Engineering Innovations

Decoding AI: Enhancing Efficiency and Reliability in Machine Learning with Dr. Jing Gao

In this episode of Engineering Innovations, hosted by Kristin Malavenda of Purdue University's Elmore Family School of Electrical and Computer Engineering, we interview Dr. Jing Gao, an Associate Professor renowned for her pioneering work in data science. Dr. Gao shares insights on improving the reliability and efficiency of AI models, which are crucial for everything from medical diagnoses to everyday applications like smartphone AI. She discusses her groundbreaking research on data poisoning attacks and the development of innovative tools like the Interpretation Manipulation Framework and Light Token. The conversation also delves into the importance of mentorship in academia and the interdisciplinary nature of data science research.

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Purdue University's Elmore Family School of Electrical and Computer Engineering, founded in 1888, is one of the nation's largest ECE departments and consistently ranked among the best in the country.

In this episode of Engineering Innovations, host Kristin Malavenda interviews Peter Bermel, Elmore Professor of Electrical and Computer Engineering at Purdue University about potential future technologies such as quantum secure communication and ultra-low power AI. It discusses the concept of AI on the edge, providing real-time answers and adjustments directly on devices like smartphones. The capabilities extend to enabling autonomous vehicles and other advanced applications that are nearing deployment.

00:00 Future of Quantum Secure Communication

00:03 Ultra Low Power AI and Edge Assistants

00:18 Real-Time Adjustments and Autonomous Vehicles

00:31 Emerging Capabilities and Future Prospects

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Purdue University's Elmore Family School of Electrical and Computer Engineering, founded in 1888, is one of the largest ECE departments in the nation and is consistently ranked among the best in the country.

In this episode of Engineering Innovations, host Kristin Malavenda interviews Milind Kulkarni, the Michael and Katherine Birck Head of Purdue's Elmore Family School of Electrical and Computer Engineering. They discuss the transformative changes the department has experienced over the past year, including record-high graduate program rankings, increased research activity in AI, semiconductors, and quantum computing, and the Purdue Computes initiative. Kulkarni highlights the impact of hiring new faculty, the introduction of new minors and concentrations for students, the expansion of online educational offerings, and the challenges of growth while maintaining quality. They also touch on the implications of the new Indianapolis campus and the upcoming ECE facility improvements. Looking ahead, Kulkarni is excited about further growth in student enrollment, new research initiatives, and opportunities in entrepreneurship and national technological priorities.

Host and Producer: Kristin Malavenda

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Purdue University's Elmore Family School of Electrical and Computer Engineering, founded in 1888, is one of the nation's largest ECE departments and consistently ranks among the best in the country.

"Engineering Innovations," the official podcast of Purdue University's Elmore Family School of Electrical and Computer Engineering, lives at the intersection of where the physical meets the virtual. This episode's guest is Alexandra Boltasseva, Ron and Dotty Garvin Tonjes Distinguished Professor of Electrical and Computer Engineering. We discuss her path to engineering, her current research, and what she sees on the horizon for the field.

Whether you're a seasoned professional, a curious student, or simply a tech-enthusiastic, "Engineering Innovations" promises to spark your curiosity and inspire a passion for the endless possibilities within electrical and computer engineering.

Purdue ECE: http://engineering.purdue.edu/ECE

Facebook: http://facebook.com/purdueece

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Purdue University's Elmore Family School of Electrical and Computer Engineering, founded in 1888, is one of the nation's largest ECE departments and consistently ranked among the best in the country.

"Engineering Innovations," the official podcast of Purdue University's Elmore Family School of Electrical and Computer Engineering, lives at the intersection of where the physical meets the virtual.

This episode's guest is Steven Pekarek, Dr. Edmund O. Schweitzer, III, Professor of Electrical and Computer Engineering. We discuss his path to engineering, his current research, and what he sees on the horizon for the field.

Whether you're a seasoned professional, a curious student, or simply a tech-enthusiastic, "Engineering Innovations" promises to spark your curiosity and inspire a passion for the endless possibilities within electrical and computer engineering.

Host: Kristin Malavenda, Communications Director for Purdue ECE

Producer: Maximilian Malavenda

Purdue ECE: http://engineering.purdue.edu/ECE

Facebook: https://www.facebook.com/purdueece

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Purdue University's Elmore Family School of Electrical and Computer Engineering, founded in 1888, is one of the nation's largest ECE departments and consistently ranked among the best in the country.

"Engineering Innovations" lives at the intersection of where the physical meets the virtual. In each episode, we sit down with our faculty members who are persistently pursuing their next giant leap. Explore the fascinating world of their cutting-edge research, unravel the mysteries of advanced technologies, and gain insight into the transformative projects revolutionizing the field. This month, our guest is Christopher Brinton, Elmore Assistant Professor of Electrical and Computer Engineering. We talk about his path to engineering, his current research, and what he sees on the horizon for the field.

Whether you're a seasoned professional, a curious student, or simply a tech-enthusiastic, "Engineering Innovations" promises to spark your curiosity and inspire a passion for the endless possibilities within electrical and computer engineering.

Host: Kristin Malavenda, Communications Director for Purdue ECE

Producer: Maximilian Malavenda

Purdue ECE: http://engineering.purdue.edu/ECE

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Facebook: @purdueece

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"Engineering Innovations," the official podcast of Purdue University’s Elmore Family School of Electrical and Computer Engineering, lives at the intersection of where the physical meets the virtual.

The guest for this episode is Shreyas Sen, Elmore Associate Professor of Electrical and Computer Engineering. We talk about his path to engineering, his current research, and what he sees on the horizon for the field.

Whether you're a seasoned professional, a curious student, or simply a tech-enthusiastic, "Engineering Innovations" promises to spark your curiosity and inspire a passion for the endless possibilities within electrical and computer engineering.

Host: Kristin Malavenda, Communications Director for Purdue ECE

Producer: Maximilian Malavenda

Purdue ECE: http://engineering.purdue.edu/ECE

Facebook: https://www.facebook.com/purdueece

X: https://twitter.com/PurdueECE

Instagram: https://www.instagram.com/purdue.ece/

LinkedIn: https://www.linkedin.com/company/purdue-ece/

Purdue University's Elmore Family School of Electrical and Computer Engineering, founded in 1888, is one of the largest ECE departments in the nation and is consistently ranked among the best in the country.

"Engineering Innovations," the official podcast of Purdue University’s Elmore Family School of Electrical and Computer Engineering, lives at the intersection of where the physical meets the virtual. The guest for this episode is Zubin Jacob, Elmore Professor of Electrical and Computer Engineering.

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This month our guest is Milind Kulkarni, Michael and Katherine Birck Head and Professor of Electrical and Computer Engineering. We talk about his path to engineering, his vision for Purdue ECE, and what's on the forefront of the field.

Whether you're a seasoned professional, a curious student, or simply a tech-enthusiastic, "Engineering Innovations" promises to spark your curiosity and inspire a passion for the endless possibilities within electrical and computer engineering.

This month our guest is David Love, Nick Trbovich Professor of Electrical and Computer Engineering. We talk about his path to engineering, his current research, and what he sees on the horizon for the field.

Whether you're a seasoned professional, a curious student, or simply a tech-enthusiastic, "Engineering Innovations" promises to spark your curiosity and inspire a passion for the endless possibilities within electrical and computer engineering.