Jacob Stambaugh Email and Phone Number
Jacob Stambaugh work email
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Jacob Stambaugh personal email
Passionate about data science and software engineering, I thrive on challenging norms and solving problems across diverse domains. My expertise lies in developing ETL pipelines, designing ML/AI algorithms, creating data visualizations, and conducting A/B testing. With a strong interest in the field of biotech, I am driven to leverage my skills and knowledge in data science and software engineering to drive advancements in the industry. By bridging the gap between design, technology, and business, I aspire to make a meaningful impact and contribute to groundbreaking developments.In my journey, I have designed and maintained robust ETL pipelines, ensuring the availability of high-quality data for downstream analysis and client applications. Additionally, I have developed cutting-edge machine learning algorithms that effectively identify and predict cancer cell fusion within diverse genotype populations. By leveraging my skills and knowledge in biotech and data science, I am committed to driving advancements in the field and contributing to the development of innovative solutions that can positively impact healthcare outcomes and improve lives.
Welligence Energy Analytics
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Data ScientistWelligence Energy Analytics Jan 2023 - PresentHouston, Texas, Us
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Data ScientistVirtus Real Estate Capital Jul 2022 - Jan 2023Austin, Texas, Us• Designed data pipelines with a consultant firm to ensure robust and quality data sources for downstream analyses across 5+ teams• Created statistical model dashboards using new KPIs (rent acceleration, nearest neighbor relations) driving more informed decision making for the asset team• Conceptualized and executed a multi-level forecasting model to predict rent growth across different markets and submarkets with an average accuracy of ~ 93% -
Research AssistantOden Institute For Computational Engineering And Sciences Aug 2020 - May 2022Austin, Texas, Us• Designed and maintained bioinformatic pipelines which resulted in a decrease of 2 hours per experiment • Developed random forest, SVM, and other ML models to analyze cancer cell genotypes to predict physiological outcomes such as cell-to-cell fusion with an AUC of 0.93• Implemented Python image processing scripts to process large image/video data to quantify the rate of cell-to- cell fusion in-vivo with an accuracy of 98% • Attended seminars and journal clubs to discuss and present the latest on-going research methods in the field of computational oncology -
Customer Support InternBenchling May 2021 - Aug 2021San Francisco, California, Us• Overhauled the legacy data importation process by generating scripts to automatically split files and wrote SOPs to reduce turn-around time by 2 hours per import• Created customer dashboards to manage biological inventory which increased user dashboard participation• Parsed customers’ data using SQL Server to understand clients’ data model and extract necessary metadata information for data importations• Wrote help articles to introduce customers to the benefits and security of SAML SSO -
PresidentTexas Engineering World Health May 2020 - May 2021Austin, Texas, Us• Spearheaded an innovative ventilator splitter project to allow two patients to use a single ventilator independently• Collaborated with professors, medical specialists, and patients to ensure all prototyped devices would be feasible/useful in a real setting• Mediated programming workshops to teach members OOP, and basics of Python/Java• Led project teams consisting of 8-10 members to create and test prototypes -
Biomedical Engineer TutorThe University Of Texas At Austin Sep 2019 - May 2021Austin, Tx, UsTutor for the Biomedical Engineering department, where I managed both drop-in tutoring one night a week and several one-one appointments throughout the week. I tutored students in the following subjects: Calculus, Differential Equations, Linear Algebra, Biomechanics, Statistics, Python programming, Numerical Methods, Circuit Analysis, Chemistry, and Physics. -
External ChairUt Austin Biomedical Engineering Advisory Board May 2019 - May 2021• Facilitated talks between the student body and professors to create change and continually improve the undergraduate experience of BME students• Oversaw the addition of more office/storage space for BME student organizations• Created weekly events to create a more tight-knit community within the BME program • Work with other committees to organize a yearly town-hall of over 50 students to collect feedback • Compiles yearly feedback into a 20-page report and presents this data to the dean of BME
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Software Engineer InternCarlin Fit Llc May 2020 - Aug 2020Greater Philadelphia Area, UsVirtual Summer Internship• Prototyped a novel UV-C rideshare device disinfecting 99.99% of germs• Oversaw software architecture development, prototyping, debugging, and testing• Collaborated remotely with vendors, scientists, and customers to collect feedback to create meaningful design and implementation changes to the device• Optimized circuit designs to decrease costs by 80% while maintaining efficiency -
Visiting ResearcherOregon State University Jun 2019 - Sep 2019Corvallis, Or, Us• 10-week Program funded by the National Science Foundation• Member in Dr. Ravi Balasubramanian’s biomechanics lab, developing biomechanical models using OPENSIM and MATLAB to model human movement and force production of the hand and wrist muscles • Quantified surgical outcomes using the models to predict the effectiveness of different surgical techniques including a passive medical implant deigned in lab• Assisted in rabbit cadaver surgery and trials to validate data from OPENSIM models • Submitted an abstract to the National Orthopedic Research Society for the 2020 conference -
Undergraduate Learning AssistantThe University Of Texas At Austin Aug 2018 - May 2019Austin, Tx, Us• A learning assistant for bio 206 lab• Trained in biological procedures and concepts in order to promote an active learning environment• Taught weekly experiments and led out of class study sessions• Prepped lab room weekly with reagents, supplies, and specimens
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Undergraduate Research AssistantThe University Of Texas At Austin Aug 2018 - May 2019Austin, Tx, Us• A research assistant in Dr. Rausch’s Biomechanics lab, that focused on understanding the histomechanical properties of the heart• Developed a MATLAB script to analyze and quantify collagen fiber undulation using pictures taken from a 2-photon microscope • Used Image-J along with MATLAB script to quantify collagen fiber orientation• Used undulation and orientation to quantify the histomechanical properties of the tricuspid valve to understand how structure and function are correlated
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Research AssistantThe University Of Texas Rio Grande Valley May 2018 - Aug 2018Rio Grande Valley, Tx, Us• Lead research assistant in Dr. Mustard’s molecular neurobiology lab• Designed and conducted experiments to understand the effects of alcohol and caffeine on memory pathways in the brain using a honeybee model• Designed and created a mechanical/electrical test bed for experiments • Learned wet & dry lab protocols, and experimental testing
Jacob Stambaugh Skills
Jacob Stambaugh Education Details
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The University Of Texas At AustinBiomedical/Medical Engineering -
The University Of Texas At AustinComputer Science
Frequently Asked Questions about Jacob Stambaugh
What company does Jacob Stambaugh work for?
Jacob Stambaugh works for Welligence Energy Analytics
What is Jacob Stambaugh's role at the current company?
Jacob Stambaugh's current role is Data Scientist @ Welligence Energy Analytics | Master of Science, Biomedical Engineering.
What is Jacob Stambaugh's email address?
Jacob Stambaugh's email address is ja****@****nce.com
What schools did Jacob Stambaugh attend?
Jacob Stambaugh attended The University Of Texas At Austin, The University Of Texas At Austin.
What skills is Jacob Stambaugh known for?
Jacob Stambaugh has skills like Research And Development, Software Design, Data Warehousing, Amazon Web Services, Public Speaking, Data Science, Object Oriented Programming, Security Assertion Markup Language, Teaching, R (Programming Language, Data Analysis, Microsoft Sql Server.
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