Dana Mcdaniel

Dana Mcdaniel Email and Phone Number

Senior Software Engineer at TetraScience @ TetraScience
Dana Mcdaniel's Location
San Francisco, California, United States, United States
Dana Mcdaniel's Contact Details
About Dana Mcdaniel

Dana Mcdaniel is a Senior Software Engineer at TetraScience at TetraScience. They possess expertise in molecular and cellular biology, biochemistry, biopharmaceuticals, mammalian cell culture, plant tissue culture and 26 more skills. Colleagues describe them as "I had the privilege of working with Dana since I started at Micropoint Bioscience Inc and in that time I have known Dana to be a dependable and down to earth colleague. He was a constant source of new and enlightening information and insight that allowed me to better understand both my job and the biomedical field in general. I found it incredibly valuable to work with Dana as he has the ability to explore and understand nearly all possible perspectives to an idea and its numerous applications. He is a value creator in the truest sense of the words." and "I've worked side by side with Dana in Quality Department at Micropoint Bioscience, Inc. Dana is very proactive in the work place and always trying to improve the system and fix potential problems. He is professional and hard working. His knowledge on statistics and programing has helped us a lot on data analysis.Having worked with Dana for the past 2 years, I can easily recommend him to any company."

Dana Mcdaniel's Current Company Details
TetraScience

Tetrascience

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Senior Software Engineer at TetraScience
Dana Mcdaniel Work Experience Details
  • Tetrascience
    Senior Software Engineer
    Tetrascience Aug 2022 - Present
    Boston, Ma, Us
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  • Personalis, Inc.
    Senior Bioinformatics Engineer
    Personalis, Inc. Apr 2021 - Aug 2022
    Fremont, California, Us
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  • Genentech
    Data Scientist
    Genentech Apr 2020 - Apr 2021
    South San Francisco, California, Us
    * Used Python (scikit-learn/keras/tensorflow) and R-based (tidyverse/caret) chemometric, statistical, and machine learning approaches for automated analytics of mass spectrometry, spectroscopic, and chromatographic datasets for biotherapeutic and bioprocess characterization.* Developed R libraries and GCP-based analytics service (Storage/BigQuery/Notebooks) to analyze the linkage of biotherapeutic CQAs with clinical data to support control system specifications.* Developed deep neural networks and deployed them to a streaming GCP data pipeline (IoT Core/PubSub/CloudFunctions/AI Model Prediction) to simulate and monitor bioprocess activity.* led a team of chemists, engineers, and data scientists to develop and deploy GCP data pipelines for automated processing, analysis, and results storage for near-real-time assessment of ion-exchange chromatograms (IoT Core/PubSub/CloudFunctions/AI Model Prediction/graphQL/Django/Postgres)
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  • Genentech
    Data Engineer
    Genentech Dec 2015 - Apr 2020
    South San Francisco, California, Us
    * Identified opportunities for digital transformation in a protein chemistry department, proposed and led software engineering or data science projects to improve scientific insight and research efficiency.* Led teams of up to five and managed projects in all phases of the software development life cycle from requirements gathering to maintenance.* Key technical contributions: Established genetic algorithm based AI for ML model optimization in Raman Spectroscopy. Developed machine learning models for deep sequencing and sequence variant analysis. Created R Shiny web applications to process and interpret Sanger Sequencing data. Developed R libraries and scripts for analysis of NGS, MS, Raman Spectrscopy data.
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  • Genentech
    Bioinformatics Associate / Scientific Software Specialist
    Genentech Jun 2014 - Dec 2015
    South San Francisco, California, Us
    * Supported non-clinical biomarker technology platform for exploratory research with software requirements gathering and design specifications. Proposed new software features for biomarker development. * Assisted Oracle database schema analysis and design. Authored software design documentation and requirements. * Created interactive Spotfire data visualizations for effective scientific analysis of large data. Primary computer languages: R, SQL, Python.
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  • Micropoint Bioscience, Inc.
    Quality Engineer
    Micropoint Bioscience, Inc. Sep 2012 - Jun 2014
    Shenzhen, Guangdong, Cn
    * Bioinformatic processing of structured and unstructured scientific data from ETL to analysis.* Characterization, validation, design, optimization, and analysis of medical devices and experiments.* Specialization on experimental design, quality and business systems design, protocol/ report writing.* Specialization in statistics, specifically multiple comparisons, regression, data visualization.* SOP/WI writing for business procedures, quality processes, and scientific experiments.* Developed QC checks and calibration methods for lateral flow immunoassay technologies.
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  • Boehringer Ingelheim
    Cell Culture Manufacturing Associate
    Boehringer Ingelheim Jan 2012 - Sep 2012
    Ingelheim Am Rhein, Rhineland-Palatinate, De
    * Assisted mammalian cell culture growth from 100-L to 12,000-L scale bioreactors. Multiproduct pharmaceutical production experience with CHO cells, Good Documentation Practices, and Good Manufacturing Practices. * In-Process responsibilities including biotreactor setup/tear-down, batching and transfers, monitoring, CIPs, SIPs, and cell culture harvest. Troubleshooting experience with bioreactor and equipment malfunctions.
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  • Spectra Laboratories / Atr International
    Laboratory Assistant
    Spectra Laboratories / Atr International Dec 2011 - Feb 2012
    Santa Clara, California, Us
    Requisition processing using LIS-CRT. Preparation of blood, urine, and dialysate samples for chemical, bacterial, hematological, and immunological testing. Specimen preps, MLK2/OLA operation, and SOPs in a biomedical laboratory.
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  • Scripps Institute Of Oceanography
    Student Laboratory Assistant
    Scripps Institute Of Oceanography Mar 2009 - Sep 2011
    Performed microscopy-based characterization of marine mesozooplankton, and conducted latitudinal and longitudinal statistical analysis of biogeographical data. Acting lab manager, performed design of experiments, equipment and inventory management. Led an undergraduate research team, identified and implemented process improvements.
  • Ucsd Department Of Biology
    Laboratory Assistant
    Ucsd Department Of Biology Oct 2010 - Jun 2011
    The focus of our group is to study the genetic diversity of the biofuel crop, Jatropha curcans. Our work concentrated on the diversity of microsatellite repeats in J. curcas' genome, and my role was to extract and purify DNA, amplify microsatellite sequences and resolve DNA bands on high resolution gel electrophoresis machines, in addition to working on procedures to perfect J. curcans cloning processes.
  • College Works Painting
    Executive Manager
    College Works Painting Mar 2007 - Sep 2008
    Started up a small house painting business, where I marketed my business to local homeowners, sold contracts up to $7,200 value, hired and inspired work crews, and managed inventory for a complex production schedule.

Dana Mcdaniel Skills

Molecular And Cellular Biology Biochemistry Biopharmaceuticals Mammalian Cell Culture Plant Tissue Culture Dna Extraction Dna Electrophoresis Recombinant Dna Technology Protein Purification Statistical Modeling Statistics Team Leadership Project Management Quality Control Validation Sop Data Analysis Laboratory Bioinformatics Database Design Biotechnology Recombinant Dna Microsoft Office Cell Culture Gel Electrophoresis Machine Learning R Python Sql Microsoft Excel Spotfire

Dana Mcdaniel Education Details

  • The Johns Hopkins University
    The Johns Hopkins University
    Bioinformatics
  • Uc San Diego
    Uc San Diego
    Biochemistry And Cell Biology

Frequently Asked Questions about Dana Mcdaniel

What company does Dana Mcdaniel work for?

Dana Mcdaniel works for Tetrascience

What is Dana Mcdaniel's role at the current company?

Dana Mcdaniel's current role is Senior Software Engineer at TetraScience.

What is Dana Mcdaniel's email address?

Dana Mcdaniel's email address is mc****@****ene.com

What is Dana Mcdaniel's direct phone number?

Dana Mcdaniel's direct phone number is +165079*****

What schools did Dana Mcdaniel attend?

Dana Mcdaniel attended The Johns Hopkins University, Uc San Diego.

What are some of Dana Mcdaniel's interests?

Dana Mcdaniel has interest in Collecting Antiques, Sweepstakes, Home Improvement, Reading, Shooting, Gourmet Cooking, Sports, The Arts, Home Decoration, Health.

What skills is Dana Mcdaniel known for?

Dana Mcdaniel has skills like Molecular And Cellular Biology, Biochemistry, Biopharmaceuticals, Mammalian Cell Culture, Plant Tissue Culture, Dna Extraction, Dna Electrophoresis, Recombinant Dna Technology, Protein Purification, Statistical Modeling, Statistics, Team Leadership.

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