Juan M. Banda

Juan M. Banda Email and Phone Number

Bringing machine learning and AI into the healthcare system @ Stanford Health Care
Juan M. Banda's Location
Stanford, California, United States, United States
Juan M. Banda's Contact Details

Juan M. Banda personal email

n/a
About Juan M. Banda

Data Ninja with extensive structured and unstructured big data expertise.As a scientist I work with large volumes of image data extracting and transforming computer vision image features into large content-based image retrieval systems for NASA Solar Dynamics Observatory mission. Not only limited to image data, I am well versed in extracting terms and clinical concepts from millions of unstructured Electronic Health Records, to build predictive models (electronic phenotyping) and mine for potential multi-drug interactionsAs an engineer at heart, I am responsible from everything from producing ETL scripts for migration of research databases and producing production-quality code from research prototypes. I have built web front-ends for image retrieval research systems and API’s for retrievalEvery day I find my self writing SQL code, bash scripts, Python wrappers, R code as well as designing databases to support other researchers. I am proficient curating datasets that combine multiple data sources and data formats for research usage. Being linked data, flat text files, CSV files, database tables, etc. on a daily basis I whip them into shape to answer research questionsI participate in all stages from data acquisition, cleaning, loading and modeling as well as distribution and accessibility via API’s or linked datasets. With my skills ranging from production level code in SQL, R, Matlab, Python, Php, Java, Visual Basic to mid-level proficiency of languages like C/C++, Perl, Pascal, FoxPro, Cobol, etc. I provide great value to an organization by helping with legacy code migrations, research algorithm high-performance implementations, to productization of research prototypes. I am very proficient using research tools like R and Matlab, scientific libraries like Numpy, Scipy, Data Mining packages like Weka and Computer Vision libraries like openCV. I have mid-level experience using tools like Lucene and Elastic Search as well as Hadoop and MapReduce.

Juan M. Banda's Current Company Details
Stanford Health Care

Stanford Health Care

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Bringing machine learning and AI into the healthcare system
Juan M. Banda Work Experience Details
  • Stanford Health Care
    Senior Data Scientist
    Stanford Health Care Aug 2023 - Present
    Palo Alto, California, Us
    Bringing machine learning and 'AI' innovations into the health care system in a responsible, sustainable, and equitable way.
  • Ohdsi (Observational Health Data Sciences & Informatics)
    Scientific Collaborator
    Ohdsi (Observational Health Data Sciences & Informatics) Sep 2015 - Present
    New York, Ny, Us
    Joined the journey by mapping several large clinical databases into the OMOP CDM, currently I participate in the NLP and Phenotyping workgroups, and I am the developer of the APHRODITE phenotyping package, Ananke for vocabulary mappings to UMLS, and OHDSI2RDF.
  • Georgia State University
    Assistant Professor Of Computer Science
    Georgia State University Jan 2018 - Sep 2023
    Atlanta, Ga, Us
    At GSU my lab, panacea lab, we aim to build machine learning and NLP methods that help to generate insights from multi-modal large-scale data sources. With applications to precision medicine, medical informatics, and other domains, our work addresses domain-specific problems with data science methods and practices. Additionally, we are fully invested in helping science reproducibility by releasing (when possible) open-source and publicly available datasets and tools to aid reproducibility efforts.
  • Stanford University
    Research Scientist
    Stanford University Mar 2016 - Mar 2018
    Stanford, Ca, Us
    Data-Ninja / Researcher at Shah Lab where we look to uncover information hidden in the dark corners of the free-text sections of the EMR systems of Stanford's STRIDE data warehouse.I am in charge of maintaining and upgrading our text tagging pipeline based on Unitex and our terminology resources. I am also responsible for curation of the multiple data sources / databases which Shah lab's researchers and collaborators have convenient access to. Another of my job responsibilities is writing production-quality code for publicly available tools developed by the lab and all the internal tools / scripts needed for the day to day operations involving data processing, loading, and mapping. My research responsibilities involve project in drug safety and electronic phenotyping.
  • Stanford University
    Post Doctoral Data Science Fellow
    Stanford University Mar 2014 - Feb 2016
    Stanford, Ca, Us
    Data-Ninja / Researcher at Shah Lab where we look to uncover information hidden in the dark corners of the free-text sections of the EMR systems of Stanford's STRIDE data warehouse.I am in charge of maintaining and upgrading our text tagging pipeline based on Unitex and our terminology resources. I am also responsible for curation of the multiple data sources / databases which Shah lab's researchers and collaborators have convenient access to. Another of my job responsibilities is writing production-quality code for publicly available tools developed by the lab and all the internal tools / scripts needed for the day to day operations involving data processing, loading, and mapping. My research responsibilities involve project in drug safety and electronic phenotyping.
  • Montana State University
    Post Doctoral Researcher
    Montana State University Jul 2011 - Feb 2014
    Bozeman, Mt, Us
  • Montana State University
    Research Assistant
    Montana State University Jan 2008 - May 2011
    Bozeman, Mt, Us
  • Pandora Software Solutions
    Software Architect
    Pandora Software Solutions Jan 2006 - Jan 2008
  • Pandora Software Solutions
    Software Engineer
    Pandora Software Solutions Jul 2001 - Jan 2006

Juan M. Banda Skills

Machine Learning R Data Mining Algorithms Python Linux Image Processing Java Matlab C++ Javascript Html Programming Php Mysql Statistical Modeling Microsoft Sql Server Mathematica Numerical Analysis Statistics Big Data Solar Image Data Software Engineering Image Analysis Computer Science Oracle Sql Image Retrieval Content Based Image Retrieval Visual Studio Information Retrieval Photoshop Operations Research Weka Data Classification Latex Software Solution Architecture Cluster Analysis Statistical Computing Text Mining Text Classification Opengl Artificial Intelligence Computer Vision Science C Applied Mathematics Bioinformatics Modeling Research

Juan M. Banda Education Details

  • Stanford University School Of Medicine
    Stanford University School Of Medicine
    Medical Informatics
  • Montana State University-Bozeman
    Montana State University-Bozeman
    Computer Science
  • Eastern New Mexico University
    Eastern New Mexico University
    Mathematics
  • Universidad Autonoma De Chihuahua
    Universidad Autonoma De Chihuahua
    Computer Science

Frequently Asked Questions about Juan M. Banda

What company does Juan M. Banda work for?

Juan M. Banda works for Stanford Health Care

What is Juan M. Banda's role at the current company?

Juan M. Banda's current role is Bringing machine learning and AI into the healthcare system.

What is Juan M. Banda's email address?

Juan M. Banda's email address is jb****@****ord.edu

What schools did Juan M. Banda attend?

Juan M. Banda attended Stanford University School Of Medicine, Montana State University-Bozeman, Eastern New Mexico University, Universidad Autonoma De Chihuahua.

What skills is Juan M. Banda known for?

Juan M. Banda has skills like Machine Learning, R, Data Mining, Algorithms, Python, Linux, Image Processing, Java, Matlab, C++, Javascript, Html.

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