Experience
Epic Systems (Madison, WI)
May - Sep. 2021 (left to pursue M.S.)
Introduced new functionality in Rover mobile application on iOS for route planning optimization, media capture, and time logging by home health and hospice nurses
Qral Group (San Francisco, CA)
July 2020 - May 2021
• Consulted for pharma/biotech companies, specializing in data science and analytics
• Performed descriptive analytics (e.g., insurance data analysis of rare disease markets) and predictive modeling to inform product launch and sales strategy and increase ROI
• Developed software and infrastructure for electronic data interchange and data warehousing, self-service analytics software, and web portals for analytics reporting
Bristol Myers Squibb (Devens, MA)
May - July 2020
Integrated cell density sensors and implemented process control software for automation of mixing process in production of monoclonal antibodies for cancer therapeutics
Avanos Medical (Alpharetta, GA)
May - Aug. 2019
• Worked within Interventional Pain Management Franchise on RF ablation technology
• Proposed and developed CV-based automatic RF lesion measurement software using techniques in edge detection, morphological image processing and shape fitting to provide improved testing protocol drastically benefitting speed, accuracy and precision
• Designed circuity and embedded software for “demo box” device eliminating need for biological tissue in demonstration of RF ablation using COOLIEF® cooled RF generator
• Supported V&V build, testing and documentation for next-generation RF probes
Johns Hopkins Computer Science Department
Jan 2019 - Jan 2020
• Assisted instructors in course delivery and instruction for Intro MATLAB & Java
• Led section discussions, held office hours, responded to questions and graded assignments
Johns Hopkins CBID
March 2018 - Jan 2020
• Sponsored by JHU and BD to improve technology for delivery of epidural anesthesia
• Conceived, designed, prototyped, and tested patented novel extendable needle to accommodate more patients and save hospitals millions in operating room costs
• Rapid prototyped using CAD, 3D printing, and testing methods including FEA
Johns Hopkins I-STAR Lab
Jan. 2018 – May 2020
• Computationally modelled joint space morphology and fed feature selection/dimensional reduction and supervised learning algorithms and diagnose OA in knee CT scans
• Applied methods in image segmentation, 3D rendering, image registration and statistical shape analysis of bones from CT scans for projects in robotic surgical guidance
• Utilized convolutional neural networks for classification of tumors from pathology slides
UC Davis Air Quality Research Center
May 2015 – May 2020
• Leveraged computational modelling of lung airway geometry from CT scan data for automated characterization and diagnostic purposes in mouse and human lungs
• Developed prototypes of wind sensors using force sensor and ultrasonic technology for implementation in the EPA's IMPROVE network of weather monitoring stations