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Students visit two local semiconductor companies in the Fall ECE Expeditions

Local semiconductor companies, one established and one an ECE alumni startup, gave students an insider's perspective on life working in their companies.

2024 Undergraduate Student Awards

These students are recognized for their outstanding scholarship, research, service, leadership, and entrepreneurship.

New QuantUM organization empowers undergrads interested in Quantum Science and Technology

The club is partnering with the Quantum Research Institute to educate and support students across the university who have an interest in quantum fields.

Family Fun Night celebrates the wonders of ECE research, community

The event featured interactive research stations, student team demos, and carnival attractions, including the chance to dunk a professor.

Educating engineers as whole people

Researching education leads the way to a diverse, impactful community of professionals.

MASA achieves liftoff with record-setting rocket

The 20-foot tall Clementine is the largest liquid bipropellant rocket ever built by college students.

Michigan Man Jack Underwood is an engineer through and through

The veteran and Michigan Medicine IT Manager graduated with a degree in electrical engineering from U-M this year, fulfilling a decades-long dream.

Semiconductor workforce program increases access to hands-on training

'In undergrad, you sometimes feel like you're just passing classes. But what we're doing here is science.'

Introducing young engineering students to the sociotechnical impact of technology

With the help of individual class modules, electrical engineering students relate technical content to issues of social justice, sustainability, and more.

New undergraduate courses prepare students for the Second Quantum Revolution

Quantum information science and engineering is one of the hottest fields in engineering - and ECE wants to make it accessible to everyone.

2022-23 Undergraduate Student Awards

These students are recognized for their outstanding scholarship, research, service, leadership, and entrepreneurship.

UG student Ali Hammoud to present his winning Code-a-Chip design at ISSCC 2023

Hammoud’s project is based on the open-source hardware design tool called OpenFASoC, developed at Michigan.

Broadening the engineering perspective through coastline conservation in Middle Earth

As part of the U-M Engineering Global Leadership (EGL) Honors Program, Electrical Engineering undergrad Nora Desmond traveled There and Back Again to experience the sustainability culture of New Zealand.

The Key to Superior Teaching Performance in Engineering

Get tips that will help you improve your teaching and connection with engineering students - from renowned educator Fawwaz Ulaby

MRacing smokes competition with their first electric race car

At Formula SAE Michigan, MRacing defended their number one U.S. title and placed second overall.

SPARK Electrifies Motorcycle Racing

With their newest electric motorcycle, the student team took second and third place at the American Historic Racing Motorcycle Association Formula Lightning Series competition.

MRover crowned champions of the University Rover Challenge

From autonomously navigating rocky terrain to testing soil for signs of life, the Michigan Mars Rover team bested their competition and took first place at the international competition.

In Digital Signal Processing, students experiment with sensors for creative projects

Students created everything from a Wordle helper to a tool for melanoma detection to a program that identifies different marine species based on their underwater song.

Solar car “Aevum” to test solutions ahead of next World Solar Challenge

An unusual two years in the making, the car is equipped with sensors to explore how the team can improve its design further before the 2023 race.

Thomas Ryan awarded SMART Scholarship to support his studies on defense technologies

Ryan is an electrical engineering undergrad interested in military systems and devices.

ECE Expeditions goes hybrid

Students visited the new KLA headquarters in Ann Arbor and attended virtual presentations by NVIDIA and NASA.

HKN earns Outstanding Chapter Award

The student honor society is again recognized for their outstanding efforts, this time for the 2020-21 academic year.

2022 EECS Undergraduate Student Awards

These students are recognized by the department for their outstanding scholarship, research, service, leadership, and entrepreneurship.

New textbook provides streamlined guide for undergrads studying Signals and Systems

The textbook, authored by Prof. Stéphane Lafortune, covers the main material students need to know for continuous-time signals and systems with a focus on linear time-invariant systems and their response to different classes of input signals.

Kathryn Beeman named Irma M. Wyman Scholar for her efforts supporting women in STEM

Beeman, an Electrical Engineering undergrad, serves as the External Vice President for the Society for Women Engineers at U-M.

U-M Society of Women Engineers honored with top awards at national conference

ECE leaders and members in SWE share their favorite parts of the conference, including taking home three awards for the U-M chapter.

Baja Racing wins 1st Place Overall Award at SAE Louisville

In their first competition since the pandemic began, Baja proved they are still among the world’s finest, placing top ten in every event out of over 75 competitors.

Stories from Study Abroad

EECS students Richa Patwa and Caroline Nguyen reflect on their experiences in Spain and France before the pandemic sent them home.

Educating a quantum workforce with QuSTEAM while opening doors to a broad and diverse range of students

Michigan is part of a multi-institution effort to create new flexible courses for undergraduate students interested in being part of the second quantum revolution

New student team constructs robotic submarine, finishes 4th at international competition

Michigan Robosub built their first autonomous submarine and competed virtually against 54 teams from 12 countries, completing several aquatic tasks.

ECE’s Culture Club brings the (virtual) community together

Each event is led by an ECE student, staff, or faculty member and showcases the different traditions, languages, food, crafts, history, etc., of their home country or region.

Using remote sensing to track microplastics in the ocean

Electrical Engineering undergrad Madeline Evans is a key researcher on a project that uses NASA’s Cyclone Global Navigation Satellite System to monitor microplastic pollution that harms marine ecosystems.

Michigan Electric Racing takes first place at Formula SAE Michigan

The student team overcame a year of pandemic-related challenges and completed a near perfect sweep of the Electric Vehicle Class events.

Awards for outstanding Graduate Student Instructors and Instructional Aides of 2020 and 2021

These awards honor outstanding student teachers, who are critical to ECE’s mission to provide top level education and instruction.

Tracking ocean microplastics from space

Satellites give new insights on the Great Pacific Garbage Patch, plus sources and flows of ocean microplastic.

With Slide, student entrepreneurs aim to make contact sharing frictionless

Built by students and funded by student VCs, the venture marks a new model for launching ideas into ventures.

Twelve students inducted into the 2021 Excellence in ECE Honor Roll

This Honor Roll was created to recognize students who go above and beyond for our community by volunteering outside of academic, professional, and student club commitments

A resilient campus

How engineers are applying their expertise for future planning.

ECE Undergraduate 2021 Virtual Yearbook and Virtual Graduation

The Class of 2021 Electrical and Computer Engineering undergraduate students share memories, photos, and quotes of their time here at Michigan.

Provost’s Teaching Innovation Prize for new robotics course that focuses on equitable education

An interdisciplinary team of faculty created a new introductory course in robotics that is designed for inclusivity by focusing on linear algebra instead of AP calculus, opening it up to freshman students with a broad mathematical background.

2021 EECS Undergraduate Student Awards

These students are recognized by the department for their outstanding scholarship, research, service, leadership, and entrepreneurship.

2021 College-wide awards for EECS undergraduate students

Students throughout the College of Engineering are eligible for these awards; ten went to EECS students for outstanding scholarship, leadership, and service.

Outstanding Chapter Award for Michigan’s IEEE-HKN Honor Society

It was another outstanding year for the EECS honor society, that works hard to serve while having fun

New “Women in ECE” organization provides professional development and community

WECE is a student-run, diversity-focused organization dedicated to the personal and professional growth of those committed to innovation and excellence in electrical and computer engineering fields.

A MiTEE student and her quest to shape the future of space satellites

Maya Pandya, an Electrical Engineering senior, is a key member of the student team working to design a new generation of CubeSats that may revolutionize how we monitor space environments and provide a new method for interplanetary communication.

Undergrad earns MLK Spirit Award for leadership and commitment to social justice

Computer Engineering junior Himaja Motheram is heavily involved in campus organizations, including as Advocacy Officer for both Women in Electrical and Computer Engineering and the Society of Women Engineers.

ECE students, faculty recognized with 2021 MLK Spirit Awards

The award celebrates those who have gone above and beyond to service and support social justice, diversity, equity, and inclusion efforts.

Pioneering a way to keep very small satellites in orbit

More than 250 students had a hand in a satellite launching on January 10th, the first in space for a project to keep nanosats in orbit by harnessing Earth’s magnetic field.

Scholar Stories: Buca Making it Big on Pitch, in Electrical Engineering

MGoBlue.com profiles Electrical Engineering undergrad Kevin Buca, a midfielder on the University of Michigan Men's soccer team.

The Wolverines Behind the Next Generation of Autonomous Vehicles

The Center for Entrepreneurship profiles a team of EECS students, who are working to develop the next generation of delivery vehicles.

EECS Juneteenth celebration features song, readings, and a proposal for change

In observance of the holiday that marks the end of chattel slavery, faculty, students, and alumni performed music, shared personal stories, and presented a proposal to the EECS chairs for initiatives to enhance diversity and equity and realize systemic equality in the department.

Cope Reflects on B1G Medal of Honor, Stepping Up to Continue U-M Swimming 'Legacy'

Electrical Engineering undergrad, Tommy Cope, was awarded the B1G Medal of Honor, which is given to two senior students at each conference university for highest excellence in athletics and academics.

ECE Stands with Black Lives Matter

Members of our community share their stories, their fears, and their hopes for a more inclusive, just future.

Instructors mail robot parts, develop video project amid sudden online semester

EECS 373 course instructors quickly pulled together an alternative final project that had students building robots at home.

Class of 2020 ECE Memories

ECE graduating students reflect on their time at U-M and share their favorite memories, photos, and advice to incoming students.

Scholar Stories: Gerdov Overcomes Adversity, Injury to Pave Way at Michigan

MGoBlue.com profiles EE undergrad Alan Gerdov, who competes on the University of Michigan Men's Gymnastics team. Gerdov speaks about his road from the Ukraine to the U.S. and how COVID-19 has impacted his life.

2019-20 Undergraduate Student Awards

We congratulate these students for achieving notable success in the areas of academic achievement, research, service, and entrepreneurship

ECE Expeditions Goes “On the Town”

Pre-COVID-19, ECE Expeditions took thirteen students to the heart of the Big Apple to tour a variety of tech companies, including IBM.

ECE students, staff, honored with MLK Spirit Awards

For “exemplifying the leadership and vision of Dr. King,” three members of ECE were honored as part of U-M’s annual MLK symposium.

Society of Hispanic Professional Engineers makes connections, builds relationships at annual convention

At the largest convention for Hispanic STEM students and professionals, U-M students attended career panels and workshops while networking with a variety of big-name companies.

Scholar Stories: Men's Swimmer Cope Sets Lofty Goals in Pool, Classroom

MGoBlue.com highlights Electrical Engineering undergrad, Tommy Cope, including his record-setting swimming career at Michigan and his path from the heart of the Buckeye State to Ann Arbor.

Institution partnerships offer best of both worlds

ECE helped host faculty from Morehouse College and Prairie View A&M University to explore cross-collaboration opportunities, which allow students and faculty to experience the cultures of both Historically Black Colleges & Universities and U-M.

Enabling large-scale testing of cancer drugs with machine learning

Prof. Euisik Yoon and his team developed a new machine learning tool that enables large-scale testing of cancer drug effectiveness with microfluidics.

Beyond Moore’s Law: taking transistor arrays into the third dimension

Thin film transistors stacked on top of a state-of-the-art silicon chip could help shrink electronics while improving performance.

From semiconductors to driverless cars, students got an inside look at the Ann Arbor tech industry for ECE Expeditions

Students toured KLA, a global capital equipment company, and Quantum Signal AI, a startup recently acquired by Ford to make robotaxis and driverless delivery vehicles a reality within two years.

ECE honors Spirit Day 2019

Faculty, students, and staff came together in solidarity with the LGBTQ+ community for the world-wide anti-bullying campaign.

AI-powered Whatsapp Bot fights fake news in India

CE undergrad Amulya Parmar designed a machine learning algorithm to curb fake news as part of the Tavtech Fellowship program.

Kim Winick retires, leaving a legacy that empowers students to seek life and learning outside of the lab

For the past 31 years, Prof. Winick has helped define undergraduate courses and curriculum both at U-M and abroad while inspiring all to engineer their future by understanding the past.

Building community through clean energy

From Long Beach, CA, to a Nepalese national park and world heritage site, undergrads Ashley Gee and Camille Burke came away with unforgettable experiences and a greater appreciation for how engineering can change the world for the better.

KLA opens new R&D office in Ann Arbor

The global capital equipment company is looking to harness the engineering talent at U-M and power a brighter future with tech.

Michigan takes first place at Exoskeleton Competition

The STARX suit helps first-responders bear greater weights and spend less energy.

Samir Nooshabadi looks to close the terahertz gap for better communication

As an undergrad, Nooshabadi designed tiny transmitters with big potential and received fellowships from the Department of Defense and the IEEE Microwave Theory and Techniques Society.

Students tour the world of Silicon Valley for ECE Expeditions

For the 6th ECE Expeditions trip, students toured seven Silicon Valley companies from small startups to large multi-national corporations, receiving facetime with U-M CEOs, executives, and founders.

Amateur radio continues to connect the world

U-M’s amateur radio club, headquartered in ECE, offers engineering challenges and a chance to network with students, faculty, staff, alumni, and strangers both on the other side of the world and those orbiting it.

Michigan Electric Racing Revs Up

This summer, Michigan Electric Racing will race their first all-electric car in Formula-style competitions they plan to win.

Black Engineers convention comes to Detroit and ECE is there to welcome the record-breaking 14,000 attendees

At this year’s convention for the National Society of Black Engineers, U-M professors, students, and alums came together with the other attendees to share experiences, offer career advice, and explore how to improve society.

A Spotlight on Optics

The Optics Society at U-M hosted an Industry Spotlight event, which brought academia, industry, and community together to celebrate all things optics and photonics.

2018-19 Undergraduate Student Awards

We congratulate these students for achieving notable success in the areas of academic achievement, research, service, and entrepreneurship

Undergrad Michelle Gehner engineers better ways to explore new worlds

Gehner’s academic career includes advancing power electronics and crafting new extraterrestrial vehicles for MRover. She received the IEEE Power and Energy Society Scholarship for her promising future in power and energy.

Hacking the perfect melody

Project Music brought together students from all backgrounds across the university to originate musically-inspired creations for the first Music Makeathon.

Miniature satellites to maximize global communication

Havel Liu is working on a project to revolutionize satellite systems, improving communications during natural disasters and providing a blueprint for receiving future interplanetary voicemails

ECE Expeditions travels to GM

Students toured General Motors Tech Center in Warren, MI, for ECE Expeditions.

ECE Community takes a stand against bullying

Spirit Day activities look to make ECE and U-M a more compassionate, inclusive place.

M-Fly’s season ends with top-10 finishes, new autonomous plane

This year the team tackled their first autonomous aircraft.

Mars Rover Team tackles major redesign, places in top 10 at competition

This year’s model, “Phoebe,” received a major design overhaul that gave her a speed boost and new codebase that can be used for years to come.

Exoskeletons compete to boost strength of rescue workers

Five college teams test robotic suits that could enhance humans’ abilities.

ECE Expeditions travels to Seattle

Students toured Amazon, Boeing, INRIX, Madrona Venture Partners, Microsoft, and Philips Healthcare in the Puget Sound area.

2017-18 Undergraduate Student Awards

We congratulate these students for achieving notable success in the areas of academic achievement, research, service, and entrepreneurship

Battling drone ships with Anthony Uytingco

Student leads team that programs the future of boats.

Students Visit Detroit Companies with ECE Expeditions

Students visited DTE Energy and Ford in Detroit to learn about the life of electrical and computer engineers in industry.

Meet some ECE Solar Car Team members

Meet 3 members of the solar car team: a battery engineer and two race micro systems engineers

Historic satellite launch brings U-M history to space

Planning to launch mid-2018, an exciting team of Michigan students is designing a space-based time capsule.

Student’s digital art makes the Cube even more interactive

Keenan Rebara hopes to add to the fun of spinning the Cube using his a bit of physics and sensors.

Baja Racing team first to three-peat national championship

The U-M Baja Racing team took first place in the U.S. national competition for the third year in a row, making them the first team to ever three-peat.

New student exoskeleton team launches prototype

Student team STARX (STrength Augmenting Robotic eXoskeletons) completed its second year, focused on making practical powered exoskeletons that increase the effective strength of the user.

Student hybrid rocket team takes first place at inaugural competition

The Michigan Aeronautical Science Association (MASA) won the first ever Spaceport America Cup, an intercollegiate rocket engineering competition with over 110 teams from colleges and universities in eleven countries.

Engineering students bring education to disadvantaged children in Ecuador

Sam Tenka traveled to Ecuador with the Honors GO team to aid the Street Children Work project.

Two students earn scholarships to pursue work in sustainable energy

Two electrical engineering students, Paul Giessner and Noah Mitchell-Ward, were awarded scholarships from the Utility Variable-Generation Integration Group (UVIG) to support their education in wind and solar power.

A VR-powered crystal structures app (video)

MHacks winner Duncan Abbot wants his VR software startup, Gwdion, to change how humans interact with technology.

EE sophomore takes on W8UM Amateur Radio Club leadership

Kit Ng becomes president of one of the oldest amateur radio clubs in the US

2016-17 Undergraduate Student Awards

Awards covered academic achievement, research, service, and entrepreneurship

Expeditions: Bay Area

The first cross-country Expeditions trip took students on a tour of companies in San Jose, California.

EE student Leonard Kapiloff earns PES scholarship to support studies in secure, sustainable grid

This $2000 scholarship recognizes outstanding students committed to exploring the power and energy field. Leonard wants to work in the energy industry towards a more sustainable and secure electric grid.

Student Arun Nagpal develops new ENG 100 section to spotlight space science

UM-SEDS co-President Arun Nagpal develops ENG 100 section to expose freshman to space science and atmospheric sensing.

Expeditions: Ann Arbor

The first ever ECE Expeditions trip took students on a tour of Ann Arbor companies NeuroNexus, Quantum Signal, and Menlo Innovations.

A silver medal finish for ECE Olympic rower

EE student Zach Burns brought home a silver medal from the Rio De Janeiro Summer Olympics as part of the US Paralympic Rowing Team.

EECS students Row Blue! to victory

Four EECS students part of the Michigan Men’s Rowing team that won their 9th consecutive national championship

Students seek the secrets of the brain in study abroad program

IPAN sent eight undergraduates to Germany for a month of lab work, learning about the intricacies of the brain.

MHybrid races on

MHybrid team members took away memorable experiences and have turned a positive eye toward the future – with graduates anticipating new careers.

Student team works to improve care for premature infants

The device resembles a swaddling hammock and features a heating pad charged by thermoelectrics, allowing users to light candles beneath the cells to generate power.

Student team designs and builds unique new instruments

A team of undergraduates across majors, called Project Music, collaborated to design and build musical instruments. Recently, the team crafted a bass guitar made partially of LEGOS.

Award-winning EECS 2016 Graduate Student Instructors & Instructional Aides recognized

To celebrate the contributions of our graduate and undergraduate instructors, the department selects the best of the best, based on student evaluations, and celebrates them at a special awards ceremony.

Students earn prizes for improving image processing techniques in EECS 556 (Winter 2016)

The course covers the theory and application of digital image processing, with applications in biomedical images, time-varying imagery, robotics, and optics.

Students make connections at NSBE National Convention

The convention hosted more than 100 major companies, and offered students career workshops on interviewing, networking, and general industry know-how.

Volunteers bring M-HEAL solutions to Peru

Each day the students set up a mobile clinic with a doctor from a partner organization, reaching as many 600 community members while in Cusco.

Clark Zhang earns NSF Fellowship for data processing in MEMS networks

Clark proposed framing the issue of collecting data from a network of different sensors as an optimization problem, making a solution easier to formulate for different systems.

Joshua Adkins Selected for NSF Graduate Research Fellowship

Adkins plans to continue his graduate studies in electrical engineering and computer science at the University of California Berkeley.

2015-16 Undergraduate Student Awards

Students, parents, and faculty gathered to celebrate the achievements of EECS students who earned a special award for academic achievement, research, service, or entrepreneurial activities.

ECE celebrates Diwali

Diwali is an ancient Hindu festival that signifies the victory of light over darkness, knowledge over ignorance, good over evil, and hope over despair.

First-ever ECE Career Fair builds student careers and alumni connections

Local companies set up stands in the EECS Atrium to recruit from over 200 graduate and undergraduate students.

Engineering friendship

Alum startup Jetivity aims to bring people together around shared interests with a free platform for posting activities.

EECS students make career connections at NSBE conference

55 U-M engineers attended the convention, themed “Reimagining Your Future,” and developed vital connections in their field.

Building better RoboBoats: UM::Autonomy takes third at international competition

For this year’s competition, UM::Autonomy performed a complete hull redesign, motivated by instability in their previous designs.

Eta Kappa Nu Awards Professors of the Year at St. George's Day Feast

Prof. David Wentzloff (CSE) and David Paoletti (CSE) were selected by students as Professors of the Year.

ECE students earn CoE Distinguished Leadership Awards

Cheng Zhang and Elizabeth Dreyer are both Ph.D. students in electrical engineering, and Lauren Bilbo is an undergraduate senior majoring in electrical engineering.

2014-15 Undergraduate Student Awards

Students, parents, and faculty gathered to celebrate the achievements of EECS students who earned a special award for academic achievement, research, service, or entrepreneurial activities.

Student team reaches Qualcomm finals with their proposal for a wearable haptic device

The goal of the project is to augment the transmission of audio and video with the sense of touch.

Students win prizes for circuit designs in EECS 413

EECS 413 is an introduction to CMOS analog and mixed signal design, and also introduces advanced topics.

Miss Washtenaw County finds creativity in every opportunity

Alexandria ran on the platform of women in STEM, and exhibited her singing talent from an extensive musical and dance background.

Cameron Polack and BLUElab India – engineering winners

Cameron is intent on using her major to benefit others as directly as possible.

Shayna Simon – From intern to full-time, making company experience matter

Shayna recently accepted a job offer at General Motors, and will dive into a position in infotainment there after school.

Students host event inspired by study abroad experience

Students worked on a GIEU program in Amritsar, India, where they participated in langar events at the Golden Temple.

Isabel Martin receives CoE Distinguished Leadership Award

Isabel envisions a future working in the aerospace industry.

Students rewarded for their circuit designs in EECS 413

The course, Monolithic Amplifier Circuits, has a tradition of offering prizes for the top final projects designed by the students.

IEEE recognized as Best Student Branch in SE Michigan

“IEEE opens up many doors for students – professionally and socially.”

Welcome new students!

Congratulations and welcome to our new class of students!

Students in EECS 413 awarded prizes for their circuit designs

The specifications for the projects were close to the state of the art. Congratulations to the winning groups!

David Hiskens awarded two energy scholarships

David is interested in controlling the energy that flows through the nation’s grid system, particularly in optimizing the flow by minimizing distance and costs.

UG Research Spotlight: Fred Buhler spends his summer improving circuit testing

The project involved designing new boards and writing test software, as well as writing software to control instruments and some integrated circuit design.

Rebecca Wolkoff awarded scholarship to continue her work in sustainable energy

The UVIG works with the U.S. Department of Energy to provide a forum for the critical analysis of wind and solar technology.

Max Seiden selected for KPCB Engineering Fellowship

Max will be employed by KPCB portfolio company One Kings Lane, where he will develop his technical skills and be mentored by an engineering executive.

EECS 461 (Embedded Control Systems) and the freescale cup

This was the first year Freescale opened up the competition to U.S. students—teams from U-M, U-M Dearborn, and Penn State competed against teams from Mexico and China.

Sung Ho Park receives 2011 IEEE MTT-S Scholarship

Sung Ho plans to design photoconductive antenna arrays with optimal radiation efficiency and broadband operation.

Connor Field — Growing energy on a solar farm

“Energy will be the major concern in the United States for my generation,” Connor says. “Now is the time to research and invest in the technologies that will power our future.”

Tanya Das earns Poetry Prize

Tanya said she believes engineers have a unique perspective on the world because of their training, making it natural to draw analogies between humans and science.

EECS 413 students earn prizes for their final projects

“We were all impressed by the fact that most students chose highly-relevant and innovating projects,” stated Dr. Naraghi.

Students give a couple of the best among 3,000 Elevator Pitches

Congratulations to Keith Porter and Patrick Theisen!

MRacing Team drives to 2nd overall finish in Formula Student Germany

Taking first place in acceleration and second place in endurance and autocross, this is one of the team’s best international finishes to date.

Awards and slaying of the dragon at St. George’s Day feast

St. George’s Day was initiated in 1987 as a tribute to our students from the faculty.

Jacob Oberlin’s electronics savvy helps drive MRacing team to a strong finish in Germany

As one of the only non-mechanical engineers on the team, Oberlin was responsible for all of the electrical systems on the vehicle.

EECS students help the deaf “Feel the Music”

The competition sought solutions for a better way for the deaf and hearing-impaired population to appreciate music.

Carl Pfeiffer receives 2009 IEEE MTTS Undergraduate/Pre-Graduate Scholarship

The scholarship is designed to encourage future leaders and key technical contributors.