3 Houston college students win big in global Intel AI competition

big winners

Three Houston students won at the 2023 Intel AI Global Impact Festival competition. Photo via Intel

Three students from Houston Community College Southwest won the top national prize at the 2023 Intel AI Global Impact Festival competition, HCC announced this month.

Sumesh Surendran, Ruben Treviño, and Muskaan Shahzad won the top spot in the the 18-and-older age group of United States competitors. Their project, “MedINtel: Automated Triage Machine (ATM),” is an ongoing effort for HCC’s AI program.

“Our students have often told me how grateful they are to our faculty and staff for their support and commitment to their success,” Samir Saber, dean of the Digital and Information Technology Center of Excellence, says in a news release.” We’re all proud of bringing home a top award back-to-back from an international competition of this caliber.”

The students' entry involved a kiosk-style version of an ATM to collect data at a patient intake. The kiosk used AI technologies like computer vision, to accelerate and help with patient triage. The festival featured future developers, teachers, policymakers, and emerging technologists sharing innovations and discussions on the impact of artificial intelligence according to the educational partner to HCC’s AI program the Intel Corporation.

“This group of students has demonstrated their exceptional talents on a national and global stage in a rapidly growing field that continues to transform all industry sectors,” HCC Southwest President Madeline Burillo-Hopkins says in the release. “Their innovative project shows why Houston is a city where companies can find the best qualified, competent and creative tech talent.”

HCC’s participation and success in the program is well-documented, as last year during the Intel Global Impact Festival competition, HCC Southwest won top global prize in the 18-and-older age group, and another HCC team took home a national honor.

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A team of Houston college students laced in the top 10 percent of 7,800 students at the National Cyber League competition. Photo courtesy of HCC

Houston students place high in national cyber security competition

locking it down

A team from Houston Community College had a strong showing earlier this month at the spring National Cyber League competition.

A team of HCC students placed in the top 10 percent of finishers, according to a statement from the college. More than 7,800 students from 450 universities and colleges across the U.S.competed in the semi-annual competition that tests participants’ skills in identifying hackers from forensic data, penetration testing, auditing vulnerable websites and recovering from ransomware attacks through a series of games.

“Our goal is to empower our students with the knowledge and tools they need to succeed as leaders in information technology, including the fast growing and in-demand areas of cyber security and artificial intelligence,” Dr. Madeline Burillo-Hopkins, president of HCC Southwest College and vice chancellor of workforce, says in a statement. “Again and again, we find that our students perform exceptionally well when compared to those from colleges and universities across the nation.”

Hira Ali, a participant and mother of two who served as vice president of the HCC Cyber Security Club before graduating this year, says the experience pushed her and her teammates to expand their knowledge outside of the classroom.

“It was a great experience for us,” she says in a statement. “It presented us, as teammates, with the opportunity to venture beyond our comfort zones and delve into unfamiliar concepts."

Ali added that she ate almost nothing and slept little for a week because she and her team were "totally immersed in the competition.” She plans to enroll in a four-year online degree program through Dakota State University.

According to Samir Saber, dean of HCC’s Digital, and Information Technology Center of Excellence, there are about 57,878 cyber jobs in Texas alone. HCC also shared that the median salary for security analysts in the Houston area is about $101,000, according to Lightcast, a labor market data analysis firm.

Earlier this month, HCC also announced that it would be rolling out a new innovation 60-hour degree program in the fall. The Smart Building Technology program will train students on the installation of low-voltage controls. Students will receive an Associate of Applied Science degree after completing the program, which is part of HCC Central’s Electrical Technology program in the Architectural Design and Construction Center of Excellence (COE).

In late 2022, HCC and partners also received a $1.8 million grant from JP Morgan Chase to launch a new certificate program to help residents who come from some of Houston’s most underserved and under-resourced neighborhoods find career opportunities in the clean energy, disaster response, utilities, trades and manufacturing fields. Partnering employers included The City of Houston, Harris County and TRIO Electric.

Houston Community College has made a big move to prepare the future of cybersecurity. Photo via Getty Images

Houston college system opens new cybersecurity training facility

future of cyber safety

A center created to train future cybersecurity specialists recently opened at Houston Community College’s West Loop campus.

The center, featuring equipment such as a miniature water plant and a car-hacking workbench, simulates cyberattacks. HCC cybersecurity students will undergo training there. Of the college’s more than 500 cybersecurity students, over 300 are pursuing associate degrees and over 200 are working toward certificates.

“Students who complete an associate degree or certificate in cybersecurity at HCC are landing high-paying jobs right out of the gate such as IT help desk and computer support specialists,” Samir Saber, dean of HCC’s Digital Information and Technology Center of Excellence, says in a news release. “Others go on to become security analysts, security engineers and cybersecurity architects.”

Employers in the U.S. are struggling to fill nearly 715,000 cybersecurity job openings, according to CyberSeek, which tracks supply-and-demand data for the cybersecurity workforce. That number includes more than 83,000 cybersecurity openings in Texas, with nearly 9,300 of those in the Houston area.

In Texas, the annual pay for a cybersecurity worker averages $88,276, according to career platform ZipRecruiter. The national average is $112,974.

The U.S. Bureau of Labor Statistics predicts the number of people working as an information security analyst (a subset of the cybersecurity workforce) in this country will rise 33 percent from 2020 to 2030. That makes it one of the fastest-growing occupations in the U.S. From May 2021 through April 2022, there were 180,000 openings for information security analysts, according to CyberSeek.

“Cybersecurity is national security,” says Madeline Burillo-Hopkins, president of HCC Southwest and vice chancellor of HCC Workforce Instruction. “With the opening of the new center, the college is equipping students with the skills needed not only for their careers but also for making a lasting impact on the nation’s security across industries and organizations.”

A $650,000 state grant financed the new training center, and cybersecurity company Grimm helped install the lab and trained HCC cybersecurity instructors.

In 2017, HCC was designated by the National Security Agency as a National Center of Academic Excellence in Cyber Defense. The new lab will help the college maintain that status for another five years, Saber says.

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UH scores $18M NIH grant for chronic disease research

research funding

The University of Houston has received a coveted $18.8 million grant from the National Institutes of Health to launch a program to address the root causes of chronic disease.

Only 22 institutions nationwide receive this NIH award, and the 5-year process aligns with the newly established UH Health’s mission to expand healthcare innovations in Texas and beyond. The initiative will be housed in the UH Population Health department.

"This generous funding allows us to directly confront the root causes of chronic illness that place a heavy burden on so many families," Dr. Jonathan McCullers, vice president for health affairs at UH, said in a news release. "With the recent launch of UH Health, we have an unprecedented opportunity to translate scientific discovery into healthier outcomes for our communities by bringing together experts from across the university to improve health where it matters most.”

Through the program, UH researchers from different areas of expertise will work together to address the challenges of chronic illness by looking at biological, social and behavioral factors.

According to the university, chronic diseases like heart disease, diabetes, strokes and others are the leading cause of illness, disability and death in the U.S. They account for 90 percent of the nation’s $5.3 trillion in annual healthcare spending.

Bettina Beech, chief of population health and translational science at UH, serves as principal investigator for the program.

“Chronic disease management largely happens during the 8,700 hours each year that people are not visiting their healthcare provider,” Beech added in the news release. “While healthcare is indispensable, it only accounts for 20 percent of how health is created — genetics accounts for another 10 percent, and the other 70 percent is determined by behavior, social conditions and environment.”

With the funds from the grant, UH will also be able to expand research infrastructure, add to community partnerships, support complementary research, and invest in early-career investigators, according to the news release. UH also aims to develop solutions that could help ease the economic burden of chronic disease.

Report: Where Texas ranks among best and worst states to live in 2026

Texas Talk

After earning its worst-ever ranking last year, Texas has improved slightly on an evaluation of the best states to live, but it's still at the bottom of the pack.

Each year, WalletHub's analysts compare all 50 states using 51 livability metrics to measure their affordability, economy, education and health, quality of life, and safety. Factors that were weighed include the cost of living, homeownership rates, population and income growth rates, wealth gaps, public school system quality, road quality, crime rates, and many others.

The Lone Star State landed at No. 36 in 2026, making it the 15th worth state to live right now. That's on par with its 2024 ranking, and it's a two-spot improvement over its 2025 performance.

While Texas residents can brag about living in a state with the No. 1 highest number of restaurants per capita and the 7th best quality of life in the country, that's about it. Texas earned middling-to-poor scores among the four remaining livability rankings: safety (No. 33), affordability (No. 35), economy (No. 37), and education and health (No. 40).

Here's how Texas fared in other nationwide rankings in the study:

  • No. 27 – Income Growth
  • No. 30 – Housing Costs
  • No. 39 – Percentage of Population in Poverty
  • No. 42 – Percentage of Adults in Fair or Poor Health
  • No. 46 – Homeownership Rate
  • No. 49 – Percentage of Population Aged 25 and Older with a High School Diploma or Higher
  • No. 48 – Average Weekly Work Hours
  • No. 50 – Percentage of Insured Population

Texas has a lot of work to do to improve its livability for all of its residents, but especially for women, according to several other 2026 WalletHub studies. Texas is the fourth-worst state for women, the ninth-worst state for working mothers, and the seventh-worst place to have a baby based on limited access to maternal and pediatric healthcare.

At the very bottom of the report is New Mexico, ranking 50th overall, with Louisiana (No. 49), Mississippi (No. 48), Alaska (No. 47), and Arkansas (No. 46) rounding out the bottom five.

After holding on as the No. 1 best state to live for a few years in a row, Massachusetts now ranks No. 4 and was overtaken by Idaho (No. 1), New Jersey (No. 2), and Wisconsin (No. 3). New Hampshire rounds out the top five best states to live.

WalletHub's top 10 best states to live in 2026 are:

  • No. 1 – Idaho
  • No. 2 – New Jersey
  • No. 3 – Wisconsin
  • No. 4 – Massachusetts
  • No. 5 – New Hampshire
  • No. 6 – Wyoming
  • No. 7 – Utah
  • No. 8 – Minnesota
  • No. 9 – Pennsylvania
  • No. 10 – Florida
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This article originally appeared on CultureMap.com.

6 exciting Houston startup raises to know from July 2026

fresh funding

Houston startups carried the fundraising momentum of Q1 and Q2 into July with several significant seed funding, Series A and Series B rounds.

From geothermal leaders to medtech innovators, these six Houston companies raised more than a quarter billion dollars last month alone, according to reporting by InnovationMap and our sister site, EnergyCapitalHTX.com.

Did we miss a funding round? Let us know by emailing innoeditor@innovationmap.com.

Altillion

Houston-based startup Altillion has secured $5 million in seed funding to accelerate the commercialization of its proprietary IRIS and ALIX technologies, which convert oilfield-produced water into valuable minerals, the company reported earlier this month.

San Francisco-based EIC Rose Rock and Houston-based Flathead Forge led the round. Altillion says the funding will go toward pilot facilities and commercial deployments as the company looks to scale in the U.S. Continue reading.

Buildforce

The U.S. is grappling with a current shortage of 50,000 electricians, according to the National Electrical Contractors Association. Photo via Unsplash

Houston-based Buildforce, which provides a tech-enabled staff platform geared toward electricians and electrical contractors, closed a $10 million Series A round led by Houston’s Saepio Capital last month.

Other investors in the round include Blue Heron Capital, Revolution’s Rise of the Rest Seed Fund, S3 Ventures and Chicago Ventures.

Buildforce says the funding will help fuel its national expansion and further development of its technology.

The startup, founded in 2019, connects electricians with electrical contractors for commercial and industrial construction projects. Continue reading.

Hephae Energy Technology Corp.

The company develops ultra-high-temperature tools to withstand the heat of geothermal reservoirs. Photo via hephaeet.com

Houston-area startup Hephae Energy Technology Corp. closed a $17.8 million Series A financing round last month to commercialize its geothermal technology.

The round was co-led by Pennsylvania-based Susquehanna Sustainable Investments, which invests in early-stage climatech companies, and Copenhagen-based Underground Ventures, which focuses on geothermal energy startups. Alfa8, Baruch Future Ventures, Centaurus Capital LP, Elemental Impact, Exa Ventures, Future Ventures, Grantham Foundation for the Protection of the Environment, New System Ventures and True North Institute joined the round, along with existing Houston-based investor Nabors Industries. Hephae reports in a news release that the Series A round brings the company's total capital raised to $24.7 million. Continue reading.

TYBR Health

The company's B3 GEL System is designed to protect tendons, ligaments and muscles while they heal from orthopedic surgery. Photo via Unsplash

Houston-based healthtech startup TYBR Health has raised a $30 million Series A round to scale its B3 GEL System, which helps protect tendons from scarring after surgery, the company announced last month.

The round was led by Minneapolis-based Vensana Capital and Cleveland-based Mutual Capital Partners, with participation from Denver-based Neovate Capital Partners and existing investors, according to a news release from the company.

TYBR Health said it plans to use the funding to broaden the B3 GEL System's clinical applications, expand commercialization and conduct studies to evaluate its ability to protect tissue and improve healing outcomes. Continue reading.

Venus Aerospace 

Venus Aerospace has secured funding from Mercury Fund, Lockheed Martin Ventures and others. Photo courtesy Venus Aerospace

Houston-based Venus Aerospace closed a $91 million Series B round last month and plans to scale the production of its hypersonic engine.

The round was led by Houston-based Mercury Fund with participation from Lockheed Martin Ventures, MESH, PEAK6, Draper Associates, Starboard Star Venture Capital, Green Sands Equity and other investors, according to a news release.

The investment comes about a year after Venus completed the first U.S. flight test of its high-thrust rotating detonation rocket engine (RDRE). The engine is expected to enable vehicles to travel four to six times the speed of sound from a conventional runway and is about 15 percent more efficient than traditional alternatives, according to the company. Continue reading.

Quaise Energy

A rendering of a Quaise Energy geothermal plant. Rendering via quaise.com

Houston-based Quaise Energy, a producer of utility-scale geothermal power, closed $134 million in a Series B round last month to advance its “superhot” geothermal power plant.

Climate-focused San Francisco-based investment firm Prelude Ventures led the round, with participation from JERA Co., Japan’s largest power generation company, and Idemitsu Kosan, one of Japan’s largest energy companies. Nearly all existing investors, including cleantech-focused investment firm Safar Partners, participated in the round.

The startup expects more equity and debt deals to close “imminently.” Quaise has raised $230 million since its founding in 2018. Continue reading.

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