Cricket powder-based protein brownies. A visualization system for fencing blades. A personalized AI application for analyzing blood work. All I2P Showcase prototypes. See what Georgia Tech students have been developing this semester at the Fall 2025 Idea to Prototype (I2P) Showcase on Tuesday, Dec. 2, at 5 p.m. in the Marcus Nanotechnology Building. This year, attendees will have even more original inventions to view, with over 60 teams displaying prototypes. 

The event marks the culmination of the semester-long I2P course, where undergraduate students develop functional prototypes aimed at solving real-world problems. Prototypes this semester include a smart military drone, a gentler device for cervical cancer screening, a rotating espresso station, tools to keep AI safe, compact data centers, systems that simulate cyberattacks to help companies strengthen their defenses, and many more. 

The showcase is free and open to students, faculty, staff, and members of the local community. 

Winning teams will receive prizes and a “golden ticket” into CREATE-X’s Startup Launch, a summer accelerator that provides optional seed funding, accounting and legal service credits, mentorship, and more to help students turn their prototypes into viable startups.

This is a free event, and refreshments will be provided. Register for the Fall 2025 I2P Showcase today!

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Walk into any room Aleksandra Teng Ma’s been working in this summer, and you’ll probably hear a mix of experimental sounds, snippets of Amy Winehouse vocals, and the occasional Animal Crossing tune playing in the background. That’s just how her brain works—blending tech, artistry, and everyday play into something entirely her own.

Aleksandra is a master’s student in Music Technology at Georgia Tech, but “student” barely scratches the surface. This summer, she’s been everywhere—physically in Massachusetts and intellectually somewhere between a Pride performance and a human-AI jam session at MIT.

“I’m always with my microphone and MIDI keyboard,” she says, like it’s just second nature. “I love singing and coming up with tunes.”

Live from MIT — It’s Human + AI Jamming
Forget dusty textbooks and silent labs—Aleksandra’s research life is about real-time musical interactions between humans and AI. As a visiting researcher at MIT this summer, she’s digging into what it looks like when musicians "jam" with intelligent systems. Think futuristic band practice, but with algorithms joining in.

“It’s giving me a lot of exposure to co-design methodologies,” she explains, “and letting me observe how musicians respond to each other—and to AI.”

It’s not just code and theory, either. The insights come alive when she brings them to the stage. This summer, Aleksandra’s band performed at The Music Porch in Reading, MA for Pride Month. Their cover of Pink Pony Club turned into a moment she won’t forget.

“It was so fun seeing people—especially teenagers—singing and dancing together,” she says. “That’s one of those moments where I just thought, yep, this is why I picked music tech.”

From Winehouse Covers to Ableton Experiments
Despite her research chops, Aleksandra hasn’t lost touch with the joy of just making music. She sings and plays keyboard in a band, covers Amy Winehouse songs, and occasionally writes music just for fun. (Her dream studio partner? You guessed it: Amy herself.)

She’s also been expanding her technical toolkit this summer, diving deeper into sound design with Ableton and Serum.

“Still learning,” she says, “but I’m using them for sound design in songs—and loving it.”

And then there are the unexpected “whoa” moments. Like when she built a vocal patch for the Pixies’ Where Is My Mind? to use live during a performance.

“It was haunting,” she says. “And it worked so well live.”

Dream Tech and Georgia Tech
Ask Aleksandra what she’d invent if she could mash up two instruments, and she already has an idea:

“Automatic vocal effects through a microphone with a built-in amplifier,” she says, laughing. “Honestly, someone probably already made this, but I want it anyway.”

That kind of thinking is exactly what her time at Georgia Tech has sparked. Before the program, she saw music mostly through the lens of conventional instruments. Now? She’s all about how software and hardware can expand what music even is.

Her Summer, in Sound
If Aleksandra’s summer had a vibe, it’d be:

• A creek bubbling in the background
• A long, ghostly reverb trail on a siren vocal
• And the ever-cozy tones of Animal Crossing

Not exactly your typical lab soundtrack—but that’s the beauty of it.

This fall, she’s heading back to Georgia Tech after a gap year at Bose, ready to jump into research on multimodal music source separation (AKA teaching machines to pick apart and understand layers in music the way humans do).

And yes, she’ll still be singing.

Hits with Aleksandra

• Current summer jams: Rosebud by Oklou & the new Lorde album
• What people don’t “get” about her work: “How music signals work on a granular level”

Aleksandra Ma doesn’t just study music tech—she lives it. Whether she’s tweaking reverb patches, performing under porch lights, or teaching AI how to groove, she’s showing what it really means to be a 21st-century musician.

CREATE-X is set to host its next Deep Startups panel event on Thursday, Jan. 30, at 7 p.m. in the Marcus Nanotechnology Building Rooms 1116– 1118. The event will feature S.K. Sharma — former chief analytics and AI officer at Universal Music Group — and an expert in AI, data science, and strategic analytics. During Deep Startups, Sharma will dive into startup development within the context of the music business industry. Seating is limited. Students can register for Deep Startups on Engage. Faculty, staff, and the general public can register for Deep Startups on Eventbrite. 

Deep Startups is a series that brings together knowledgeable entrepreneurs and Startup Launch alumni from various business sectors to discuss their experiences forming companies that address significant, contemporary challenges. Attendees spend an informative evening discovering the intersection of technology and entrepreneurship.

From 2016 until recently, S.K. Sharma led a global team of Ph.D. data scientists, engineers, and strategists at Universal Music Group (UMG) to develop innovative and scalable solutions that drive real-time market insights and audience engagement. His leadership has been instrumental in creating differentiated intellectual property and market-leading capabilities in AI, machine learning, and prescriptive analytics, earning him multiple patents in marketing analytics.

Sharma's academic background includes a Ph.D. in chemical physics and physical chemistry from Caltech. His research has been published in numerous peer-reviewed journals, and he has held concurrent roles in academia and industry, including senior research scientist at Caltech's Beckman Institute. His corporate career includes significant positions such as vice president at Lehman Brothers, executive director at UBS, and vice president and partner at Mitchell Madison Group, where he advised global private equity funds and venture capital managers.

In addition to his role at UMG, Sharma is an entrepreneur in residence at UC San Diego's Office of Innovation and Commercialization, where he supports pioneering advancements in science and engineering. He is also an investor at Provisio Medical, a company revolutionizing endovascular procedures with its Sonic Lumen Tomography technology.

Sharma's contributions to the field of AI and analytics have been widely recognized. He was awarded Billboard magazine's 40 Under 40 and has been a commencement speaker at UC San Diego's Jacobs School of Engineering. His work in developing AI-driven marketing technologies has set new standards in the industry, ensuring compliance with global privacy regulations while driving significant improvements in marketing efficiency.

Attendees of Deep Startups will hear practical knowledge and actionable advice on entrepreneurship from Sharma. Each CREATE-X event is an opportunity to network, build ideas, and prepare for the Startup Launch program, which provides $5,000 in optional seed funding, $150,000 in in-kind services, mentorship, entrepreneurial workshops, networking events, and resources to help build and scale startups. Students, faculty, researchers, and alumni interested in developing their own startups are encouraged to apply. The deadline to apply for Startup Launch is March 17, 2025. Spots are limited. Apply now for a higher chance of acceptance and early feedback. If you have any questions about getting started, email us at create-x@groups.gatech.edu.

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Georgia Tech Arts is still seeking projects for the 2021 ACCelerate: ACC Smithsonian
Creativity and Innovation Festival in Washington, DC. All Georgia Tech students, faculty, and staff are invited to apply by May 1, 2020.

Even if you do not have a finished project exploring the intersection of science,
engineering, art, design, and technology, we encourage you to speak with Es
Famojure at esther.famojure@arts.gatech.edu about your concepts.

Learn about Georgia Tech's 2019 participants for some inspiration.

The festival brings together all institutions included in the Atlantic Coast Conference to
celebrate creativity and innovation with a specific focus on science, engineering, arts, and
design. It will be held April 9 -11, 2021 at the Smithsonian National Museum of American
History.

Submit your project for consideration by May 1, 2020 to be considered.

LEARN MORE & APPLY

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