Curriculum Vitae
Education
M.S.E. in Biomedical Engineering, Johns Hopkins University, 2019
Focus: Diagnostic medical imaging, computational modeling, and systems bioengineering.B.S. in Biomedical Engineering, Highest Honor, Georgia Institute of Technology, 2016
Focus: Biomechanics, biotransport, and physiological systems modeling.
Certifications and Awards
- Engineer-In-Training (EIT), Chemical Engineering Discipline — Maryland State Board for Professional Engineers (2021)
- Certified Six Sigma Yellow Belt (CSSYB) — American Society for Quality (ASQ, 2020)
- Project Management Professional (PMP) — Project Management Institute (2023)
- ISTQB Certified Test Automation Engineer (CTAL-TAE) — International Software Testing Qualifications Board (2024)
- Mobile Atlanta Scholarship — Georgia Institute of Technology (2015)
Technical Competencies
Biomedical Engineering:
Medical imaging systems, diagnostic imaging pipelines, CT image reconstruction (FBP, PL), biophysical modeling, medical device design, process validation, and systems verification.Software and Automation:
Python (Pytest, Selenium, Pandas, NumPy, API integration), SQL, XML, MATLAB, LabVIEW, C++, Git, and CI/CD workflows for software validation and regression testing.Data Engineering and Computational Tools:
Data acquisition and transformation (ETL pipelines), statistical analysis, modeling and simulation of biological systems, and data visualization.Hardware and Laboratory Systems:
Automated manufacturing systems (cartoning, filling, labeling), instrumentation calibration, histological analysis, microscopy, flow cytometry, and 3D printing for anatomical modeling.
Work Experience
Software Applications Engineer, Adaptix Imaging — Oxford, United Kingdom
October 2022 – Present
- Develop and maintain automated test frameworks for validating X-ray imaging software and hardware.
- Design Python-based UI testing tools to streamline verification workflows and ensure compliance with ISO 13485 and IEC 62304 standards.
- Collaborate with interdisciplinary teams to analyze image reconstruction algorithms and validate diagnostic accuracy.
- Conduct system verification and validation testing across embedded hardware and software subsystems.
Software Applications Engineer, Informetric Systems Inc — New Providence, NJ
January 2020 – August 2022
- Designed and deployed pharmaceutical manufacturing data pipelines integrating SQL and XML for GMP-compliant electronic batch records (EBRs).
- Developed and validated software updates for process reporting tools (InfoBatch, InfoLog) using controlled testing environments.
- Automated report generation and testing procedures, improving reliability of manufacturing analytics.
- Collaborated with QA and validation engineers to ensure compliance with FDA 21 CFR Part 11 and Good Automated Manufacturing Practice (GAMP 5).
Pharmaceutical Engineer, Aphena Pharma Solutions — Easton, MD
January 2020 – February 2021
- Authored and executed IQ/OQ/PQ validation protocols for manufacturing systems including blending, filling, and labeling machines.
- Developed preventive maintenance schedules, trained operators, and led CAPA initiatives to ensure cGMP compliance.
- Designed and fabricated custom fixtures and tooling to support process optimization and technology transfer.
- Performed validation of automated process control systems and data integrity verification.
Research Experience
Research Assistant, Advanced Imaging Algorithms & Instrumentation Lab — Johns Hopkins University
April 2018 – December 2019
- Designed and analyzed 3D-printed anthropomorphic phantoms to evaluate CT imaging system performance.
- Modeled image quality metrics for CT scanners and optimized imaging parameters for texture perception studies.
- Processed raw projection data using FBP and penalized-likelihood (PL) reconstruction algorithms.
- Modeled optical setups for Fourier ptychography microscopy and analyzed imaging performance via Fourier domain analysis.
- Supervisor: Prof. Joseph Webster Stayman, Ph.D.
Research Assistant, Myocarditis Lab — Johns Hopkins University
December 2017 – April 2018
- Assisted in rodent surgery and conducted molecular biology assays (PCR, ELISA, Western blot, flow cytometry).
- Evaluated cardiac histology samples and annotated tissue morphology for quantitative analysis.
- Applied ANCOVA to assess immune response variations in myocarditis models.
- Supervisor: Prof. Daniela Čiháková, M.D., Ph.D.
Research Assistant, Laboratory of Computational Motor Control — Johns Hopkins University
September 2017 – December 2017
- Designed robotic manipulandum experiments to model wrist motor adaptation and neural feedback control.
- Analyzed force adaptation and error-clamp trials to investigate separation of holding vs. movement neural circuits.
Research Assistant, Neurophysiology Laboratory — Georgia Institute of Technology
September 2013 – July 2017
- Developed an implantable intramuscular FES system to mitigate foot drop using closed-loop control algorithms.
- Simulated neuromechanical responses using NEUROMECHANIC software to predict muscular feedback.
- Collected and analyzed kinematic data from feline locomotion experiments with Vicon and MATLAB.
- Conducted survival surgeries (FHL reinnervation) under supervision of Prof. T. Richard Nichols, Ph.D.
Coursework
Mechanical Modeling and Design of Biological Systems
- EN.580.642 Tissue Engineering: design of biological tissue substitutes and applications of stem cells.
- BMED 3310 Biotransport: fundamentals of momentum, heat, and mass transfer in biological systems.
- BMED 3400 Introduction to Biomechanics: deformable bodies, kinetics, dynamics, and statics.
- BMED 4758 Biosolid Mechanics: mechanical modeling of biological tissues.
- BMED 2210 Conservation Principles in BME: systems thinking and model-based reasoning.
- PHYS 2211/2212 Intro to Physics I & II: mechanics, electromagnetism, and modern physics.
- Calculus I–III, Differential Equations, Linear Algebra.
- ECE 3710 + 3741 Circuit Design and Lab.
Chemistry
- CHEM 3511 A Survey of Biochemistry.
- CHEM 2380 Synthesis I Laboratory.
- CHEM 2311/2312 Organic Chemistry I & II.
- MSE 2001 Principles and Applications of Engineering Materials.
- CHEM 1211/1212 Inorganic Chemistry I & II.
Biomedical Engineering Design and Problem Solving
- BMED 2310 Introduction to Biomedical Engineering Design.
- BMED 4602 Capstone Design: Developed a wearable system to enhance surgeon comfort; led project planning, regulatory pathway analysis, and prototype validation.
- BMED 1300 Problems in Biomedical Engineering.
Physiology
- BMED 3600 Physiology of Cell and Molecular Systems.
- BMED 3100 System Physiology.
- EN.580.418 Principles of Pulmonary Physiology.
Statistics, Computational Modeling, and Applications
- BMED 2400 Introduction to Bioengineering Statistics.
- BMED 3520 Biomedical Systems and Modeling.
- EN.580.439 Models of the Neuron.
- EN.580.429 Systems Bioengineering III.
- EN.580.430 Systems Pharmacology and Personalized Medicine.
- EN.580.428 Systems Bioengineering I (Data Science & Computational Medicine).
Publications
Talks
Conference Presentations
Conference Presentation
Verifying performance and safety is critical, but has been a bottleneck in the medical software release process. UI software testing, being the most complex and integrated component, has traditionally been tested manually. Because the UI software is constantly updated, building automated UI testing solutions (TAS) for continuous verification offers significant benefits — reducing manual labor and human errors, enabling early detection of software issues, and strengthening the robustness of the development lifecycle.
This presentation introduces a **readable and maintainable Python-based automation framework** for medical imaging applications that emulates user interactions, communicates with external web APIs, performs data validation, records test evidence, and generates comprehensive test reports.
Presentations & Posters
RSLondon Southeast, Imperial College London — Best Poster Award
Developed an automated UI software testing framework designed for medical imaging applications. Presented as a technical poster at RSLondon Southeast and recognized with the **Best Poster Award** for innovation in healthcare software testing and automation.
Teaching
Service and Leadership
- Presented award-winning poster on Automated UI Software Testing for Medical Imaging at RSLondon Southeast, Imperial College London.
- Active contributor to healthcare software QA and automation communities.
