This week's roundup of Houston innovators includes Richard Seline of the Resilience Innovation Hub, Deanna Zhang of Tudor, Pickering, and Holt, and Brad Hauser of Soliton. Courtesy photos

Editor's note: In the week's roundup of Houston innovators to know, I'm introducing you to three innovators across industries recently making headlines — from resilience technology to energy innovation.

Richard Seline, co-founder at the Houston-based Resilience Innovation Hub Collaboratory

Richard Seline of Houston-based Resilience Innovation Hub joins the Houston Innovators Podcast to discuss how it's time for the world to see Houston as the resilient city it is. Photo courtesy of ResilientH20

Richard Seline says on this week's episode of the Houston Innovators Podcast, that people are exhausted and these feelings are festering into frustration and anger — and calling for change. The things that need to change, Seline says, includes growing investment and innovation in resilience solutions.

"As a fourth generation Houstonian, it's just so hard to see my hometown get hit persistently with a lot of these weather and other type of disasters," Seline says.

These unprecedented disasters — which are of course occurring beyond Houston and Texas — have also sparked a growing interest in change for insurance companies that have lost a trillion dollars on the United States Gulf Coast over the past seven years, Seline says. Something has got to change regarding preparation and damage mitigation. Read more and stream the podcast.

Deanna Zhang, director of energy technology at Houston-based Tudor, Pickering, Holt & Co.

Deanna Zhang of Tudor, Pickering, Holt & Co. writes a response to the energy crisis that occured in Texas in February. Photo courtesy of TPH

Deanna Zhang specializes in energy tech, and what she witnessed from February's winter weather was basically an epic fail caused by a myriad of issues.

"But it's oversimplifying to say that the only solution to preventing another situation like this is continued or increased reliance on the oil and gas industry," she writes in a guest article for InnovationMap. "What last week ultimately demonstrated was the multitude of technology solutions that needs to scale up to provide us with the best energy reliability and availability." Read more.

Brad Hauser, CEO of Soliton

Houston-based Soliton can use its audio pulse technology to erase scars, cellulite, and tattoos. Photo courtesy of Soliton

A Houston company has created a technology that uses sound to make changes in human skin tissue. Soliton, led by Brad Hauser, is using audio pulses to make waves in the med-aesthetic industry. The company, which is licensed from the University of Texas on behalf of MD Anderson, announced that it had received FDA approval earlier this month for its novel and proprietary technology that can reduce the appearance of cellulite.

"The original indication was tattoo removal," Hauser says. "The sound wave can increase in speed whenever it hits a stiffer or denser material. And tattoo ink is denser, stiffer than the surrounding dermis. That allows a shearing effect of the sound wave to disrupt that tattoo ink and help clear tattoos."

According to Hauser, the team then turned to a second application for the technology in the short-term improvement in the appearance of cellulite. With the use of the technology, patients can undergo a relatively pain-free, 40- to 60-minute non-invasive session with no recovery time. Read more.

What winter storm Uri ultimately demonstrated was the multitude of technology solutions that needs to scale up to provide us with the best energy reliability and availability. Photo by Lynn in Midtown via CultureMap

Houston expert: Winter storm Uri's devastation should be a reminder to prioritize innovative energy solutions

guest column

Texas has landed itself in the middle of a fierce debate following what's been considered one of the worst winter storm in recent history for the state.

Uri wreaked havoc as it rolled through regions that were wholly unprepared for the sudden temperature drops, single digit wind chills, and unusual precipitation (e.g. thundersnow in Galveston). Rolling power outages and water shortages affected more than 4.5 million Texans. Businesses like grocery stores and restaurants — unable to wash food or sanitize equipment or even turn on the lights, —closed throughout the ordeal, leaving many families without food, water, or power.

For most, this was an unprecedented experience. The majority of catastrophes in Texas are in the form of warm weather events like floods, hurricanes, or tornadoes, which means that even if power is lost, freezing is rarely an issue. Uri turned this upside down. ERCOT's failure to provide reliable energy for days on end led to families sleeping in devastatingly cold temperatures, further water shortage due to municipal water facilities failing, carbon monoxide deaths, disruption in vaccine rollouts, hospitals overrun with people needing to charge essential medical equipment, and much more. Uri highlighted in harrowing detail the domino effect that energy (and lack thereof) has on everything around it.

A single source of ERCOT's failure is hard to pinpoint. The cold led to production shut-ins, exacerbating the existing natural gas supply shortage and resulted in the RRC prioritizing "direct-to-consumer" natural gas delivery (i.e. to residences, hospitals, schools, etc.) over natural gas for the grid. Iced-over gas lines disrupted this flow even further. Freezing temperatures shut off some wind turbines and solar panels (if they were not already covered in snow). Coal and nuclear plants in Texas also shut down due to frozen instruments and equipment.

Thrown into sharp relief was the importance of consumer access to natural gas and other fossil fuels like propane. Most homes that had completely electrified (including my own) were ill-prepared to heat their homes without access to the grid or backup generators. Residential and community solar did little to alleviate this problem in many cases as lower technology configurations either froze, were not able to capture enough energy from a low-light environment, or were covered in snow. Having access to gas for heating or a propane stove was a lifeline for most folks.

But it's oversimplifying to say that the only solution to preventing another situation like this is continued or increased reliance on the oil and gas industry.

What last week ultimately demonstrated was the multitude of technology solutions that needs to scale up to provide us with the best energy reliability and availability.

It wasn't enough for our grid to have five potential generation sources – they all failed in different ways. But what if we incorporated more geothermal, which is more cold-weather resistant? What if we upgraded our solar panels to all have trackers or heating elements to prevent snow accumulation? What if our grid had access to larger scale energy storage? What if consumers had more access to off-grid distributed energy systems like generators, residential solar, geothermal pumps, or even just really large home batteries? What if we had predictive solutions that were able to detect when the non-winterized equipment would fail, days before they did? What if we could generate power from fossil fuels without dangerous emissions like carbon monoxide?

All of these technologies and more are being created and developed in our energy innovation ecosystem today, and many in Houston. What we're building towards is diversity of our energy system — but not just diversity of source — which is often the focus – but diversity of energy transportation, energy delivery, and energy consumption. Energy choice is about being able to, as a consumer, have a variety of options available to you such that in extenuating circumstances like winter storms or other catastrophes, there is no need to depend on any single configuration.

In a state like Texas, which is not only the largest oil and gas producer but also the largest wind energy producer and soon to be home to the largest solar project in the US, innovation should and will happen across all energy types and systems. Uri can teach us about the importance of the word all and how critical it is to encourage startups and technology development to develop stronger energy choice. Texas is the perfect home for all of this — and our state's rather embarrassing failure around Uri should be exactly the kind of reminder we need to keep encouraging this paradigm.

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Deeana Zhang is the director of energy technology at Houston-based Tudor, Pickering, Holt & Co.

This week's roundup of Houston innovators includes Deanna Zhang of Tudor, Pickering, & Holt Co., Sarma Velamuri of Luminare, and Amy Chronis of Deloitte. Courtesy photos

3 Houston innovators to know this week

who's who

Editor's note: In the week's roundup of Houston innovators to know, I'm introducing you to three innovators recently making headlines — from health tech founders to the new GHP chair.

Deeana Zhang, director of energy technology at Tudor, Pickering, Holt & Co.

Deanna Zhang of Tudor, Pickering, Holt & Co. joined the Houston Innovators Podcast to discuss 2020's effect on the energy transition — and what that meant for startups. Photo courtesy of TPH

Deanna Zhang looks closely at the energy innovation market and, well, last year was extremely enlightening about the energy industry and where tech is taking it. She joined the Houston Innovators Podcast last week to discuss some of the 2020 trends and observations she had — and what that means for 2021.

"The energy transition saw a huge uptick in 2020 — and there's a lot of implications of that from what pilots are getting commercialized and what companies are getting more funding," says Zhang. "All around it was hugely disruptive — but hugely beneficial I think to the energy transition." Click here to read more and stream the episode.

Dr. Sarma Velamuri, CEO of Luminare

A Houston health tech startup has launched a COVID-19 vaccine management tool. Image via luminaremed.com

As great as it was to be able to begin distributing the life-saving COVID-19 vaccine, the logistics of the two-dose process was a nightmare. Dr. Sarma Velamuri, CEO of Luminare, thought he could innovate a solution. His new platform, Innoculate (a mash-up of "innovate" and "inoculate"), enables organizations like public health departments, fire departments, school systems, and businesses to manage high-volume vaccination initiatives.

"Usually when you hear news of a new batch of vaccines headed your way, there is dread at the management and distribution overhead. Not anymore," Velamuri says in a release. "Innoculate will help streamline the vaccination process in the fight against COVID-19 and allow for hundreds of thousands of people to get vaccines easily." Click here to read more.

Amy Chronis, Greater Houston Partnership's 2021 chair and the Houston managing partner at Deloitte

Houston, we have a perception problem — but the Greater Houston Partnership's new chair, Amy Chronis, is here to fix it. Photo courtesy Deloitte/AlexandersPortraits.com

Hey Houston, it's time to speak up — a little louder for the people in the back. That's what Amy Chonis, 2021 chair for the Greater Houston Partnership, wants you to know, and that it's important for business leaders across the city to take the initiative about how great Houston is.

"We just don't brag enough about how much the city has changed and its trajectory," she tells InnovationMap.

While Houston has long been innovative in the health, space, and energy industries, it has a perception problem. Recently, Chronis addressed some of these concerns in her address at the GHP's 2021 Annual Meeting. She joined InnovationMap for an interview to zero in on how the business community can work to change this perception problem and continue to grow its innovation and tech community. Click here to read the Q&A.

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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
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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.