Penn Bioengineering juniors work on their ECG devices in BE 3100, Bioengineering Modeling, Analysis and Design Laboratory II (aka BE MAD)
The George H. Stephenson Foundation Educational Laboratory & Bio-MakerSpace (aka the Penn BE Labs) played host last week to Sarah Huffman, a local journalist writing for Technical.ly Philly. During her visit to the lab, she chatted with third year undergraduates working on their ECG devices for monitoring breathing and heart rates, and senior design students applying all they’ve learned in their previous three years to their graduation capstone projects. She also got a chance to discuss the classes and learn about the lab’s vision to be a bio-makerspace with Sevile Mannickarottu, Director of Educational Labs for BE, and with David Issadore, Associate Professor in Bioengineering and in Electrical and Systems Engineering and professor of the third year spring lab course:
Journalist Sarah Huffman interviews BE 3100 professor David Issadore.
“’The students all come here and they hang out and they build stuff,’ said David Issadore, associate professor of bioengineering and electrical and systems engineering. ‘This junior-level course is kind of an entry point for their senior design. So next year, all these students are going to take on new projects, and then they all kind of hang around here and they build incredible stuff.’”
The profile of the BE Labs is part of Technical.ly’s 2023 Universities Month, a series focusing on the latest trends and tech in higher education.
The Office of the Provost awards the Penn Prize for Excellence in Teaching by Graduate Students in recognition of their profound impact on education across the University. Nominations come directly from undergraduate and graduate students in their courses and are narrowed down to ten awardees each year.
Anderson is a Ph.D. student who studies the computational modeling of injury in full-brain networks in the Molecular Neuroengineering Lab of David Meaney, Solomon R. Pollack Professor in Bioengineering and Senior Associate Dean of Penn Engineering. Anderson has served as a teaching assistant for Bioengineering Senior Design since Fall 2019. Senior Design (BE 495 & 496) is the Bioengineering Department’s two-semester capstone course in which students work in teams to conceive, design and pitch their final projects, and is taught by Meaney and Sevile Mannickarottu, Director of Educational Laboratories in Bioengineering. Anderson earned her B.S. in Bioengineering from Rice University in 2016. Her doctoral thesis focuses on how subconcussive head trauma affects subsequent concussion outcomes.
Each year, Penn Engineering’s seniors present their Senior Design projects, a year-long effort that challenges them to test and develop solutions to real-world problems, to their individual departments. The top three projects from each department go on to compete in the annual Senior Design Competition, sponsored by the Engineering Alumni Society, which involves pitching projects to a panel of judges who evaluate their potential in the market.
This year’s panel included 42 judges, 21 in-person and 21 online, who weighed in on 18 projects. Each winning team received a $2,000 prize, generously sponsored by Penn Engineering alumnus Kerry Wisnosky.
This year, Bioengineering teams won two of the four interdepartmental awards.
Technology & Innovation Award
This award recognized the team whose project represents the highest and best use of technology and innovation to leverage engineering principles.
Team Modulo Prosthetics with Vijay Kumar, Dean of Penn Engineering, and Lyle Brunhofer, Chair of the 2022 Senior Design Competition Committee.
Winner: Team Modulo Prosthetics Department: Bioengineering Team Members: Alisha Agarwal, Michelle Kwon, Gary Lin, Ian Ong, Zachary Spalding Mentor: Michael Hast Instructors: Sevile Mannickarottu, David Meaney, Michael Siedlik Abstract: Modulo Prosthetic is an adjustable, low-cost, thumb prosthetic with integrated haptic feedback that attaches to the metacarpophalangeal (MCP) joint of partial hand amputees and assists in activities of daily living (ADLs).
Leadership Award
This award recognizes the team which most professionally and persuasively presents their group project to incorporate a full analysis of their project’s scope, advantages and challenges, as well as addresses the research’s future potential and prospects for commercialization.
Team ReiniSpec with Vijay Kumar, Dean of Penn Engineering, and Lyle Brunhofer, Chair of the 2022 Senior Design Competition Committee.
Winner: Team ReiniSpec Department: Bioengineering Team Members: Caitlin Frazee, Caroline Kavanagh, Ifeoluwa Popoola, Alexa Rybicki, Michelle White Mentor: JeongInn Park Instructors: Sevile Mannickarottu, David Meaney, Michael Siedlik Abstract: ReiniSpec is a redesigned speculum to improve the gynecological exam experience, increasing patient comfort with a silicone shell and using motorized arm adjustments to make it easily adjustable for each patient, while also incorporating a camera, lights, and machine learning to aid in better diagnosis by gynecologists.
The 2022 Senior Design Competition Committee was chaired by Lyle Brunhofer, Penn Engineering Alumni Society Board Member and alumnus of Penn Bioengineering (BSE 2014, Master’s 2015).
After a year of hybrid learning, Penn Bioengineering (BE) seniors were excited to return to the George H. Stephenson Foundation Educational Laboratory & Bio-MakerSpace for Senior Design (BE 495 & 496), a two-semester course in which students work in teams to conceive, design and pitch their capstone projects in bioengineering. This year’s projects include tools for monitoring health, software to improve communication for the healthcare and supply chain industries, and devices to improve patient care for women and underrepresented minorities.
Team 11 (ReiniSpec) From L to R: Ifeoluwa Popoola, Alexa Rybicki, JeongInn Park (TA), Caitlin Frazee, Michelle White, Caroline Kavanagh (on laptop).
The three winning teams went on to compete in the annual interdepartmental Senior Design Competition sponsored by the Penn Engineering Alumni Society. BE took home two of the four interdepartmental awards: Team Modulo Prosthetics won the “Technology and Innovation Prize,” recognizing the project which best represents the highest and best use of technology and innovation to leverage engineering principles; and Team ReiniSpec won the “Leadership Prize,” which recognizes the team which most professionally and persuasively presents their group project to incorporate a full analysis of their project scope, advantages, and challenges, and addresses the commercialization and future potential of their research.
All BE teams were also required to submit their projects to local and national competitions, and were met with resounding success. “The creativity and accomplishment of this Senior Design class is really unparalleled,” said David Meaney, Solomon R. Pollack Professor in Bioengineering, Senior Associate Dean of Penn Engineering, and instructor for Senior Design. “The number of accolades received by these students, as well as the interest in transforming their ideas into real products for patients, reached a new level that makes us extremely proud.”
Keep reading for a full list of this year’s projects and awards.
Team 1 – MEViD
MEViD (Multichannel Electrochemical Viral Diagnostic) is a modular, low cost device that leverages electrochemistry to rapidly diagnose viral diseases from saliva samples.
Team members: Yuzheng (George) Feng, Daphne Kontogiorgos-Heintz, Carisa Shah, Pranshu Suri, & Rachel Zoneraich
MOD EZ-IO is a low-cost, novel intraosseous drill that uses force and RPM readings to alert the user via an LED when they have breached cortical bone and entered cancellous bone, guiding proper IO placement.
Team members: Gregory Glova, Kaiser Okyan, Patrick Paglia, Rohan Vemu, & Tshepo Yane
Harvest by Grapevine is a user-centric software solution that merges social network communication and supply chain logistics to connect hospitals and suppliers under one unified platform.
Winner of the 2022 President’s Innovation Prize (team member Lukas Yancopoulos and partner William Kohler Danon [SAS 2022] for “Grapevine,” the larger software package of which “Harvest” was a part)
CliniCall helps streamline and centralize communication channels, offering a real-time monitoring device that enables on-site/attending physicians to communicate with on-call physicians through a livestream of patients and data.
Team members: Neepa Gupta, Santoshi Kandula, Sue Yun Lee, & Ronil Synghal
Team 5 – PneuSonus
PneuSonus is a low-cost, user-friendly wearable strap that aids in detecting pediatric pneumonia by using frequency analysis of sound waves transmitted through the lungs to identify specific properties related to fluid presence, a valid indicator specific to pneumonia.
Team members: Iman Hossain, Kelly Lopez, Sophia Mark, Simi Serfati, & Nicole Wojnowski
Team 6 – Chrysalis
Chrysalis is a smart swaddle system comprising an electric swaddle and accompanying iOS application that comforts neonatal abstinence syndrome infants via stochastic resonance and maternal heartbeat vibrational patterns to reduce opioid withdrawal symptoms without pharmacological intervention or constant nurse oversight as well as streamlines the Eat, Sleep, Console documentation process for nurses.
Team members: Julia Dunn, Rachel Gu, Julia Lasater, & Carolyn Zhang
EquitOx is a revolutionized fingertip pulse oximeter designed for EMS that addresses racial inequality in medicine through the use of one-off tongue-calibrated SpO2 measurements.
Team members: Ronak Bhagia, Estelle Burkhardt, Juliette Hooper, Caroline Smith, & Kevin Zhao
Modulo Prosthetic is an adjustable, low-cost, thumb prosthetic with integrated haptic feedback that attaches to the metacarpophalangeal (MCP) joint of partial hand amputees and assists in activities of daily living (ADLs).
Team members: Alisha Agarwal, Michelle Kwon, Gary Lin, Ian Ong, & Zachary Spalding
COR-ASSIST by Cygno Technologies is a low-cost intra-aortic balloon enhancement that directly supports heart function by increasing cardiac output to 2.8L/min, at a much lower cost and bleeding risk than the current Impella cardiac assist device.
Team members: Francesca Cimino, Allen Gan, Shawn Kang, Kristina Khaw, & William Zhang
Pedalytics Footwear is a rechargeable sandal that continuously monitors foot health and prevents diabetic foot ulcer formation by novelly tracking three key metrics indicative of ulceration, temperature, oxygen saturation, and pressure, and sending alerts to patients via the Pedalytics app when metric abnormalities are detected.
Team members: Samantha Brosler, Constantine Constantinidis, Quincy Hendricks, Ananyaa Kumar, & María José Suárez
ReiniSpec is a redesigned speculum to improve the gynecological exam experience, increasing patient comfort with a silicone shell and using motorized arm adjustments to make it easily adjustable for each patient, while also incorporating a camera, lights, and machine learning to aid in better diagnosis by gynecologists.
Team members: Caitlin Frazee, Caroline Kavanagh, Ifeoluwa Popoola, Alexa Rybicki, & Michelle White
William Kohler Danon and Lukas Yancopoulos of Grapevine (Photos Eric Sucar)
University of Pennsylvania Interim President Wendell Pritchett announced the recipients of the 2022 President’s Engagement, Innovation, and Sustainability Prizes. Awarded annually, the Prizes empower Penn students to design and undertake post-graduation projects that make a positive, lasting difference in the world. Each Prize-winning project will receive $100,000, as well as a $50,000 living stipend per team member.
A Penn Bioengineering student is behind one of the prize-winning projects. Grapevine, winner of the President’s Innovation Prize, aims to increase resilience within the healthcare supply chain. BE senior Lukas Achilles Yancopoulos and his partner William Kohler Danon created Grapevine, and Lukas went on to adapt the Grapevine software into his award-winning senior design project Harvest by Grapevine along with team members Nicole Bedanova, Kerry Blatney, Blake Grimes, Brenner Maull.
“This year’s Prize recipients have selflessly dedicated themselves to improving environmental, health, and educational outcomes for others,” said Pritchett. “From empowering young people through free creative writing education to building robotics that minimize fish waste to reducing microfiber pollution in the ocean, these outstanding and inspiring projects exemplify the vision and passion of our Penn students, who are deeply committed to making a positive difference in the world.”
William Kohler Danon and Lukas Achilles Yancopoulos for Grapevine: Danon, a history major in the College of Arts and Sciences from Miami, and Yancopoulos, an environmental studies major in the College and a bioengineering major in the School of Engineering and Applied Science from Yorktown Heights, New York, will work to increase resilience across the health care supply chain, with a particular focus on small-to-medium businesses. Grapevine builds upon Danon and Yancopoulos’sinspiring work with Pandemic Relief Supply, a venture that delivered $20 million of health care supplies to frontline workers at the height of the COVID-19 pandemic. They are mentored by David F. Meaney, the Solomon R. Pollack Professor of Bioengineering and senior associate dean for Penn Engineering.
Read about all the winning projects at Penn Today.
Congratulations to the Bioengineering undergraduate student recipients of awards from the School of School of Engineering and Applied Science for the 2021-2022 academic year. These awards are given annually by the school and the department in recognition of outstanding scholarship and service. Read the full list of Bioengineering undergraduate award winners below.
The Wolf-Hallac Award: Neepa Gupta (BAS 2022). This award was established in October 2000 to recognize the graduating female senior from across Penn Engineering’s departments who is seen as a role model, has achieved a high GPA (in the top 10% of their class), and who has demonstrated a commitment to school and/or community.
The Hugo Otto Wolf Memorial Prize: Ian Ong (BSE 2022) and Iman Hossian (BSE 2022). This prize is awarded to one or more members of each department’s senior class, distinguishing students who meet with great approval of the professors at large through “thoroughness and originality” in their work.
The Herman P. Schwan Award: George Feng (BSE and Jerome Fisher Program in Management & Technology 2022). This department award honors a graduating senior who demonstrates the “highest standards of scholarship and academic achievement.”
Exceptional Service Awards recognize students for their outstanding service to the University and their larger communities: Estelle Burkhardt (BSE 2022), Khristina Khaw (BSE 2022), Zachary Spalding (BSE 2022), and Nicole Wojnowski (BSE 2022).
The Student Leadership Award: Kerry Blatney (BSE 2022). This award is given annually to a student in Bioengineering who has demonstrated, through a combination of academic performance, service, leadership, and personal qualities, that they will be a credit to the Department, the School, and the University.
The Engineering Alumni Society E. Stuart Eichert, Jr. Student Award: Gloria Lee (BSE 2023). This award is given annually by the Engineering Alumni Society to a Penn Engineering third-year student who best exemplifies the characteristics of selfless service to the University and the community.
Additionally, the Bioengineering Department also presents a single lab group with the Albert Giandomenico Award which reflects their “teamwork, leadership, creativity, and knowledge applied to discovery-based learning in the laboratory.” This year’s group consists of Caitlin Frazee (BSE 2022), Ifeoluwa Poppola (BSE 2022), Alexa Rybicki (BSE 2022), and Michelle White (2022).
Three Bioengineering Senior Design teams were chosen for recognition in the Bioengineering Senior Design Competition:
Team Chrysalis: Team members Julia Dunn, Rachel Gu, Julia Lasater, & Carolyn Zhang. Chrysalis is a smart swaddle system comprising an electric swaddle and accompanying iOS application that comforts neonatal abstinence syndrome infants via stochastic resonance and maternal heartbeat vibrational patterns to reduce opioid withdrawal symptoms without pharmacological intervention or constant nurse oversight as well as streamlines the Eat, Sleep, Console documentation process for nurses.
Team Modulo Prosthetics: Team members Alisha Agarwal, Michelle Kwon, Gary Lin, Ian Ong, & Zachary Spalding. Modulo Prosthetic is an adjustable, low-cost, thumb prosthetic with integrated haptic feedback that attaches to the metacarpophalangeal (MCP) joint of partial hand amputees and assists in activities of daily living (ADLs).
Team ReiniSpec: Team members Caitlin Frazee, Caroline Kavanagh, Ifeoluwa Popoola, Alexa Rybicki, & Michelle White. ReiniSpec is a redesigned speculum to improve the gynecological exam experience, increasing patient comfort with a silicone shell and using motorized arm adjustments to make it easily adjustable for each patient, while also incorporating a camera, lights, and machine learning to aid in better diagnosis by gynecologists.
The winners of the Medical Robots for Contagious Disease Challenge Award for Best Application (L to R): Yasmina Al Ghadban, Phuong Vu, and Rob Paslaski.
Three recent Penn Bioengineering graduates took home the Best Application Award from the Medical Robotics for Contagious Disease Challenge, part of the three-month Hamlyn Symposium on Medical Robotics. Organized by the Hamlyn Centre at Imperial College, London, UK, in collaboration with the UK-RAS Network, the challenge involved “creating a 2-minute video of robotic or AI technology that could be used to tackle contagious diseases” in response to the current and potential future pandemics. Yasmina Al Ghadban, Rob Paslaski, and Phuong Vu were members of the Penn Bioengineering senior design team rUmVa who designed and built a cost-effective, autonomous robot that can quickly disinfect rooms by intelligently sanitizing high-touch surfaces and the air. The Best Application Award comes with a prize of £5,000.
The full Team rUmVa (L to R): Yasmina Al Ghadban, Rachel Madhogarhia, Phuong Vu, Jeong Inn Park, and Rob Paslaski.
Team rUmVa, which also included Bioengineering seniors Rachel Madhogarhia and Jeong Inn Park, also received a Berkman Opportunity fund grant from Penn Engineering and was one of three teams to win Penn Bioengineering’s Senior Design competition. Senior Design work is conducted every year on-site in the George H. Stephenson Foundation Educational Laboratory & Bio-MakerSpace (which successfully reopened for in-person activities this Spring semester). Read the full list of Spring 2021 Senior Design Award Winners here.
rUmVa and the other challenge winners were honored during the Hamlyn Symposium’s virtual closing ceremony on July 29, 2021.
Read rUmVa’s abstract and final papers, along with those of all of the Penn Bioengineering Teams’, on the BE Labs Senior Design 2021 website. rUmVa’s presentation can be viewed on Youtube:
Each year, Penn Engineering’s seniors present their Senior Design projects, a year-long effort that challenges them to test and develop solutions to real-world problems, to their individual departments. The top three projects from each department go on to compete in the annual Senior Design Competition, sponsored by the Engineering Alumni Society, which involves pitching projects to a panel of judges who evaluate their potential in the market. While the pandemic made this year’s competition logistically challenging, students and organizers were able to come together virtually to continue the tradition.
This year’s virtual format provided an opportunity for judges from around the country to participate in evaluating projects. Brad Richards, Director of Alumni Relations at Penn Engineering who helped plan the competition, was able to help recruit more than 60 volunteers to serve on the panel.
“The broad number of judges from varying industries made this competition incredibly meaningful, we will absolutely be integrating a virtual component to allow for more judges in the future.”
Eighteen teams total, three from each department, virtually presented to the panel of judges, who awarded $2,000 prizes in four categories.
Technology & Innovation Prize
This award recognized the team whose project represents the highest and best use of technology and innovation to leverage engineering principles.
Winner: Team OtoAI Department: Bioengineering Team Members: Krishna Suresh, Nikhil Maheshwari, Yash Lahoti, Jonathan Mairena, Uday Tripathi Advisor: Steven Eliades, Assistant Professor of Otorhinolaryngology in Penn’s Perelman School of Medicine Abstract: OtoAI is a novel digital otoscope that enables primary care physicians to take images of the inner ear and leverages machine learning to diagnose abnormal ear pathologies.
Each Penn Bioengineering (BE) student’s undergraduate experience culminates in Senior Design, a two-semester capstone project in which student teams conceive, design, and develop a bioengineering project, whether a medical device, molecular biological therapeutic, or research tool. Projects are inherently interdisciplinary, and can involve biomaterials, electronics, mechanics, molecular biology, nanotechnology, and microfluidics. Research and development is supervised by BE faculty, lab staff, and graduate student TA’s and project managers, and work is conducted in the George H. Stephenson Foundation Educational Laboratory & Bio-MakerSpace (which successfully reopened for in-person activities this Spring semester).
This year’s 11 teams included the variety and innovation we’ve come to expect from our outstanding students, ranging from devices which track medical conditions, such afib and POTS, to technology responding to our post-COVID world, such as a disinfecting robot and a kit to make telemedicine more effective. The year finished with presentations to alumni judges, and BE’s annual Demo Day (the only in-person demo day on the engineering campus this year) on April 15, 2021, in which students showcased their designs to faculty.
Several teams were highlighted for awards recognition.
Tula won the Grand Prize Award at the Weiss Tech House Senior Design Pitch competition, sponsored by Penn’s Weiss Tech House, as well as a Berkman Opportunity Fund grant from Penn Engineering. Tula’s members are Bioengineering student Shreya Parchure (BSE 2021 & MSE 2021), Mechanical Engineering student Miriam Glickman (BSE 2021 & MSE 2022), and Computer Science students Ebtihal Jasim (BSE 2021) and Tiffany Tsang (BSE 2021).
TelemedTree (David Alanis Garza, Aurora Cenaj & Raveen Kariyawasam) and rUmVA (Yasmina Al Ghadban, Rachel Madhogarhia, Jeong Inn Park, Robert Paslaski & Phuong Vu) also received Berkman Opportunity Fund grants.
RHO Therapeutics was named a finalist in the Rice 360 Design Competition for 2021 (David Bartolome, Ethan Boyer, Patrisia de Anda, Kelly Feng & Jenny Nguyen).
In addition, three teams won BE’s internal Senior Design competition: IdentiFly (MEAM student Armando Cabrera, ESE student Ethan Chaffee, MEAM student Zachary Lane, ESE student Nicoleta Manu & BE student Abum Okemgbo), OtoAI, and rUmVa.
Short descriptions of each project are below. See each project’s full abstract, final paper, and video presentation here. The full 2021 presentation Youtube playlist is linked below.
reActive is a low-cost wearable device that measures ground reaction force as well as knee angle to aid physical therapists in quantifying an athlete’s recovery from an ACL injury.
EndoMagno is a novel magnetic endoscopy probe that effectively grips metallic objects by interfacing with an endoscope.
NoFib is an at-home wearable for athletes with histories of atrial fibrillation or those recovering from ablation surgeries who wish to continue their workout regimen and track their cardiac recovery without needing to leave their residence.
Tula is a smart compression stocking platform to improve quality of life for people with Postural Orthostatic Tachycardia Syndrome (POTS), a disease which causes fainting upon standing due to blood pooling in legs. Tula can predict a POTS attack through real-time heart rate monitoring and then prevent fainting using dynamic compression.
RHO Therapeutics is a low-cost, wearable glove device that trains fine motor movements using a rehabilitative game that causes motor-mediated flexion and extension of the patient’s hand to aid in chronic stroke rehabilitation.
EarForce aims to monitor fighter pilots’ health during training and in-flight missions via a low-cost headphone system. The device collects physiological data through the ear and is compatible with existing pilot headphone systems.
IdentiFly is a low-cost device which will provide labs with an easy to integrate way to automatically sort fruit flies by sex.
TeleMedTree introduces a new level of telemedicine. It is an affordable precision-focused, at-home diagnostic kit to help immunocompromised individuals with respiratory conditions receive a high quality monitoring of their health that is on par or better than what is possible during an in-person visit.
OtoAI is a novel digital otoscope that enables primary care physicians to take images of the inner ear and leverages machine learning to diagnose abnormal ear pathologies.
Synchro-Sense is a device which detects when patients on ventilators are at maximum inhalation and triggers an X-ray image capture for accuracy.
rUmVa is a cost-effective, autonomous robot that can quickly disinfect rooms by intelligently sanitizing high-touch surfaces and the air.
Yasmina Al Ghadban, a senior in the School of Engineering and Applied Science from Beirut, was able to connect her undergraduate education in bioengineering and psychology with her passion for public health through teaching, research, and extracurricular activities. Now, she is poised to leverage her “interdisciplinary lens” towards a future career in public health.
While reflecting on her undergraduate journey at Penn, senior Yasmina Al Ghadban says that she has a “ton of memories” she will take with her: lifelong friends made and skills developed through coursework, research, and teaching experiences, the chance to engage with public health communities on campus, and traveling for courses and internships. “That’s the beauty of Penn,” she says. “There’s just so many opportunities everywhere.”
As a double major in bioengineering and psychology, Al Ghadban, who is from Beirut, has certainly taken advantage of many such opportunities. Now, she is poised to leverage her “interdisciplinary lens” towards a future career in public health.
Problem-solving perspectives
Looking for a place to grow and become more independent, Al Ghadban decided to come to Penn after graduating from the International College in Lebanon. After taking an introduction to bioengineering course during her freshman year, she became enthralled by the hands-on nature of the program and enrolled in the School of Engineering and Applied Science. “I really enjoyed working with circuits and Arduino, being able to synthesize things, and I felt like being in engineering was the place where I was going to gain the most skills,” she says.
Al Ghadban is applying those skills as she completes her senior design project. She and a team of four seniors are building an autonomous robot equipped with Lidar sensors that it uses to create a map of a physical space. The team also programmed their robot to recognize high-touch surfaces that it then disinfects with UV light. “It’s a technology that is completely autonomous, cheaper than what’s on the market, and doesn’t put people at risk when they go in to disinfect,” she says. The team recently put the finishing touches on the project and presented their robot as part of a demonstration on April 14.
In addition to her degree in engineering, Al Ghadban’s interests in public and mental health spurred her to take courses and eventually pursue a double major in psychology, a field that she sees as complementary to engineering. “In psychology, we focus a lot on research and study design, research bias, and these things are similar in engineering and psychology,” she says. “Overall, I think they gave me different perspectives in terms of problem solving, and it’s nice to have that interdisciplinary lens.”
One place where Al Ghadban was able to use this interdisciplinary lens was while working as an research assistant in the Rehabilitation Robotics Lab with Michelle Johnson during her sophomore year. “The focus of the lab is to create robots for post-stroke rehabilitation, and the robotics part is very engineering-focused, but there is another part where people struggle doing the exercises,” she says. “Being able to engage with people and increasing their likelihood of doing that intervention, you rely on a lot from psychology, like interventions from positive psychology or research on how people stay engaged.”
After a year of hybrid learning, Penn Bioengineering (BE) seniors were excited to return to the 
