This week's Houston innovators to know include Nicolaus Radford of Houston Mechatronics Inc. and Sharita M. Humphry and Enrique Castro of BH Ventures. Photos courtesy

Editor's note: This week's roundup of innovators to know in Houston include three self-starting founders — a robotics expert who's job sounds more futuristic that realistic and a duo looking to bridge the gap between Black and Hispanic entrepreneurs while cultivating their business growth.

Nicolaus Radford, CEO, CTO, and co-founder of Houston Mechatronics Inc.

Nicolaus Radford joins the Houston Innovators Podcast to discuss his plans to take his cloud robotics company global. Photo courtesy of HMI

Discussing Nicolaus Radford's career and his current work with his company, Houston Mechatronics Inc., feels like something out of a science fiction movie. But it's real life. HMI is building a fleet of underwater robots, and, before he founded his company in 2014, he worked on humanoid robots for NASA.

Now, there's a growing market need for the type of robots HMI is working on, and he share on the Houston Innovators Podcast that there's a huge international opportunity for him.

"We're absolutely going to be a global company," Radford says, explaining that new clients in these areas are what's calling for the new offices. "The next 12 months of this company are going to be extremely vibrant and dynamic." Read more.

Enrique Castro and Sharita M. Humphry of BH Ventures

Enrique Castro and Sharita M. Humphrey met at an alumni event at UH and decided to work together on an inclusive accelerator program. Courtesy photos

Black and Hispanics tend to fall low on the lists of personal finance and business success, and usually the two communities don't do business together. That's what BH Ventures, a business accelerator program founded by Sharita M. Humphrey and Enrique Castro, is looking to change.

"Enrique and I know that there can sometimes be a barrier between Black and Hispanics doing business together," says Humphrey. "This is why I wanted, as an African American woman, and him, being a Hispanic male, to be able to show that we should be doing business together — especially in the city of Houston."

Humphrey and Castro met at an alumni event for the University of Houston's SURE program, which creates educational programming for entrepreneurs from under-resourced communities. The duo thought that they could create a program that built upon UH's. In February, after building out the curriculum, BH Ventures ran a successful pilot program in collaboration with UH. Read more.

BH Ventures is seeking Black and Hispanic entrepreneurs for its inaugural cohort. Photo via Getty Images

New startup accelerator emerges in Houston to promote collaboration between Black and Hispanic communities

teamwork

Two local business leaders have teamed up to create a Houston-based accelerator focused on Black and Hispanic entrepreneurs.

BH Ventures has applications open for its inaugural cohort until August 21, and co-founders Sharita M. Humphrey and Enrique Castro are looking for founders who have hit the revenue-generating phase with their business but are looking for mentors and support as they grow.

"Enrique and I know that there can sometimes be a barrier between Black and Hispanics doing business together," says Humphrey. "This is why I wanted, as an African American woman, and him, being a Hispanic male, to be able to show that we should be doing business together — especially in the city of Houston."

Humphrey and Castro met at an alumni event for the University of Houston's SURE program, which creates educational programming for entrepreneurs from under-resourced communities. The duo thought that they could create a program that built upon UH's. In February, after building out the curriculum, BH Ventures ran a successful pilot program in collaboration with UH.

Enrique Castro and Sharita M. Humphrey met at an alumni event at UH and decided to work together on an inclusive accelerator program. Courtesy photos

The seven-month program will launch virtually at the beginning of September and will work with 15 entrepreneurs across the country. Additionally, The Cannon is a partner and a resource for the program.

As of now, the program has over 20 mentors and speakers lined up, and sessions will occur virtually every other Saturday and will be a mix of presentations and Q&As with an emphasis on fostering networking connections.

"Sometimes for a Black or Hispanic entrepreneur, just being able to have that conversation or be able to ask (a mentor) certain questions and get feedback about their particular business — it's better than money," Humphrey says. "The right relationships can open up doors that money can't."

After the programming, Humphrey says BH Ventures will continue to follow each company from the cohort for 90 days in a sort of incubation period to make sure they have support after the accelerator.

"It's a lot to get the information — but how do you execute it? We're going to still follow their path," Humphrey says.

While Houston has been renown for being the most diverse city in the country, Humphrey says she's seen a shift in leadership diversity across the greater Houston area. This has motivated her to do everything she can to promote inclusion and business growth across demographics.

"(Blacks and Hispanics are) not doing as much business together as we could," Humphrey says. "And that makes no sense when we are normally at the bottom of things when it comes to finances — personal, savings, credit, wealth, business. I think that this is something that's going to be amazing for the city."

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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.