3 Houston innovators to know this week

who's who

This week's roundup of Houston innovators includes Dr. Evan Collins of Houston Methodist, Margarita Kelrikh of Pillsbury, and Howard Berman of Coya Therapeutics. Photos courtesy

Editor's note: Every week, I introduce you to a handful of Houston innovators to know recently making headlines with news of innovative technology, investment activity, and more. This week's batch includes a new innovator in residency, a Houston startup lawyer, and a neurodegenerative therapeutics CEO.

Evan Collins, innovator in residency at Houston Methodist

Dr. Evan Collins, an orthopedic surgeon and chief of the Houston Methodist Hand & Upper Extremity Center, was named the hospital's first innovator in residency. Photo via drevancollins.com

Dr. Evan Collins, an orthopedic surgeon and chief of the Houston Methodist Hand & Upper Extremity Center, is the inaugural innovator in residency at Houston Methodist Center for Innovation.

What does an innovator-in-residency do? Collins sat down with InnovationMap to explain. His role, he explains, is to encourage other clinicians to get involved in the innovation process, particularly using digital health care programs.

“When you look at all the technology, especially the digital technology that's being applied [in medicine], and the future of digital technology, whether you define it as AI or other variations, having a clinical perspective to vet a lot of these possible solutions, as opposed to just keeping it on the administrative side of things, has greater value,” he says. Read more.

Margarita Kelrikh, counsel at Pillsbury

Margarita Kelrikh joins the Houston Innovators Podcast to discuss her career, legal tips for startups, and why she's dedicated to the Houston startup community. Photo courtesy

After working at WeWork and its upstart competitor for several years, Margarita Kelrikh realized it was time to move back into a law firm where she could help more early stage Houston startup clients. She recently joined Pillsbury's Houston office as counsel.

"I realized I wanted to work with the people who I worked with in the past, and the only way I could do that is if I went back to a law firm," she says, explaining that working in house means you can only have one client: your employer. "It's about having that variety and being able to work with a wide array of people."

Kelrikh shares some of her go-to startup legal advice on this week's episode of the Houston Innovators Podcast, and she emphasizes how ready and willing she is to serve the Houston startup community. Read more.

Howard Berman, CEO and co-founder of Coya Therapeutics

Coya Therapeutics is looking into how a trendy weight loss drug could complement its Alzheimer’s disease treatment. Photo via LinkedIn

Glucagon-like peptide 1, or GLP-1, agonists are all the rage right now thanks to drugs like Ozempic and Wegovy. Though they’re currently being prescribed for diabetes and weight loss, a Houston company reports that it may have found another use for GLP-1s.

Coya Therapeutics, a publicly traded clinical-stage biotechnology company, has filed intellectual property protection for a combination of its proprietary COYA 301 and GLP-1. Coya’s team believes that combining COYA 301, a low-dose interleukin-2 (IL-2) intended to enhance the anti-inflammatory function of regulatory T cells (Tregs), with GLP-1 could be a game-changer in the fight against Alzheimer’s disease.

According to Coya’s CEO, Howard Berman, “We believe that combination immunotherapy approaches will evolve to play a meaningful role in treating complex immune-based diseases that are driven by a host of pathophysiologic mechanisms.” Read more.

Dr. Evan Collins, an orthopedic surgeon and chief of the Houston Methodist Hand & Upper Extremity Center, was named the hospital's first innovator in residency. Photo via drevancollins.com

Houston Methodist names orthopedic surgeon as inaugural innovator in residency

leading medicine

Houston Methodist Center for Innovation has named its first innovator in residency.

Roberta Schwartz, executive vice president and chief innovation officer at Methodist, chose Dr. Evan Collins, an orthopedic surgeon and chief of the Houston Methodist Hand & Upper Extremity Center, for the role.

“Dr. Collins has been a physician champion for innovation projects over the past few years and will be an exceptional asset for our team to help involve physicians more actively in innovation throughout our hospital system,” Schwartz wrote on LinkedIn.

So what does an innovator-in-residency do? Collins sat down with InnovationMap to explain.

His role, he explains, is to encourage other clinicians to get involved in the innovation process, particularly using digital health care programs. “Innovating is great, but the information that's coming has to be actionable in a way that fits a business model and answers significant questions in health care,” says the New York native.

He uses the metaphor of an Apple Watch’s sleep tracker to illustrate what is perhaps less than actionable. After all, you wake up knowing if you slept well without a device telling you about the quality of your night’s rest. His job, then, is vetting opportunities and technologies with the goal of deciding what may make a good return on its investment.

“‘Does it increase my capacity to see patients? Does it improve things in a meaningful way?’,” he asks. “It's looking at the opportunities within health care, but applying some rigor to it from a clinical perspective to vet, ‘Is this really going to give us actionable information where we can create value when this thing is produced?’”

Collins jokes that he was chosen for the role because he “got the short straw.” But his background speaks for itself. He’s been at Methodist for 27 years and received his MBA from Rice University’s Jesse H. Jones Graduate School of Business in 2013. He’s used his expertise to improve efficiency in the operating room, allowing him to help more patients than ever before.

“Maybe they saw this as another opportunity to give input that could be helpful and contribute to the organization and I'm grateful for that opportunity,” says Collins. The “they” he’s referring to is Schwartz, but also Marc L. Boom, Methodist’s forward-thinking president and CEO. “They recognize the importance of what we're trying to do here for the future of health care. So I think I'm grateful for that opportunity, but they are the ones that create that opportunity for me to contribute.”

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Houston college joins inaugural workforce accelerator supported by Google

hands-on training

Houston City College (HCC) is one of 15 community colleges from around the country to be selected for the first-ever Workforce Futures Accelerator.

The three-year effort is supported by Google.org, the tech company’s philanthropic arm, and led by the Association of Community College Trustees (ACCT), a non-profit educational organization that represents over 500 community, junior, and technical colleges. The accelerator focuses on helping colleges embed virtual, employer-sponsored training opportunities into short-term workforce training programs, giving participants access to opportunities that they might otherwise receive through internships or other "work-based learning" stints.

"The Workforce Futures Accelerator reflects the Houston City College mission of offering a high-quality, affordable education for workforce training and career development," Pretta VanDible Stallworth, HCC trustee and chair-elect of the ACCT board of directors, said in a news release. "Advancing student success and creating pathways to opportunities ensures that our students are well equipped to succeed and build a secure future in today's economy.”

Through the accelerator, HCC is tasked with fusing online project-based learning opportunities with its workforce education programs. The idea is to give students hands-on experiences working on projects sponsored by employers, allowing them to gain real-world knowledge in the process.

HCC will select two workforce programs that meet the accelerator’s criteria and insert into them into coursework. In the second and third year of the accelerator, the selected colleges are expected to scale the programs by adding instructors and programs to develop a network of to support their continued implementation.

“Participation by HCC will strengthen how we provide students with career-connected learning experiences that complement their classroom education and align with the needs of employers,” HCC Chancellor Margaret Ford Fisher added in the news release. “We are focused on ‘future forward’ strategies to meet the present and future needs of our region’s businesses.”

Two other Texas colleges were chosen to participate in the accelerator: Lamar Institute of Technology in Beaumont and Grayson College in Denison.

The remaining cohort includes:

Bergen Community College in Paramus, New Jersey
Central Louisiana Community College in Alexandria, Louisiana
Clark State College in Springfield, Ohio
Great Basin College in Elko, Nevada
Heartland Community College in Normal, Illinois
Hudson County Community College in Jersey City, New Jersey
Manchester Community College in Manchester, New Hampshire
Mesa Community College in Mesa, Arizona
Mohave College in Kingman, Arizona
San Joaquin Delta Community College in Stockton, California
San Juan College in Farmington, New Mexico
West Virginia University Parkersburg in Parkersburg, West Virginia

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.

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