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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3 fast-growing Houston scaleups named Innovation Awards finalists

meet the finalists

From IPOs to groundbreakings, some of Houston's most innovative companies reached major milestones this year.

As part of the 2026 Houston Innovation Awards, our Scaleup of the Year category honors innovative later-stage startups that have recently reached a significant milestone in company growth. Three scaleups have been named finalists for the 2026 award.

Read more about these businesses, their founders and their breakthrough technologies below. The 2026 winners will be announced on InnovationMap.com in mid-November.

Erock

Energy infrastructure company Erock, previously known as Enchanted Rock, develops dual-purpose microgrids that rely on natural gas and renewable natural gas to produce lower carbon emissions and air pollutants than diesel generators. Its products can provide bridge power before grid interconnection, backup power during outages and dispatchable capacity that supports long-term grid reliability. The company has more than 1,100 megawatts of installed capacity and over 20 years of experience serving commercial, municipal and large-scale technology customers.

Erock completed its initial public offering this year, raising approximately $600 million in gross proceeds. It also grew its contracted power system sales backlog to approximately $1.7 billion, up tenfold year-over-year, with production sold out through 2028, according to the company's application. The company secured a major equipment order from Anthropic, began construction of the 366-megawatt El Paso Electric project supporting Meta's data center campus, and started assembly operations at its Hyperion facility in Cypress, Texas.

Hertha Metals

Hertha Metals produces lower-cost, lower-emission steel and high-purity iron. The company has developed a single-step process that uses natural gas as a direct reductant instead of metallurgical coal, which cuts production costs by more than 25 percent and emissions by up to 50 percent, according to the company. The same process produces high-purity iron needed for high-purity steels and rare earth magnets. The company says it aims to "re-industrialize America’s production of critical materials."

Hertha Metals was founded by CEO Laureen Meroueh in 2022 and emerged from stealth last year with more than $17 million in venture capital funding. The company closed a $133.65 million Series A this month and also broke ground on its $100M high-purity iron factory known as Chalyx in Conroe.

Venus Aerospace

Spacetech company Venus Aerospace is developing a high-thrust rotating detonation rocket engine (RDRE) that replaces the subsonic combustion used in conventional rocket engines. The RDRE is a compact, simpler engine that can deliver up to 15 percent greater efficiency for defense and space applications. It completed its first U.S. flight test of the engine last summer.

Venus Aerospace was founded in 2020 by CEO Cassie Duggleby and CTO Andrew Duggleby. It raised a $20 million Series A in 2022 and $42 million Series A2 in 2025. It closed a $91 million Series B earlier this year and expanded its leadership team. The company is working toward longer-duration and higher-thrust testing and advancing its flight program.

Texas ranks among top 10 best states for jobs in new report

jobs report

Business boosters often describe Texas as an economic engine. A new ranking from personal finance website WalletHub underscores that assessment.

WalletHub put Texas at No. 8 on its new list of the best states for jobs. Nebraska grabbed the No. 1 spot, and West Virginia landed at No. 50.

To compile the list, WalletHub evaluated 34 metrics from two categories: job market and economic environment. It then crunched the numbers to create a score for each state. A score of 100 represents the most favorable conditions for job seekers.

Texas ranked 25th in the job market category and second in the economic environment category. Texas’ eighth-place showing was based on a score of 59.23.

“The best states for jobs make it easier for residents to find and retain jobs, and employers in these states also offer very competitive compensation and benefits,” WalletHub analyst Chip Lupo said. “In addition, the top states are great places for people looking to raise a family, ranking among the best states for working parents.”

Data released in late October shows Texas led all states for job growth during the 12-month period that ended in September. In that time, Texas added 154,300 jobs at an annual rate of 1.1 percent.

“Texas is America’s jobs leader,” Gov. Greg Abbott said in a press release. “Businesses big and small invest with confidence in Texas and in our growing and skilled workforce. That means bigger paychecks for more Texans and more opportunities for Texas families to prosper for years to come.”

Abbott noted Texas reigns as the top state for attracting job-producing businesses and creating jobs at small businesses.

The Houston metro area actually saw a decline in new jobs in September, losing 7,300 jobs compared with the previous month. On a year-over-year basis, the region added 13,500 jobs, with professional and business services, construction, and private education and health services leading the growth.

7+ can't-miss Houston business and innovation events for November

where to be

Editor's note: From life sciences to space and energy, Houston's most notable sectors will host signature conferences and opportunities to connect this month. Here’s what not to miss in November and how to register. Please note: this article may be updated to add more events.

Nov. 4 — Startup Heat Simulation

Build a team and simulate fundraising, team building, resource allocation and go-to-market decisions that real founders face in their startup journey. This in-person simulation event helps prepare participants for when the stakes are real.

This event is Wednesday, Nov. 4, from 9 a.m.-noon at the Ion. Register here.

Nov. 9 — HAN Life Science Kick-off

Houston Angel Network will host this engaging event focused on AI in the clinical space. Expect panel discussions, networking and pitches from HAN portfolio companies. Dr. Peter Pisters, former president of M.D. Anderson, will deliver a keynote address.

This event is Monday, Nov. 9, from 4-8 p.m. at the Texas A&M School of Engineering and Medicine. Register here.

Nov. 10 — Texas Life Science Forum

Rice Alliance and BioHouston will host the 15th annual Texas Life Science Forum this month, bringing together industry, emerging life science companies, academics and investors. Nearly 50 companies will present their novel concepts during the event. Michael Tores, founder and former CEO of CrossBridge Bio, will be featured in a fireside chat. Dr. Arthur Sands, president and CEO of Nurix, will present the keynote address.

This event is Tuesday, Nov. 10, from 4-5:15 p.m. at Rice University's McNair Hall. Register here.

Nov. 11 — Envision 2026: Clinical Research, Reimagined

TMCi's annual Envision conference returns this month. This year, the event will take a look at what sets Houston apart as a hub for clinical research and how TMC is exploring strategies to address the roadblocks Houston and Texas face in clinical trial efficiency.

This event is Wednesday, Nov. 11, from 3:30-6 p.m. at TMC Innovation Factory. Register here.

Nov. 11 — First Principles: Inside the Texas A&M Space Institute

Dr. Rob Ambrose, associate director of the Texas A&M Space Institute, will present on the Texas A&M Space Institute's planned 400,000-square-foot facility at NASA’s Exploration Park at the latest installment of this series. A moderated Q&A will follow.

This event is Wednesday, Nov. 11, from 3:30-6 p.m. at TMC Innovation Factory. Register here.

Nov. 12 — Technology Transfer Thursdays

Join for the third installment of Tech Transfer Thursdays, hosted by Rice University's Office of Technology Transfer. The event series focuses on how emerging university research can become commercial ventures. This month's event will focus on artificial intelligence and quantum computing. Stick around after for a community happy hour.

This event is Thursday, Nov. 12, from 5:30-7 p.m. at the Ion. Register here.

Nov. 12 — Transition on Tap

Greentown Labs’ signature networking event returns in November to foster conversations and connections within Houston's climate and energy transition ecosystem. Entrepreneurs, investors, students, philanthropists and more are invited to attend, meet colleagues, discuss solutions and engage with the growing community.

This event is Thursday, Nov. 12, from 5:30-7 p.m. at Greentown Labs. Register here.

Nov. 18-19 — American Data Centers & AI Conference and Exhibition 2026

Set to redefine the intersection of energy and digital infrastructure, the American Data Centers & AI Conference and Exhibition convenes in Houston for its second annual event. The event will address the increasing demand for high-performance computing and the sustainable development of AI infrastructure, which requires significant power. Participants can expect to learn about practical solutions in energy integration, modern data center design, and scalable approaches. The agenda includes presentations from leading experts, demonstrations of new technologies for thermal management and grid optimization, and detailed discussions on AI's environmental impact and how to reuse generated heat.

This event begins Nov. 18 at the DoubleTree Hotel at Greenway Plaza. Register here.

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