3 Houston innovators to know this week

Who's who

This week's Houston innovators to know includes Juliana Garaizar of Greentown Labs, Derek Armstrong of Armstrong Innovations, and Megan Siliainoff of Med Meg Creative Services. Courtesy photos

It's a new month and Houston's innovation ecosystem is continuing to grow amid the coronavirus pandemic. This week's Houston innovators to know roundup reflects that growth with a new-to-town incubator's newly names leader — plus an entrepreneur creating an virtual reality app to escape and a communications expert's advice on navigating COVID-19.

Juliana Garaizar, launch director of Greentown Houston

Juliana Garaizar is working to help set up Houston's Greentown Labs incubator with diversity and inclusion in mind. Courtesy photo

Juliana Garaizar has had to keep a huge secret for a while. The launch director of new-to-Houston Greentown Labs has known about the cleantech incubator's plan to expand to the Bayou City for a while, and now the news is out. Of course, launching amid a pandemic isn't ideal, but Garaizar says its allowed a strong relationship with the original group based in Boston to form.

"I think the silver lining of this COVID-19 experience is that we are much more integrated with the Boston team, and we're learning at a much faster rate," she says. "That's why we decided to also open Houston for virtual memberships before we open our building in Q1 of 2021."

Garaizar joined the Houston Innovators Podcast last week to share her experience with the organization and how she'll be setting up Houston operations with diversity and inclusion in mind. Read more and stream the episode.

Derek Armstrong, CEO and founder of Armstrong Innovations

Derek Armstrong, a Houston native, founded his design company, Armstrong Innovations. Photo courtesy of Oculus Go

Derek Armstrong had been working on a new virtual reality app for relaxation and meditation that users can enter into for an opportunity to escape reality for a bit — little did he know that was something more people than ever would want to do.

His company, a Houston-area industrial design startup, Armstrong Innovations, just launched two Oculus Go app games, aptly named 'Escape'. The VR app was designed with relaxation and meditation in mind but has doubled as a new way to relax and sightsee without leaving your home during the COVID-19 pandemic.

"The sights and sounds of our new app assist with mindfulness and meditation," says CEO and founder Derek Armstrong. "It's about focusing on the sights and sounds, especially with the virus growing. It's a quick getaway without having to physically go anywhere." Read more.

Megan Silianoff, founder and creative director of Mad Meg Creative Services

Megan Silianoff has been helping clients navigate communications during a pandemic. Courtesy photo

The worst part of contracting COVID-19 — aside from suffering from the disease itself — is diligently communicating the risk of exposure to people you've been around especially to coworkers, employees, clients, etc. In a guest article for InnovationMap, Megan Silianoff of Mad Meg Creative Services, sets the scene for you to be prepared should you find yourself in this situation,

"We understand as communication experts, informing a client, boss, or anyone that you've potentially exposed them is scary messaging to share," she writes. "Guilt is the number one emotion people report experiencing when they realize they've potentially exposed someone or a group of people, even though the respective exposure was inadvertent. Nevertheless it's crucial to communicate the exposure quickly and effectively as that's how Houston can hinder the spread of this disease through our city." Read more.

It's important to craft an informative and considerate message when sharing news of a COVID-19 exposure. Getty Images

4 COVID-19 messaging tips from Houston communications expert

guest column

Houston is undoubtedly hitting critical mass with COVID-19. The common sentiment has transitioned from "knowing someone who knows someone that has COVID-19" to more frequent first-hand, anecdotal experiences. When a potential exposure happens in the workplace it's vital that employees and companies alike quickly, professionally, and responsibly inform any parties that could have been indirectly exposed including vendors, clients, or meeting participants of any kind.

We understand as communication experts, informing a client, boss, or anyone that you've potentially exposed them is scary messaging to share. Guilt is the number one emotion people report experiencing when they realize they've potentially exposed someone or a group of people, even though the respective exposure was inadvertent. Nevertheless it's crucial to communicate the exposure quickly and effectively as that's how Houston can hinder the spread of this disease through our city.

So, how have we been counseling our clients as these potential exposures arise? Here are some notes and even an email template that Houstonians can use to help get them started.

Respond quickly

This is not a time to wait for certainty. Do not wait for tangible test results or any type of certitude (such as you experiencing symptoms first-hand) before notifying a person or company that you've potentially exposed them. Remember: you aren't telling someone you gave them COVID-19, you are simply telling them that you have been exposed and therefore inadvertently exposed them.

Be honest and forthcoming with information

This is not a time to offload or dwell on your feelings of guilt, albeit that's a natural emotion. A simple apology for the situation you collectively find yourself is appropriate but a deep into your own feelings and context for the situation is neither necessary nor helpful. Remember, during times of crisis, people don't remember what you said, but that you said something at all when it would have been easier not to and that you're someone of high morals and character.

Be detailed, but not too detailed

Again, you want to share concrete information versus your own personal emotions and feelings surrounding the incident. Pertinent information includes the following;

When and where you were exposed
When and where you exposed others
If you're currently experiencing any COVID-19 symptoms
Pertinent test results (if any) in regards to how you were exposed

Work from a template

Salutation:

It has come to my attention on date that I was exposed to COVID-19 through home, work, office, etc.

Because of this, it's a possibility that I unknowingly exposed you at date and place of interaction.

Though I am not currently not experiencing any symptoms and feel healthy, I wanted to let you know about this and err on the side of caution.*OR*I currently am experiencing symptoms of Covid-19 including X,Y, Z. I plan to get tested and can let you know the results when I receive them.

I apologize for this situation and am here to answer any further questions that might help you determine how to proceed accordingly.

Sincerely,
Name

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Megan Silianoff is the founder and creative director of Mad Meg Creative Services, a Houston-based firm specializing in public relations, social media management, web design, and branding.

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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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