3 Houston innovators to know this week

who's who

This week's Houston innovators to know are Megan Eddings, Lance Black, and Todd Burke.

The city of Houston — much like most major cities in the country — is in crisis mode, with a stay-at-home mandate and rising COVID-19 case numbers.

But these three Houston innovators are emerging as leaders in making masks, discussing the importance of telemedicine at this time, and providing tips on keeping a stable supply chain.

Megan Eddings, founder of Accel Lifestyle

Photo courtesy of Accel Lifestyle

Former scientist Megan Eddings designed a fabric that doesn't hold onto bacteria, and she's launched an activewear brand of men's and women's T-shirts that don't stink. But when the coronavirus hit the country and medical professionals worried about personal protection equipment, Eddings sprung into action.

"We have enough supplies here to make 9,000 masks and I have 2,800 yards of fabric sitting at my factory in California," she says. "That's enough fabric to make more than 100,000 masks." Click here to read more about Houston fashion designers looking to help out.

Lance Black, associate director of TMCx

Photo courtesy of TMCx

Telemedicine has a unique opportunity during the coronavirus-cased shutdown. Lance Black, associate director of the Texas Medical Center's accelerator, TMCx, joined the Houston Innovators Podcast to discuss the health tech potential as well as how startups are coping in this uncertain time.

"This is going to force the health care system to take a hard look at what these platforms are capable of doing," Black says in the episode. "And it's going to stress the capabilities of these companies. To be honest, if there's a silver lining, that is one of them in my mind, that this will prove out the technology [in telehealth.]" Click here to read more and stream the episode.

Todd Burke, president at Smith and Associates

Photo courtesy of Smith and Associates

The COVID-19 outbreak has already greatly affected supply chains across industries, and companies should keep moving forward with that in mind. Todd Burke, president at Houston-based Smith and Associates gives three tips for properly managing your supply chain during the coronavirus outbreak in a guest article.

"During my 23 years at Smith, the world's largest open-market distributor of electronic components, I've witnessed various market disruptions and shifting supply chain dynamics," writes Burke. "I can confidently say that the coronavirus outbreak is heavily uncharted territory for the technology industry." Click here to read more.

Coronavirus likely will affect your supply chain — here's what to keep in mind. Getty Images

Houston expert: Here are 3 tips for a resilient supply chain during the coronavirus outbreak

Guest column

Consumers rarely consider the intricacies of managing a cohesive supply chain when the process needed to deliver product to market is free of disruptors. In short, engineering and design work is completed, a bill of materials is established, material is sourced, and product is manufactured.

Manufacturers often expect to easily purchase product off the shelves or online. When external factors come into play that have the potential to disrupt supply chains and the quick availability of product, proper management is even more critical for businesses and their customers.

During my 23 years at Smith, the world's largest open-market distributor of electronic components, I've witnessed various market disruptions and shifting supply chain dynamics. I can confidently say that the coronavirus outbreak is heavily uncharted territory for the technology industry. Mitigating supply chain disruptions during troubling times, however, is familiar to us. Even through uncertainty, I want companies to know that there are many options to keep their supply chains active.

Here are my top three tips for properly managing your supply chain during the coronavirus outbreak:

Assess inventory levels and run outages scenarios

It is important to not only assess your on-hand inventory levels but to quickly gauge the impact and availability of product from key suppliers. As a precaution and to prevent further spread of the virus, many electronic component manufacturing plants in China were shut down for weeks, and some are still running at limited capacity with prominent labor shortages.

Finding out which manufacturers have been shut down or are affected by the virus will help determine lead times and availability requirements. Surveying suppliers is an efficient way to gauge manufacturers' levels of impact and determine your own needs. Bear in mind what possible logistics delays you may encounter when assessing your material levels.

Build contingency plans with alternative sources.

With supply constraints from traditional sources being almost an inevitability, having flexible sourcing options and relationships with key suppliers is a prime strategy for contingency planning.

On top of that, make sure your sourcing partner has put stringent quality procedures in place and is certified to the highest industry standards. Expanding your AVL (approved vendor list) and qualifying other manufacturers will help keep lines running according to forecast.

Ensuring heightened supplier screenings with end-to-end evaluation transparency is even more essential during times of disruption. Trusted, multichannel sourcing capabilities are prime options in the face of the consistently evolving global situation.

Stay vigilant, and work closely with your emergency response team.

Uncertainty will continue to play a major role throughout the outbreak situation. From my experience, staying up to date with the latest news and maintaining frequent communication with both internal and external parties is one of the most proactive approaches to disruptive situations.

Smith's shipping and logistics hubs have mirrored capabilities and are located in Houston, Hong Kong, and Amsterdam, so we have been able to keep our operations running throughout the outbreak. Although Smith's business operations have continued without any shutdowns, the electronics supply chain has been significantly impacted, and disruptions will be felt for some time. The effects of the coronavirus are expected to trickle down to end consumers, as new product introductions for some consumer electronics have been delayed. Reports are even indicating that the supply and availability of technology products during the peak holiday season may be disrupted.

With the millions of components that go into everything from consumer electronics to oil and gas and medical equipment, our industry could see notable shortages in supply throughout the year. I encourage all companies and especially our friends here in Houston to thoroughly evaluate their supply chains. Utilizing these tips to implement a resilient supply chain will help build a strategic business outlook.

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Todd Burke is president at Houston-based Smith and Associates.

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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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