Jon Samuel
Data Scientist / Software Engineer III at On Demand Pharmaceuticals Inc- Claim this Profile
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Bio
Experience
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On Demand Pharmaceuticals Inc
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United States
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Pharmaceutical Manufacturing
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1 - 100 Employee
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Data Scientist / Software Engineer III
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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
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Data Scientist / Software Engineer II
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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
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Data Scientist / R&D Scientist I
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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
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Tooslow
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Washington DC-Baltimore Area
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Freelance Photographer
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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
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EKS Group, LLC
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United States
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Defense & Space
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1 - 100 Employee
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Surveillance Support
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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
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University of Arizona
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United States
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Higher Education
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700 & Above Employee
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Mathematic Tutor
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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
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University of Arizona
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United States
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Higher Education
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700 & Above Employee
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Undergraduate Research Assistant
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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)
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Education
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Virginia Tech
Master of Engineering - MEng, Computer Science -
University of Arizona
Bachelor of Science - BS, Chemical Engineering -
University of Arizona
Bachelor of Science - BS, Chemistry