Medical Device Company

Leading cross disciplinary teams in the development of high performance, high scale consumer facing mobile and web applications for improved healthcare outcomes.

Managing the full product lifecycle, coordinating with data science, clinical and engineering teams to develop requirements and validating ML algorithms. Focused on the coordination of hardware, software and cloud-based systems. Worked with multiple business units to translate and balance business needs into implementations, setting the scope and priorities, and performing cybersecurity and risk management.

Technical Product Manager

Delta Analytics

•	Establish the vision and roadmap for data science projects, working with global non-profit companies. Built and led cross-functional teams of 4 data scientists to develop production ready machine learning solutions, dashboards and data pipelines to create immediate impact for our clients.

•	Responsible for leading data scientist teams to help global non-profit companies gain actionable insights from their data and provide recommendations. Created key strategic relationships with key stakeholders, developed roadmaps, performed data cleaning, data exploration, model building and managed project deliverables. Coordinated activities with fully remote teams of 3-4 data scientists.

•	Developed production quality machine learning algorithms and analytics solutions in Python, SQL and R. Created data visualizations and dashboards in PowerBI, Tableau, Keen.io and Google Analytics.

Data Science Manger, Operations (Part-Time Consultant)

University of San Francisco

Instructor for the “Fundamentals of Business Analytics” class for both undergraduate and graduate business students. Focus on spreadsheet modeling and analytics in Excel, utilizing real-world examples. Topics include regression, forecasting, pivot tables, visualization, simulation and linear programming.

Adjunct Professor of Business Analytics

Cala Health

•	Hands-on technical leadership of software development and release processes using Jira, coordinating activities with cross-functional teams in California, Canada and Croatia. Streamlined engineering workflows to reduce release time of AWS cloud platform, iOS software and product firmware by 50%. 

•	Removed silos and developed stronger relationships between engineering, product and data science teams through fostering communication, finding common ground and developing roadmap of projects for working collaboratively.

•	Performed risk management, troubleshooting, and root cause analysis. Implemented software development processes and documentation in compliance with ISO-13485, HIPAA and IEC-62304. Successfully passed IEC-62304 audit.

Technical Project Manager, Software Engineering

Procept BioRobotics

Managed software development process for 3 engineers, coordinated deliverables for SW/HW integration. 50% coding and 50% management. Developed software in C# and WPF for real-time UI workflow and image processing. Architect for Jenkins CI/CD for automated software builds and deployment.

Developed a baseline OS image and DevOps infrastructure to reduce production time by 30% and to facilitate standardized software/hardware integration. Responsible for integrating third-party imaging systems and working hands-on with hardware components.

Wrote product specifications, performed risk management, acceptance testing, unit tests and validation/verification documentation following regulatory standards compliance with ISO-13485 & IEC-62304. Provided engineering support and troubleshooting expertise for worldwide clinical trials.

Senior Software Engineer/Data Scientist

Centro Community Partners

MBA Advisor

Restoration Robotics

•	As employee #10, I took on significant responsibilities for software architecture, DevOps infrastructure and was pivotal in the software/hardware integration, working with robotic arms and hundreds of electrical and mechanical components.

•	Lead architect and product owner for the system calibration software, written in C++ and C# with WinForms/WPF, utilizing OpenCV for image processing, classification and object identification.

•	I developed a customized system in C++ for performing real-time data analysis and predictive analytics on multiple TB of clinical data. Built customized machine learning models, dashboards, metrics and tools in C++, C#, Excel and Matlab for real-time system diagnostics, analytics and classification, resulting in a 50% reduction in field support costs and a 25% reduction in production costs.

•	Worked with doctors, clinicians and other external stakeholders to perform training, troubleshooting, and system installation. Trained international support teams in Japan and China. Collaborated with global third-party suppliers located in China and Europe for procurement and evaluation of system components. 

•	Created a new set of processes and procedures for system installation, software/hardware integration for production, upgrades and maintenance for regulatory compliance with ISO-13485 & IEC-62304, resulting in $2 million in sales outside of the US.

Technical Product Manager/Principal Software Engineer

Labcyte

Software Engineer & SCM Manager

Various companies

Worked at various startups and established companies in semiconductor, consumer software, biomedical software, storage and web-based applications.

Software Engineer

Jandel Scientific

Professional Services Engineer

Citizen of data science. Professor. Leader in data science and software engineering.

Extensive software engineering & data science experience using agile methodologies on Class 2 medical devices and biotechnology. Developed software using C++, C#, WPF & Python on robotics, embedded systems and IoT. Experienced in developing customer and stakeholder relationships, risk management, SW/HW integration, project & release management, and safety-critical systems.

- Software engineering management
- Data analysis and visualization in Excel, Python, R, Matlab, Jupyter Notebook, C++, C#, NoSQL, SQL
- Implementation of CI/CD and software development/release pipelines
- Building customized ML models in C# and Python
- Front-End and Back-end programming in C, C++ and C#
- Real-time computer vision, object detection
- Project management 
- Requirements gathering and documentation
- Risk management (FMEA)


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