Overheard: Innovators sound off on future of work, converging industries at Houston House at SXSW 2024

Eavesdropping in Austin

Houston House at SXSW 2024 featured conversations about startup scaling, tips from CEOs, and more. Photo via Allie Danziger/LinkedIn

Houston innovators talked big topics at SXSW 2024 — from the startup scaling and converging industries to the future of work.

Houston House, which was put on by the Greater Houston Partnership on March 11, hosted four panels full of experts from Houston. If you missed the day-long activation, here are some highlights from the experts who each commented on the future of the Bayou City when it comes to startups, technology, innovation, and the next generation's workforce.

"When we think about Houston, we think about access to at-scale infrastructure, amenities, and workforce and talent pools."

— Remington Tonar, co-founder and chief growth officer at Cart.com, says about why the company chose to return its headquarters back to Houston last year. One of these amenities, Tonar explained, is Houston's global airports.

"If New York and Austin had a baby, it would be Houston, because you have friendly people with a big-city culture."

— Mitra Miller, vice president and board member of Houston Angel Network, says, adding that Houston has a cost efficiency to it, which should be at the forefront of founders' minds when considering where to locate.

"We are not only attracting global talents, we are also attracting global wealth and foreign investments because we are the rising city of the future. We are the global launch pad where you can scale internationally very quickly."

— Sunny Zhang, founder of TrueLeap, says adding how there's a redistribution of global workforce happening when you consider ongoing global affairs.

"We overwhelmingly as a company, and my co-founder would agree, knew we had to go the Houston path. And we started funneling a lot more resources here."

— Carolyn Rodz, co-founder and CEO of Hello Alice, says, explaining that the pandemic helped equalize the talent across the country, and this has been to the benefit of cities like Houston.

"Houston is here with arms open, welcoming people and actively recruiting."

— Sean Kelly, co-founder and CEO of Amperon, says, emphasizing how Texas has made moves to being business friendly. Amperon was founded in New York, before moving to Houston a couple years ago.

"There is a revolution starting to happen in Houston right now."

— Trevor Best, co-founder and CEO of Syzygy Plasmonics, says, first commenting on the momentum from Rice University, where his company's technology originates from. But, as he adds, when you compare the ecosystem when the startup was founded in 2019 to where it's at now, "there is so much more happening."

"Houston has a critical mass in terms of aerospace."

— Stephanie Munez Murphy of Aegus Aerospace says, saying specifically that NASA's Johnson Space Center holds some responsibility for that. "JSC is the home of opening up space commercialization."

"There's diversity in industries people are coming from, but also in terms of experience and expertise that (Houstonians) have."

— Robyn Cardwell of Omniscience says, adding that Houston's diversity goes further than just where people originate from. "Houston has all these pieces put together ... for growing and scaling organizations," she adds.

"I've worked with thousands of students in Houston who are actively looking to better themselves and grow their career post college or post high school and go into the workforce."

— Allie Danziger of Ascent Funding says, adding that Gen Z, which is already entering the workforce, is entrepreneurial and ready to change the world. "Seeing the energy of Houstonians is just thrilling," she adds.

"We're working together in the Houston community. ... There are so many opportunities to collaborate but we need conveners."

— Stacy Putman of INEOS says, adding that within industry there has been a lack of discussion and collaboration because of competition. But, as she's observing, that's changing thanks to conveners at colleges or at the Greater Houston Partnership.

"The opportunity for Houston is that everybody has to step up to be in some way, shape, or form helping us with this."

— Raj Salhotra of Momentum Education says about supporting the future workforce of Houston, including low-income household students.

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The edtech company offers a comprehensive approach to shrinking the digital divide with a suite of technology including software, hardware, and more. Photo courtesy of TrueLeap

Houston edtech startup closes oversubscribed pre-seed round to increase access to learning

fresh funding

An edtech startup has just secured funding to further its mission of increasing accessibility to education.

TrueLeap Inc., global digital education startup addressing the digital divide in education, has raised $610,000, which is over its target of $500,000. The round was led by United Kingdom-based Maya Investments Limited.

"This oversubscribed funding round, led by Maya Investments Limited, is a testament to the urgent need for innovative educational technologies in emerging markets. Our commitment to providing affordable and integrated solutions is stronger than ever," says Sandip Bordoloi, CEO and Co-Founder of TrueLeap, in a news release.

Of the nearly 2 billion K-12 students in the world, only 640 million people have access to internet, and an even smaller populace — 390 million — have access to digital learning tools. That's what TrueLeap aims to change.

The company offers a comprehensive approach for customers with a suite of technology including software — a Learning Management System and Content Management System — as well as hardware infrastructure, digital content, training and support, and data-driven intelligence.

TrueLeap targets schools in emerging markets and currently has operations in the United States, India, and the Democratic Republic of Congo.

TrueLeap's co-founder Sunny Zhang recently joined the Houston Innovators Podcast to discuss the company's mission. As a professor at University of St. Thomas, she's experienced first hand how challenging managing digital learning can be — on all sides, from student and teacher to even administrative. She's working to design a comprehensive platform of hardtech and software for educators globally.

The idea and technology is being developed out of Born Global Ventures, a Houston venture studio focused on advancing immigrant-founded technology. As founding partner of the organization, Zhang explains some of the unique challenges immigrant founders face on the show — and why Houston is a prime location to foster this kind of community.

"We were motivated to bridge the gap between academia and business to facilitate commercialization process, but especially with the global market in mind," Zhang says. "Houston is the number one diverse city in the United States and the number one city in the US for foreign business."

This week's roundup of Houston innovators includes Sunny Zhang of TrueLeap, Jim Dillon of BiVACOR, and Livia Schiavinato Eberlin of Baylor College of Medicine. Photos courtesy

3 Houston innovators to know this week

who's who

Editor's note: Each week, I'm introducing you to three Houston innovators to know — three individuals behind recent innovation and startup news stories in Houston as reported by InnovationMap. Learn more about them and their recent news below by clicking on each article.

Sunny Zhang, founder of TrueLeap

Sunny Zhang joins the Houston Innovators Podcast. Photo via LinkedIn

It's safe to say Sunny Zhang has a handle on the machine and cycle that innovation as a tenured business professor, startup founder, and venture capital investor. An academic at her core, she looks at innovation from the outside in — and inside out — in her various roles.

But there is a throughline for Zhang, and it's observing the innovation cycle. In her 20 years, she's worked closely with startups on the topic.

"My research has always focused on the innovation diffusion process — essentially the psychological and behavioral science of innovation diffusion when a product is introduced in a marketplace. How is that adoption going in a network as a result in many factors — internally and externally in a digital world and in the international and global market," Zhang says on the Houston Innovators Podcast.

"I've been seeing how innovation works, how products are getting adopted, and the behavioral process in it. We talk about 'go-to market,' but I want to promote 'come-from market.' Identify the problem itself," Zhang says, explaining that as both an academic and life-long learner, this is important to her.

Jim Dillon, CEO of BiVACOR

Jim Dillon has been named CEO of BiVACOR. Photo courtesy of BiVACOR

Houston-based medical device company BiVACOR has brought aboard a new CEO.

Jim Dillon, a longtime executive in the medical device sector, has been hired to lead BiVACOR and join its board of directors. Dillon succeeds former heart surgeon Dr. Thomas Vassiliades, whose appointment as CEO was announced in January 2022.

“Jim’s leadership style, combined with his experience in building high-performance teams as well as expertise in the heart failure field, makes him the ideal person to lead BiVACOR,” Raymond Cohen, chairman of BiVACOR, says in a news release. Continue reading.

Livia Schiavinato Eberlin, associate professor of surgery at Baylor College of Medicine

Livia Schiavinato Eberlin was named the 2024 recipient of the Norman Hackerman Award in Chemical Research. Photo via bcm.edu

An associate professor of surgery at Baylor College of Medicine has won a prestigious award for young chemical scientists in the state and secured $3 million in funding to further develop her technology.

Livia Schiavinato Eberlin was named the 2024 recipient of the Norman Hackerman Award in Chemical Research in December. The award was established by the Houston-based Welch Foundation and recognizes the accomplishments of chemical scientists in Texas who are early in their careers. Eberlin will be granted $100,000 for this honor.

Eberlin runs the Eberlin Lab for Medical Mass Spectrometry at BCM and is known for her groundbreaking work in the application of mass spectrometry technologies, which are changing how physicians treat cancer and analyze tissues.

In the same week, Baylor College of Medicine announced that the Eberlin Lab received $3 million in funding from The Marcus Foundation to further develop the MasSpec Pen technology in breast cancer surgeries. Eberlin developed the tool in 2016 while she was serving as an assistant professor at the University of Texas at Austin. The MasSpec Pen is a device for detecting cancer directly on tissues. Continue reading.

Sunny Zhang joins the Houston Innovators Podcast. Photo via LinkedIn

Houston is primed to lead the rise of emerging ecosystems this year, says innovator

HOUSTON INNOVATORS PODCAST EPISODE 219

But there is a throughline for Zhang, and it's observing the innovation cycle. In her 20 years, she's worked closely with startups on the topic.

Her startup, TrueLeap, was born out of this mentality. As a professor at University of St. Thomas, she's experienced first hand how challenging managing digital learning can be — on all sides, from student and teacher to even administrative. She's working to design a comprehensive platform of hardtech and software for educators globally.

Zhang, who's also leading the steering committee of Houston Women in VC, a networking group for female investors that meets the second Tuesday of each month, says Houston has momentum going into 2024, a year she says is particularly promising for innovation ecosystems.

"I believe in Houston – I believe in emerging ecosystems in general," she says. "I think this year is going to be the rise of emerging ecosystems.

"It's up to us to tell our story so that we can attract more global wealth and global talent," Zhang continues. "I definitely think Houston is the ideal destination."

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New report ranks Texas among top 10 states where AI could disrupt jobs

AI Workforce

A new nationwide report examining where AI could "reshape" the most jobs has ranked Texas No. 9 among the most at-risk states for AI job disruption.

The new SmartAsset report compared all 50 states and the District of Columbia to calculate the estimated percent of the workforce employed in the 26 occupations with the highest AI exposure, as determined by June 2026 research by the Virginia Economic Information and Analytics Division.

The findings revealed that 500,000 Texas workers, or 3.55 percent of the total workforce, are employed in occupations with "high exposure to potential AI disruption."

This also places the Lone Star State as the 9th most at-risk state in the U.S. where AI exposure can lead to "declining hiring demand, wage pressure, task automation, and other forms of disruption."

"States with larger concentrations of highly exposed occupations could experience more pronounced labor-market changes, particularly in roles where core tasks are more vulnerable to AI-driven restructuring," the report's author wrote.

Texas' biggest cities, like Houston and Austin, are known for their thriving tech and business industries, and the study noted that many of the occupations within those sectors are the most at risk. The Virginia Economic Information and Analytics Division said the top five most AI-exposed occupations in the U.S. are: mathematicians, proofreaders, correspondence clerks, court reporters, and media and communication workers. Additionally, computer programmers, database administrators, web developers, telephone operators, and communications equipment operators round out the top 10 most at-risk positions.

These are the 16 remaining occupations most exposed to AI disruption, in order:

Data Entry Keyers
Statistical Assistants
Office Support Workers
Interpreters and Translators
Database Architects
Software Quality Assurance Analysts
Medical Transcriptionists
Software Developers
Writers and Authors
Payroll Clerks
Web Designers
Miscellaneous Computer Occupations
Insurance Claims Processors
Telemarketers
Computer Numerically Controlled Tool Programmers
Bookkeeping and Accounting Clerks

A separate SmartAsset report from April 2026 found about 20.5 percent of Texas workers use AI to do their jobs in some capacity. That trend will continue to shift further as employers and employees choose to adopt — or reject — AI implementation.

Across the U.S., Washington topped the list as the state with the highest concentration of AI-exposed jobs, with nearly 5.7 percent of the state's workforce employed in the 26 most at-risk positions. SmartAsset said Washington's high prevalence of technology companies is a significant factor that skyrocketed the state to the top of the list.

"Home to major technology companies including Microsoft, Amazon, T-Mobile and Expedia, the state has large numbers of computer programmers and software developers, two occupations with high exposure," the report said.

Meanwhile, Mississippi ranked No. 51 with the lowest concentration of AI-exposed jobs in the nation. About 22,500 workers in Mississippi, or 1.93 percent of its workforce, are at risk for AI disruption.

The top 10 states where AI could reshape the most jobs are:

No. 1 – Washington
No. 2 – Virginia
No. 3 – District of Columbia
No. 4 – California
No. 5 – Utah
No. 6 – Maryland
No. 7 – Colorado
No. 8 – New Hampshire
No. 9 – Texas
No. 10 – North Carolina

---

This article originally appeared on CultureMap.com.

UH lands $1.2M NIH grant to fight superbugs using AI, quantum sensing

drug defense

The fight against antibiotic-resistant bacteria like MRSA is getting science fiction-like upgrades at the University of Houston thanks to a new four-year, $1.26 million grant from the National Institutes of Health.

The university says the recent funding brings total federal support up to $3.5 million for 11 years for the project, which uses AI and quantum-sensing technology to better understand how bacterial proteins develop resistance to drugs.

Any medical professional will tell you that one of the worst things that can happen is almost killing an infection. Bacteria that survive attacks from conventional antibiotic treatments emerge tougher, more resistant and more aggressive than before–making them much harder to treat. A good example is the superbug methicillin-resistant Staphylococcus aureus (MRSA).

UH chemistry professors Yuhong Wang and Shoujun Xu are working on this issue. They know full well that fighting superbugs requires new technology and new approaches, which is what they aim to pioneer with their new grant.

“Drug-resistant bacterial infections such as MRSA are becoming harder to treat, creating an urgent need for faster ways to understand how antibiotics and other small molecules interact with bacterial proteins,” Wang said in a news release.

Wang and Xu’s work centers around GTP, a cellular fuel that can cause tiny changes to a cell's structure when it mutates. Sometimes, those shape changes make it easier for drugs to breach the wall and attack the cells.

The UH scientists are employing AlphaFold, an AI-powered tool that can scan large molecular libraries in seconds. From these models, they can see promising drug combinations for future testing.

Once identified, the team uses their invention, super-resolution force spectroscopy, to monitor the cells. Tiny magnetic beads are attached to genetic material, then magnified to see how strong that material is when pulled. They can measure this incredible microscopic process through an atomic magnetometer, typically used in quantum physics. Combined, all these tools allow a high-definition look at how each molecule might respond to new chemical approaches.

“We're the only chemists in the world that use an atomic magnetometer for biological research,” Xu said. “It's a technique developed by physicists, and there is usually a gap between techniques developed by physicists and biological applications. Yuhong and I have been bridging that gap together for the past 10 years.”

Eventually, Wang and Xu hope to develop powerful software that can be used by drug manufacturers to model cellular responses. With enough predictive data, the software could even get ahead of superbugs’ own mutation, allowing drugs to be developed before new strains arrive.

"We want an algorithm where you input a protein sequence, score the mutation hotspots, and develop new inhibitors before a drug-resistant species even emerges," Wang added.

SpaceX to get more than 700 acres of Texas wildlife refuge in land swap

Space News

A federal judge on Monday, September 21, refused to block the Trump administration from giving SpaceX more than 700 acres of wildlife refuge as part of a land swap in Texas, while environmental groups vowed to continue their legal challenge.

U.S. District Judge Fernando Rodriguez Jr. declined the plaintiffs' request for a preliminary injunction to prevent the parcel exchange, saying they failed to prove it would worsen ecological risks to a Gulf Coast region already transformed by billionaire Elon Musk’s rocket operations.

In June, the U.S. Fish and Wildlife Service approved moving forward with the deal with SpaceX, which would surrender 683 acres the company owns in exchange for the federal land in the Lower Rio Grande Valley National Wildlife Refuge. The 103,000-acre refuge spans four counties along the Texas border and is home to animal habitats and historical landmarks.

Maps show the land SpaceX would acquire would be closer to the company's launchpad near the U.S.-Mexico border.

The swap amounts to a gift of public lands to SpaceX, “clearing the way for bulldozers to tear into this wildlife refuge as soon as next week and turn a public treasure into a private payday,” said Laiken Jordahl, a spokesperson with the Center for Biological Diversity, which filed the lawsuit alongside other opponents including tribal groups. Jordahl said Monday that the litigation will continue even as the exchange goes forward.

“This court order is not the final word. These lands hold incredible spiritual, historical and conservation value for the people and wildlife of South Texas. We won’t stop fighting to keep this irreplaceable public wildlife refuge safe from SpaceX bulldozers,” Jordahl said in a statement.

The lawsuit asks the federal court to halt the exchange, which has worried SpaceX opponents in the area who have long criticized the company's expanding footprint over lost access to beaches and concerns over exploding rockets.

The Fish and Wildlife Service didn’t respond to a request for comment on Monday’s decision. Previously, a spokesperson had said the agency does not comment on ongoing litigation.

The agency issued a final environmental assessment report in June that determined the exchange would cause no significant impact to the area. The report said the federal government believed the acquisition would represent a “net conservation benefit” and provide “substantial long-term conservation value and improving landscape-scale habitat connectivity across refuges in South Texas.”

The judge said that the plaintiffs offered “relatively weak” evidence of environmental harm.

“While they rightfully argue that the preservation of wildlife and historical lands furthers the public interest, they present no evidence demonstrating that the Property will suffer aesthetic, environmental, cultural, or historical degradation during the pendency of this lawsuit,” Rodriguez wrote in his ruling.

In addition, the judge said a preliminary injunction would result in modifications to SpaceX’s development plans, “placing additional hardship on the company’s ability to meet milestones and contractual obligations.”

SpaceX did not return an email seeking comment on the judge's ruling.

The space exploration company first broke ground in Texas more than a decade ago and has expanded rapidly, so much that SpaceX employees last year voted to incorporate their own local government called Starbase.

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