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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4 Houston health tech startups advancing medical innovation

meet the finalists

Houston has been driving medical innovation for decades. And thanks to leading hospitals, cutting-edge research and breakthrough technologies, the region’s healthcare ecosystem continues to improve how patients are diagnosed, treated and cared for.

The Health Tech Business category in our 2025 Houston Innovation Awards will honor an innovative startup within the health and medical technology sectors.

Four forward-thinking businesses have been named finalists for the 2026 award. This year's finalists, selected by our esteemed panel of judges, range from a startup developing miniaturized medical technologies for space to a company using AI to help develop cancer treatment plans.

Read more about these businesses, their innovative founders, and how they're shaping the future of health care below.. The 2026 winners will be announced on InnovationMap.com in mid-November.

Bairitone Health

Bairitone Health is bringing anatomy imaging for sleep apnea to the home environment. The company's platform maps users' anatomy during natural sleep using a facial patch to determine the root cause of airway obstruction. It then offers effective therapies for each patient.

The company was founded in 2022 in the Texas Medical Center's Biodesign program by CEO Meagan Pitcher, CTO Onur Kilic and chief medical officer Britt Cross. It was a member of Activate Houston's inaugural cohort and has participated in numerous accelerators and incubators. The company raised an oversubscribed seed round for $2.4 million earlier this year and received Breakthrough Device Designation from the Food and Drug Administration in April.

InformAI Inc.

InformAI Inc. develops fit-to-purpose AI solutions for the clinical setting. Its RadOncAI product recently received FDA 510(k) clearance. The product uses AI to create a first-pass radiation therapy dose plan for complex head and neck cancers in an effort to eliminate bottlenecks in radiation planning and ultimately cancer treatment. The company has also developed AI products for sinus disease detection and 3D organ reconstruction.

CEO Jim Havelka founded the company in 2017. It is participating in the Mayo Clinic Accelerate Platform. It has raised about $4 million in seed funding and has received numerous non-dilutive grants from the National Science Foundation, the National Institutes of Health and the Cancer Prevention and Research Institute of Texas. The company shared in its application that it plans to launch a Series A fundraising round and submit an FDA 510K application for its organ reconstruction product, Voluquant, by the end of 2026.

Prana Surgical

Prana Surgical is developing a minimally invasive surgical platform for small, hard-to-reach lung nodules that may be cancerous. The company's Prana System cleared U.S. Food and Drug Administration (FDA) approval earlier this year.

Prana Surgical was originally founded as Prana Thoracic in 2022. It has participated in numerous accelerators, including the Texas Medical Center Innovation Accelerator in 2023 and the IGNITE Health accelerator in 2022. It raised $6 million in Series A funding rounds in 2023 and 2024 , with a Series B currently ongoing. The company said in its application that it is currently moving into the next stage of clinical validation and revenue generation in the U.S., in addition to preparing its manufacturing and commercial infrastructure for broader use.

Skybound MedTech

Skybound MedTech develops technologies that aim to address the health risks of long-duration spaceflight. Its compact, miniaturized medical technologies can deliver complex therapies without a physician.

CEO Matthew Kuhn, who previously founded Taurus Vascular, founded Skybound last year. The company emerged from stealth in January after raising a $1.25 million Series A round. It plans to advance its lead dual-use platform into critical preclinical validation in November, the company shared in its application. It is currently raising a $25 million Series A round and is pursuing federal research partnerships with DARPA and ARPA-H.

Generation Park lands new facility to scale xeno-organ production

Organ innovation

Maryland-based United Therapeutics Corp. has opened a new 77,448-square-foot facility to manufacture xeno-organs in Northeast Houston’s growing biotech hub, Generation Park.

The new Houston location is United Therapeutics’ third Designated Pathogen-Free (DPF) site, named for transplant pioneers Dr. Bartley P. Griffith and Dr. Robert A. Montgomery. The company says the new facility will enable it to scale commercial production of its xeno-organs once they receive regulatory approval.

An existing DPF facility in Virginia is supporting clinical trials for the xeno-organs, and a third site in Minnesota will also focus on commercialization with the Houston site, according to the company.

Xeno-organs are organs taken from a non-human animal source and transplanted, implanted or infused into a human recipient.

Currently, United Therapeutics is advancing clinical trials to support a Biologics License Application with the U.S. Food and Drug Administration for its investigational-stage xenotransplantation, UKidney, UThymoKidney and UHeart products. The products all involve working with the genes from humans and pigs.

In 2025, Chron.com reported the company was working to construct an estimated $96 million facility to breed genetically engineered animals. Head of investor relations at United Therapeutics Dewey Steadman told the Houston Business Journal in 2025 that the pigs’ DNA will be edited. In November 2024, a 53-year-old woman in Alabama received a transplanted kidney from UKidney that had 10 gene edits. She had the transplant removed in April 2025, after her body rejected it.

The Dr. Bartley P. Griffith and Dr. Robert A. Montgomery Xenograft Production Facility requires a “strictly controlled, biosecure barrier environment, including air filtration, filtered water, filtered feed supplies, and state-of-the-art decontamination entryways,” according to the company. Being pathogen-free means it includes calibrated air and water conduits to support the transplantability of xenograft products and to prevent contamination. For energy considerations, the building also features solar arrays.

“With our third xenograft production facility now open and clinical trials underway, United Therapeutics is moving closer to its goal of providing transplantable organs to the people who need them,” Martine Rothblatt, chairperson and CEO of United Therapeutics, said in a news release. “It is fitting that this facility is named for Dr. Griffith and Dr. Montgomery, whose first-in-human surgeries turned xenotransplantation from a theoretical possibility into a clinical reality.”

The facility, which wrapped construction in August, is located at 11848 Common Dock Dr. in Generation Park, which will house manufacturing sites for pharmaceutical heavyweights Bristol Myers Squibb and Eli Lilly. Last fall, Eli Lilly tapped Generation Park for its $6.5 billion manufacturing plant, and Bristol Myers Squibb made a $2.3 billion investment in August to bring its state-of-the-art site to the master-planned commercial district.

Elon Musk's SpaceX reports profit as AI and satellite businesses booms

Booming Business

SpaceX reported a bigger quarterly profit than expected on Tuesday, October 20, as its satellite communications and artificial intelligence businesses boomed.

The company, run by Elon Musk, posted a profit for the three months through September 2026 of $4.4 billion, or 35 cents per share, reversing a year-ago loss and easily topping Wall Street's expectations. Revenue soared to $14.6 billion, up 161%.

On a conference call with analysts, Musk suggested a merger with his electric car company Tesla might be in the works, something that has been rumored for months. He said both companies formed “special committees” of independent directors to discuss the issue, though he played down the chances of an imminent deal.

“Some people out there assume that a SpaceX and Tesla merger is a certainty,” he said. “I think that would be overstating it.”

The AI business became SpaceX's largest by revenue in the third quarter, although the Starlink satellite service remains the biggest profit generator.

“They beat across all metrics and the Starlink business looks to be accelerating,” said Dan Ives, an analyst at Yorkville Ives. “This is just what (Wall) Street wanted.”

The stock rose 7.5% in after-hours trading.

Musk also told analysts that for next month's launch of its Starship rocket, SpaceX will attempt to grab both the booster and ship with mechanical arms upon return to base, a key step toward demonstrating it can reuse the massive spacecraft.

“The only way that we can extend consciousness beyond Earth on a sustained basis is with a fully reusable orbital launch vehicle,” Musk said, calling the attempt, if successful, “a massive technology milestone.”

SpaceX hopes to get Starship on a regular launch pattern in preparation for NASA's upcoming lunar missions.

The company already has huge contracts with the federal government, and House Democrats have called for investigations into those contracts and Musk’s work with the Department of Government Efficiency. Musk has spent $276 million since July in support of Republican candidates.

In a filing for its initial public offering in June, SpaceX warned that a change in control of Congress could have a “material and adverse impact on our growth and competitive position.”

Musk recently drew criticism from politicians in Washington after speeds for a military version of SpaceX's satellite communications service were slowed for Ukraine following President Donald Trump's deal to get more diesel oil from Russia amid a push to end the war. The Wall Street Journal reported Tuesday that it was Musk who ordered the slowdown, impeding Ukraine’s use of drones along the front. SpaceX did not immediately respond to an Associated Press request for comment on the Journal story.

Both Trump and Musk have denied responsibility for the slowdown.

As midterm elections near, Musk on Monday promised to give one share of SpaceX to “every kid in America” next year, though he provided no details on how the distribution would be carried out. With communities nationwide protesting the construction of large data centers and concerns about AI safety, AI companies are trying to build goodwill. Anthropic pledged to commit 5% of its shares to a new “public benefit” fund.

SpaceX shares have been under pressure over concerns that the company was spending too much on major projects to compete with rivals such as Anthropic. The company said capital expenditures totaled $19.6 billion last quarter, nearly triple the figure from a year earlier, and it forecast spending would grow to $35 billion to $40 billion in the current quarter.

Shares of SpaceX closed Tuesday at $147.79, down from a peak near $201 after its IPO, which made Musk the world’s first trillionaire at the time. But the share prices for SpaceX and Tesla have since dropped, reducing his net worth to $925 billion, according to Forbes magazine.

Tesla reports third-quarter financial results Wednesday. Last week, Tesla unveiled a new Roadster sports car that in some versions may include thrusters allowing it to briefly fly using SpaceX technology — though experts say anything usable for drivers is a long shot.

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