Machine Learning Biomedical Engineering

Christian Hernandez

Cerritos, CA ***** 562-***-**** *********************@*****.***

EDUCATION

California State University Long Beach Long Beach, Ca Bachelor of Science in Biomedical Engineering May 18, 2022 Relevant Coursework: Biomechanics, Bio Signaling, Calculus, MATLAB, Mathematical Reasoning, Data Acquisition and Analysis, Machine Learning, Bioinstrumentation University of Pennsylvania Philadelphia, Pa

Master of Science in Bioengineering Dec 18, 2023

Relevant Coursework: Engineering Biotechnology, Drug Delivery, Cellular Engineering, Release Systems WORK EXPERIENCE

Rx Sight Aliso Viejo, Ca

Qa Testing Engineer (Contract) Apr 2024 – May 2024

Analyzed clinical videos to ensure validation accuracy and reliability.

Contributed to validation and verification testing to uphold product quality standards.

Collaborated cross-functionally to ensure software robustness and performance, aligning data with AI algorithms to enhance aim assistance accuracy for the product. University of Pennsylvania Philadelphia, Pa

Smart Lab Research Associate Aug 2023 – Dec 2023

Enhanced laboratory skills and acquired advanced techniques in Dr. Daeyeon Lee's lab at the University of Pennsylvania following GLP practices.

The project aimed to advance single-cell analysis, specifically addressing the challenge of bridging high- throughput analyte extraction with high-resolution mass spectrometry analysis.

Mastered flow coating experiments and proficiently imaged colloidal particles.

Proposed and implemented optimizations, including BSA buffer incorporation and double coating of substrates, significantly improving yield percentage and specificity for single-cell analysis in a high- throughput project.

Grifols Biologicals Los Angeles, Ca

Engineering Intern May 2023 – Aug 2023

Identified and resolved light barrier issues, ensuring production safety through analysis and on-site observations.

Played a key role in troubleshooting and improving the filling/welding machine for safety and functionality.

Conducted site visits for an automation project, seeking ways to enhance production efficiency and quality. Long Beach VA Hospital Long Beach, Ca

Research Assistant/ Junior Specialist May 2021 – Dec 2021

Facilitate mice colony and maintained health of individual mice

Utilize CAE for phenotype verification including operating on mice

Implement Western Blots to analyze Mapk Erk

Cardiovascular Engineering & Device Innovation Lab, Long Beach, Ca CSULB Biomedical Engineering Department April 2020 – Aug 2022 Research Lab member

Assist Dr. Ga Young Suh with her literary research in Efficient Machine Learning-driven Countermeasures for Securing Biomedical Devices against Emerging Cyber-Attacks.

Wrote and researched an ongoing research journal on developing an effective and cost-efficient machine learning-driven countermeasures in biomedical devices. City of Cerritos Park and Recreations Cerritos, Ca Recreation Leader ll Dec 2019 – Sep 2021

Coached a youth basketball team and helped manage the Cerritos Youth Basketball league with over fifty teams.

Supervised the Cerritos Sports Complex and helped manage the park by maintaining the park schedules and enforcing guidelines.

Extensive communication with residents in person, over the phone, and via email. Project

Senior Design Capstone Project Long Beach, Ca

Nov 2021 – May 2022

• Designed and developed a microfluidic droplet generator using techniques such as CO2-laser cutting and Acrylonitrile Butadiene Styrene 3D-printing

• Created a droplet-based microfluidic device for encapsulating cells and synthesizing HMPs with and without cells.

• Designed a microfluidic cell-free system for protein synthesis based on T-junction geometry and mixer channels.

Cardiovascular Engineering & Device Innovation Lab, Long Beach, Ca CSULB Biomedical Engineering Department May 2020 – Aug. 2022 Research Lab member

Trans Carotid Artery Revascularization

Research TAVR and other alternative pathways with TCAR team

Find alternative method of treatment for carotid artery disease by constructing simulations and models of TCAR method using SimVascular

Designed a stent using SimVascular to help to further lower the risk of stroke and restenosis after TCAR Abdominal Aorta Aneurysm:

Designed two aortas on SimVascular one with an aneurysm and one with a stent.

Simulated the aortic blood flow on SolidWorks

Compare blood flow in regular and abnormal aorta by designing aorta models with ParaView LEADERSHIP EXPERIENCE

CSULB Biomedical Engineering Department Long Beach, Ca Instructional Student Assistant Aug 2021 – May 2022

Served as an instructional student assistant (August 2021 - May 2022) for a Data Acquisition and Analysis course, performing tasks akin to a teaching assistant.

Conducted hands-on labs, facilitated measurements (blood pressure and heart rate), and provided support to students under the supervision of Dr. Maryam Moussavi.

Gained expertise in bioinstrumentation, circuitry, and time management, while fostering collaboration with instructors and diverse student groups.

Developed skills in managing student expectations, offering constructive feedback, and receiving personal feedback, all of which significantly prepared me for future graduate studies and research pursuits. SKILLS & ACTIVITIES

Skills:

Computing software: MATLAB, Python, Arduino, SimVascular, ParaView

MS: Word, PowerPoint, Excel

Leadership, Flexibility, Teamwork

Activities: Cardiovascular Research Club, Biomedical Mentoring Club, The Engineering in Medicine and Biology Society

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