Jacob Stambaugh Email & Phone Number

Houston, Texas, Us

Austin, 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%

Austin, 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

San 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

Austin, 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

Austin, Tx, Us

Tutor 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.

• 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

Greater Philadelphia Area, Us

Virtual 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

Corvallis, 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

Austin, 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

Austin, 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

Rio 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

Master Of Science - Ms, Biomedical/Medical Engineering

Minor, Computer Science