• Deep Learning implementations (U-net, V-net, DU-net, HRU-net, and SRGAN) for bio-image analysis• ML implementations for prediction of discrete biological data from continuous data streams • Data cleaning and preprocessing (of simulated and experimental data) to ensure optimal model training and accurate results.• Data analysis pipeline and ML model for real-time bioimage classification• Modeling action of novel biomedical device to inform design iteration. • Software development contributing to novel software for modeling photon scatter based on CAD files.• Algorithm development for medical device biometric reporting• ABB robotics programming for automated data collection.• Labview software development for integration of systems into a synchronized, multi-modal imaging system• Labview GUI development for electroporation system control• Labview automation of data collection and control of dynamic light scattering microscopy

• Data Scientist and Research Project Manager from May 2020 to Jan 2022, prior to transitioning to advisory role, providing technical training and guidance for company data science trajectory.• Data mining resources for a Knowledge Management System (KMS) using natural language processing (NLP) techniques including NLKT, TF-IDF, Cosine Similarity, etc.• Integration of compiled resources to a web-based KMS by creating document collections based on likeness to key terminology.• Sentiment analysis on various forums to inform targeted marketing strategies.• Project Lead of Resource Research team to compile resources for the KMS.• Acting General Circle Admin to facilitate company-wide meetings with the Socratic method.

• Graph Database (Neo4j and Neptune) used to iteratively identify relationships between health indicators for modeling potential• AWS workflow development for centralized data ingestion, cleaning/processing, and visualization• Invited to apply for NSF SBIR/STTR Phase 1• Modeling of health and social indicators to determine health related risk• Healthcare and public data mining, cleaning, and analytics for model development

• Data and root cause analysis time reduction from 8 hours to 1 hour via semi-automated Scilab code, increasing testing throughput.• Design (Solidworks, Fusion) and testing of drug delivery devices and equipment to test/produce devices and components.• Wrote SOPs and manufacturing instructions for use of equipment, production of devices, and organic/analytic chemistry analysis of formulations (for shelf and conditioned stability testing).• Utilization of ISO 11608 and MIL-STD to inform design and testing decisions• Formal quality documentation for FDA combination product submission.• Created safety training and trained all new employees on device building processes.

• Created software for automated analysis to increase employee efficiency utilizing systemic data libraries (scilab, labview, C#).• Designed (Solidworks) and prototyped parts (mill, lathe, 3D printer, etc.) on site improving performance and form-factor of neutron generator, HVPS, sputtering system magnetrons, and linear accelerators.• Improved braze and weld hermeticity results from <25% to >90% across all designs (including R&D and production) through organic chemistry modifications.• Increased braze throughput by assembling three new braze furnaces/associated vacuum systems and creating company-wide scheduling for use.• Investigated dielectric insulation methodologies to produce capacitors for controlling high-stress electric fields (ISO 60384).• Contributed to the electronic design (kicad, electronics design) of several neutron generators, HVPS, sputter system magnetrons, and linear accelerators.• Hands-on electrical experience in PCB layout (kicad), three-dimensional reflow soldering, and troubleshooting/diagnostics.• Developed new protocols for sputtering multi-chambered cavities with complex electromagnetics including TE mode alignment.• Initiated new employee onboarding, workplace safety training, and intern training program.• ISO 9000/9001 used to build CAPA system.

•Thesis—Magnetic Resonance Spectroscopy: Techniques and Applications in Thermometry and Metabolite Mapping•Teaching Assistant for Bioreactor Lab and Introduction to Cell Culture Lab. Instructed undergraduate students in the experimental and theoretical principles of lab techniques and physical model design. • Analysis of big data sets from experimental MRI methods.• Enabled research progress by streamlining data processing via adaptation of animal experiment habitats and GUI platforms for analysis utilizing Med-PC and python/ matlab.• Managed day to day activities in lab setting (including Microsoft based server maintenance) in order to foster problem-solving environment and enable the development of a new product. • Planned study logistics/development and wrote fMRI code and post-processing analysis scripts (matlab, C++) for a 200 participant, multi-year longitudinal trial.• Leader in and teacher for outreach initiative to provide community schools with resources to explore Nanoscale Science and Technology and provide early exposure in the STEM fields.

• Obtained funding via University of California Leadership Excellence through Advanced Degrees and National Science Foundation Mentoring Year-Round in Biological Engineering, Science, and Technology• Generated data and analyzed results for two projects determining (1) Viscoelastic properties of the plasma membranes of cancerous and non-cancerous bronchial cells and (2) Plant virus resembling materials conjugated with anti-EGFR for targeted cancer imaging• Investigated phenotypic and genotypic bacterial properties in bioreactor variations to develop an understanding of microbial transport and community property characterization (1) within a model colon, septic and groundwater system and (2) when pH is altered by chemical compounds.• Initiated Seizure Alert Device for Independence, Inc. where I designed and implemented a prototype using PCBs and microcontrollers for a study with seizure subjects. Completed IRB paperwork, worked with bioengineers to ensure subject safety, and generated a website in HTML for recruitment.• Internship as Technical Writer at Engineering/Documentation Systems, Inc. where I assisted Vice President and CEO in generating proposals for military contracts pertaining to command, control, communications, computers, and intelligence systems by maintaining directory organization and generating technical documents.• Set up inverted microscope for use in an optical tweezer, Python and Java programming for stage movement.• Taught Introductory Physics and Mechanical Physics labs (including course grading) and set up labs for General Physics.• Associated skills: Optical Tweezers and Cell Culturing; Laser, Safety, and Biohazardous Material; Biosafety; Autoclave; Technical Writing; Teaching and grading