. Secured new clients by offering geological services at competitive, but profitable prices. As a result, the company was able to adapt and continue operations.

Juan Pablo Centeno Skills

Geology Energy Drilling Petroleum Energy Industry Petroleum Engineering Gas Oil And Gas Petroleum Geology Upstream Analysis Oil/gas Modeling Data Analysis Mining Logging Reservoir Engineering Environmental Awareness Natural Gas Engineering Technical Translation Oil And Gas Industry Project Management Earth Science Oilfield Python Numpy Sql Statistical Modeling Pytorch Keras Tensorflow Deep Neural Networks Deep Learning Ansible Numba Parallel Programming Artificial Intelligence Linux R Javascript Machine Learning Computer Vision Image Processing Medical Imaging Research Image Analysis Scikit Learn Neural Networks

Juan Pablo Centeno Education Details

  • Colorado School Of Mines
    Colorado School Of Mines
    Mineral And Energy Economics
  • Galvanize - Denver, Platte
    Galvanize - Denver, Platte
    Data Science
  • Institut Français Du Pétrole
    Institut Français Du Pétrole
    Petroleum Economics And Management
  • The University Of Kansas
    The University Of Kansas
    Geology
  • The University Of Kansas
    The University Of Kansas
    Engineering Geology

Frequently Asked Questions about Juan Pablo Centeno

What company does Juan Pablo Centeno work for?

Juan Pablo Centeno works for Innolitics

What is Juan Pablo Centeno's role at the current company?

Juan Pablo Centeno's current role is AI and ML Software Engineer.

What is Juan Pablo Centeno's email address?

Juan Pablo Centeno's email address is ce****@****ine.net

What schools did Juan Pablo Centeno attend?

Juan Pablo Centeno attended Colorado School Of Mines, Galvanize - Denver, Platte, Institut Français Du Pétrole, The University Of Kansas, The University Of Kansas.

What skills is Juan Pablo Centeno known for?

Juan Pablo Centeno has skills like Geology, Energy, Drilling, Petroleum, Energy Industry, Petroleum Engineering, Gas, Oil And Gas, Petroleum Geology, Upstream, Analysis, Oil/gas.

Who are Juan Pablo Centeno's colleagues?

Juan Pablo Centeno's colleagues are Pablo Hernández Cerdán, Ilya S., Quinten Sodia, Russell K., Saman Griffiths, Mary Vater, Reece Stevens.

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