Jon Samuel

Data Scientist / Software Engineer III at On Demand Pharmaceuticals Inc
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Contact Information
us****@****om
(386) 825-5501
Location
Washington DC-Baltimore Area

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Bio

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Experience

    • United States
    • Pharmaceutical Manufacturing
    • 1 - 100 Employee
    • Data Scientist / Software Engineer III
      • Nov 2022 - Present

      • Conceptualized & launched a comprehensive LLM-powered data extraction feature using OpenAI, LangChain, Express.js, Node.js & React.js, democratizing data querying & enabling employees without database knowledge to gain critical insights• Led extensive exploratory data analysis, transformation, & cleaning of unstructured open-source datasets with Python & Pandas, enhancing the depth & utility of data for a robust XGBoost predictive model, forecasting pharmaceutical shortages• Developed a business model insight application utilizing React.js & Django, adopted by 40% of teams across the organization, promoting data-driven decision-making & planning• Built an automated visual inspection device & server leveraging Flask that increased workflow efficiency by over 50%, significantly improved safety protocols, & enhanced offline inspection accuracy• Prepared comprehensive technical reports & presentations showcasing the integration of academia with internal applications Show less

    • Data Scientist / Software Engineer II
      • Nov 2021 - Nov 2022

      • Spearheaded a complex end-to-end data pipeline integrating diverse vendor & open-source data, facilitating the creation of a structured Neo4j database significantly enhancing downstream applications• Developed a user-friendly web application leveraging Python frameworks, Django & Dash, enabling enriched internal insights for experimental design, supply chain management, & pharmaceutical pricing analysis• Designed & implemented a document analysis & rectification tool with Python & Streamlit, greatly boosting adherence to document structure guidelines & streamlining the creation of official use documents Show less

    • Data Scientist / R&D Scientist I
      • Aug 2020 - Nov 2021

      • Utilized Python & Streamlit to develop automation dashboards & an impurity fate mapping tool, achieving over a 600% increase in analytical laboratory efficiency & significant improvements in batch HPLC result analysis• Integrated computer vision models into process tools with PyTorch & OpenCV, quantifying critical inflow process parameters• Contributed to the design & prototyping of a patented medical device within a 15-person team, streamlining pharmaceutical formulation & inventing a continuous synthetic process crucial for COVID treatment drug production Show less

  • Tooslow
    • Washington DC-Baltimore Area
    • Freelance Photographer
      • Aug 2017 - Present

      • Launched a photography business, overseeing in-studio & on-location services for over 100 clients & creative professionals • Designed an aesthetically and accessible website to showcase my work, www.TooslowFantasy.com • Launched a photography business, overseeing in-studio & on-location services for over 100 clients & creative professionals • Designed an aesthetically and accessible website to showcase my work, www.TooslowFantasy.com

    • United States
    • Defense & Space
    • 1 - 100 Employee
    • Surveillance Support
      • Aug 2018 - Present

      • Execute 500+ hours of confidential protocols to support DoD & Federal Law Enforcement in scenario development • Execute 500+ hours of confidential protocols to support DoD & Federal Law Enforcement in scenario development

    • United States
    • Higher Education
    • 700 & Above Employee
    • Mathematic Tutor
      • Aug 2018 - Aug 2020

      • Tutored over 3000 students one-on-one and in group settings in subjects ranging from College Algebra to Calculus III • Strengthened department operations and student satisfaction by developing strategies to increase tutoring effectiveness • Tutored over 3000 students one-on-one and in group settings in subjects ranging from College Algebra to Calculus III • Strengthened department operations and student satisfaction by developing strategies to increase tutoring effectiveness

    • United States
    • Higher Education
    • 700 & Above Employee
    • Undergraduate Research Assistant
      • Jan 2016 - Dec 2016

      • Synthesized and analyzed peptides using solid-phase synthesis methods that targeted G-Protein Coupled Receptors • Identified and quantified purity and quality of peptides using various analytical equipment such as High-Performance Liquid Chromatography (HPLC) and Mass Spectroscopy (MS) • Synthesized and analyzed peptides using solid-phase synthesis methods that targeted G-Protein Coupled Receptors • Identified and quantified purity and quality of peptides using various analytical equipment such as High-Performance Liquid Chromatography (HPLC) and Mass Spectroscopy (MS)

Education

  • Virginia Tech
    Master of Engineering - MEng, Computer Science
    2022 - 2023
  • University of Arizona
    Bachelor of Science - BS, Chemical Engineering
    2017 - 2020
  • University of Arizona
    Bachelor of Science - BS, Chemistry
    2013 - 2017

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