University of Houston System debuts new program to develop clean energy workforce

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The program will allow students to learn at their own pace, and is supported seven days a week by tutorial and technical staff, and offers flexible payment options with a low initial registration fee. Photo by Brett Sayles/Pexels

University of Houston-Downtown announced a new Wind Turbine Technician Certificate Program.

UHD’s goal with the new program is to address the global need for workers skilled in servicing, diagnosing, repairing and installing wind turbines and other associated equipment.

The program will allow students to learn at their own pace, and is supported seven days a week by tutorial and technical staff, and offers flexible payment options with a low initial registration fee.

Some courses can be purchased as students work through them.The total cost is $1,750 for the entire program.

The course will be delivered in partnership with George Brown College in Toronto. George Brown College is a leader in distance learning, and one program highlight will be its 3D interactive wind turbine simulator. The wind turbine simulator will have key features like real-time visualization, interactive operation, pre-built lab projects, and Pitch and Yaw Ladder Logic applications, which shows how Programmable Logic Controllers (PLCs) are used to provide automatic control of wind turbines.

“The programs we develop at George Brown College feature robust technical simulation software so we can reach different students, like those looking to diversify their skills and can’t attend full time because of family or work commitments,” Colin Simpson, dean of continuous learning, says in a news release. “Additionally, our partnership with University of Houston-Downtown allows us to extend our reach to help train the U.S. clean energy workforce.”

According to Global Wind Energy Council’s Global Wind Report 2023, over half a million new wind technicians will be needed by 2026 to service the expected capacity increases, as wind generation is expected to more than double by 2030. Texas produces 26 percent of all U.S. wind-sourced electricity.

“Wind energy is one of the fastest-growing energy sources in the world, and as the largest wind producer in the United States, there is a growing need for skilled technicians in Texas,” UHD President Loren J. Blanchard adds. “By partnering with George Brown College, we’re able to leverage a unique online program to develop a skilled workforce for the wind energy sector in the state and beyond.”

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This article originally ran on EnergyCapital.

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Here's what Houston tech is making a difference locally amid the pandemic. Photo via Getty Images

How technology helped Houston fight against the pandemic

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The entire world came to a standstill when the COVID-19 pandemic came knocking at the door, and Houston was no different than the rest. Businesses got shut down, people were losing jobs left and right, the medical infrastructure was wheezing from the huge patient-influx, and whatnot.

However, the Space City managed to weather the storm thanks to its firm resolve and technological interventions from Houston-based businesses and several other players. But that doesn't mean we are out of the woods yet.

The silver lining, however, is that we now know the threat can be mitigated with the help of technologies at our disposal. In this article, we'll discuss how technology has facilitated the fight against the pandemic. Some of the local businesses from Houston also had a significant role to play in providing an arsenal for this war, and we'll be discussing their contribution as well. So let's get started:

Remote healthcare assistance with smart data collection and management

The biggest challenge at the beginning of the pandemic was to provide proper care to those exposed to the virus without putting the lives of frontline workers in danger. On top of that, hospitals also had to make sure that patients suffering from other illnesses do not come into contact with the virus.

With the number of patients rising exponentially, the medical infrastructure could've never been able to cope up if it were not for telemedicine. It's a combination of remote and data technologies that allow healthcare workers to assist and treat patients without going in their physical proximity.

Houston's Medical Informatics Corp. did some exceptional work in making remote healthcare a feasible option for medical institutions. Their solution aims at collecting accurate and comprehensive data that'll further allow physicians to provide better care to the patients. While the luxury of social distancing is among the most significant benefits of this solution, there are several other benefits in the long run.

Since MIC's solution focuses on collecting quality data from all the possible data points, the information can also help identify any significant trends in how the virus is affecting the patients. Artificial intelligence and machine learning seem like the perfect allies to bolster MIC's solution further.

The tech also allows for patients to get quality consultation from experts located in other geographical locations. Hospitals can also leverage such an infrastructure to scale up and down with ease by quickly bringing in more remote caregivers in case of a spike in patients' numbers.

Telemedicine has been brilliant in helping the world deal with the coronavirus pandemic and paved the way for a revamped healthcare infrastructure in the future. The one in which affordable healthcare is a norm and physical distances are not an issue anymore.

Drones and robots for sanitization and upkeep

Once the lockdown restrictions were slowly uplifted, businesses needed to be more cautious about sanitizing the facilities and ensure there was no reason forcing them to close the shop again. The challenge turned out to be bigger for larger facilities as they can't simply deploy a large workforce to take care of it. It would be impossible to follow social distancing norms under such circumstances.

Many stadiums in Houston concluded that employing drones for the job is the way to go, and they couldn't have been more correct. Texas Medical Technology used 'SaniDrones' to spray disinfectants over large facilities and equipment. These drones are pretty much like what is used for agricultural fields and carry large amounts of spraying material at a time to get the job done.

The company also has an army of various other robots that can help businesses abide by pandemic norms. They have one that automatically puts protective coverings on the visitor's shoes to help prevent outside elements from entering the facility. Then they also have a robot that can take orders from customers in restaurants. It can show them 3-D menus and expertly ask customers what they'd like to order. They also offer SaniGate, which disinfect visitors before entering the premises, thus curbing the spread of the virus.

Airobotics is another Houston-based company coming up with technologically advanced solutions for businesses to deal with the pandemic. They provide drones to industrial players, such as oil and gas companies, to monitor and inspect the facility. The drones collect information critical to such plants' smooth functioning and prevent the analysts from going around and touching surfaces on the plant.

The pandemic made us realize that we can't always rely on human workers to care for the fieldwork. Drones and robots provide a suitable alternative to such jobs, and as these solutions get more commonplace, we can also expect them to get more affordable.

Bringing the economy back to life by keeping the virus out of the ecosystem

The economic slowdown brought by the coronavirus is unlike what most of us could even comprehend. With small businesses taking the biggest hit and a good fraction of them shutting down forever, it's necessary for the remaining ones free from the clutches of the pandemic.

And one of the better ways to do that is by minimizing the virus's spread at places where people frequent the most. One of the primary reasons for the coronavirus to be so transmissible is because of how it can travel through seemingly healthy carriers. It might cause a mild fever in some, but that usually doesn't keep people from getting out.

DataVox, a Houston based tech company, provides thermal scanners to make sure possibly infected humans stay away from the virus. The thermal scanners provided by them only check for the temperature and don't affect the privacy of those being scanned. It's a seemingly simple but effective way to deal with such a dangerous element.

Another positive news in this context is that researchers at the University of Houston have designed an air filter capable of filtering out the coronavirus to a great deal of effectiveness. Once commercially available, this can be installed in closed facilities and ensure the virus doesn't enter even through the vents.

There is no doubt that leveraging technology is the way to go forward despite how the situation unfolds. Houston is now implementing smart city solutions with the same thing in mind, and we should also be following their lead.

With a workforce of skilled software developers in Houston, and the city's rich background in technology, the adoption of tech measures should not turn out to be a tough deal. And Houston-based firms coming up with advanced solutions is only a good sign for the city.

Let's hope we'll be seeing more of these in the future, and more Houston businesses will help the city and the world fight this pandemic.

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Colin Simpson is project manager at BlueKite Apps, which recently started its software development services in Houston.

Houston's startups and small businesses have a ways to go to truly survive the pandemic, and they should move forward with these things in mind. Emilija Manevska/Getty Images

Here's how COVID-19 has affected Houston startups — and what they need to know moving forward

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The effect of COVID-19 on Houston's economy has been unprecedented. While evidence on this impact is only beginning to emerge, it is clear that the economic damage has been particularly severe for startups and small and growing businesses in emerging markets.

Given the importance of startups and small businesses to economic growth and job creation, the survival of these businesses must be a critical part of the global recovery. For example, there are many companies that have seen this pandemic as an opportunity and started providing COVID-19-related services.

Startups are facing financial challenges on multiple fronts

According to a study from Houston Exponential's:

  • Thirty percent of startups reported a loss of revenue due to client uncertainty or delayed contracts. With almost 85 percent of startups identifying as B2B or B2C, many companies are seeing previously guaranteed revenues shrink as enterprise clients cut costs.
  • Twenty-one percent of startups reported paying talent as their biggest talent/hiring challenge. The main concern isn't with finding qualified candidates, it's being able to pay for them. Founders stated that the talent exists, but they can't afford them, or candidates aren't willing to accept a lower salary for equity.
  • Nineteen percent of startups reported a 10 to 20 percent decrease in fundraising valuations. This statistic only includes startups that were raising before and during COVID-19. And 71 percent reported no change in valuations.
  • Fourteen percent of startups reported moving to remote work as their biggest operational challenge. This includes both internal challenges as well as working with clients and prospective customers remotely.

How startups have been using funding amid COVID-19

Post $1 million in funding, the hiring focus shifts to product development.

  • Companies that have raised less than $1 million are looking to drive growth, find sources of revenue and improve their top-line metrics through biz dev, marketing, and sales.
  • Companies that have raised more than $1 million are focusing more on building out and improving their product by hiring engineers and product managers

Note: The median seed round for Houston startups over the past 3 years was $1.9 million and the median angel deal was $610,000, according to Pitchbook.

Tips for surviving the pandemic

The Small Business Continuity Checklist is a diagnostic tool to navigate times of disruption, covering two key areas of management — financial and strategic.

Financial Management Tasks

  • Address future cash shortages, for example, what expenses could be reduced, such as travel and marketing, which operations can be temporarily paused.
  • Consider steps to increase cash coming into the business such as focusing more on product lines/ services that continue to sell well.
  • Explore what grants, subsidies, or loans are available and the eligibility requirements. For example, The Cannon's CERT Program. Here's a list of resources for Houston startups and SMBs.
  • Recycle, re-purpose, or dispose of old or slow-moving stock or inventory. Explore the possibility of sales under special conditions, in order to reduce the projected losses on inventories. Review purchasing policies to prevent overspending on stock/inventory.

Strategic Management Tasks

  • Since user retention is crucial for your future growth, you can provide free subscriptions, contactless delivery, and waive fees to address a larger user base and enhance customer experience. For example, many online learning sites are providing free access to their live and video classes. Similarly, in the healthcare and fitness space, companies can provide for free virtual classes and shift to providing online consultations. Cure.Fit, fitness startup has provided free access to their live classes for 90 days. All hyperlocal delivery companies have rolled out 'contactless delivery' to minimize any contact between the customer and the delivery executive. They have also urged customers to adopt 'digital payments' to again minimize any human contact.
  • Nowadays, most startups and SMBs rely on different kinds of software, web apps, and/or mobile apps. Furthermore, many businesses are dependent on such digital platforms. If you are developing any digital solution then you should consider outsourcing some part of development/design work to app development in Houston to reduce the cost. You can find more local options from sites like Clutch or Upcity.
  • Ensure productivity while working remotely. While fostering collaboration has long been a defined way of working in most modern businesses, proximity is a variable that has always been taken for granted. Don't just limit to video conferencing, also invest in project management tools, time tracking tools, communication tools etc.
  • Build trust, support staff, and understand emotional concerns and the importance of personal well being.

Startups are the engines of progress. Small businesses are the backbone of America. Stay safe. Stay healthy. And keep persevering. No matter how severe and disruptive this crisis is, one thing is for sure, the war on this pandemic will be won.

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Colin Simpson is project manager at BlueKite Apps, which recently started its software development services in Houston.

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11 Houston researchers named to Rice innovation cohort

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The Liu Idea Lab for Innovation and Entrepreneurship (Lilie) has named 11 students and researchers with breakthrough ideas to its 2026 Rice Innovation Fellows cohort.

The program, first launched in 2022, aims to support Rice Ph.D. students and postdocs in turning their research into real-world ventures. Participants receive $10,000 in translational research funding, co-working space and personalized mentorship.

The eleven 2026 Innovation Fellows are:

Ehsan Aalaei, Bioengineering, Ph.D. 2027

Professor Michael King Laboratory

Aalaei is developing new therapies to prevent the spread of cancer.

Matt Lee, Bioengineering, Ph.D. 2027

Professor Caleb Bashor Laboratory

Lee’s work uses AI to design the genetic instructions for more effective therapies.

Thomas Howlett, Bioengineering, Postdoctoral 2028

Professor Kelsey Swingle Laboratory

Howlett is developing a self-administered, nonhormonal treatment for heavy menstrual bleeding.

Jonathan Montes, Bioengineering, Ph.D. 2025

Professor Jessica Butts Laboratory

Montes and his team are developing a fast-acting, long-lasting nasal spray to relieve chronic and acute anxiety.

Siliang Li, BioSciences, Postdoctoral 2025

Professor Caroline Ajo-Franklin Laboratory

Li is developing noninvasive devices that can quickly monitor gut health signals.

Gina Pizzo, Statistics, Lecturer

Pizzo’s research uses data modeling to forecast crop performance and soil health.

Alex Sadamune, Bioengineering, Ph.D. 2027

Professor Chong Xie Laboratory

Sadamune is working to scale the production of high-precision neural implants.

Jaeho Shin, Chemistry, Postdoctoral 2027

Professor James M. Tour Laboratory

Shin is developing next-generation semiconductor and memory technologies to advance computing and AI.

Will Schmid, Electrical and Computer Engineering, Postdoctoral 2025

Professor Alessandro Alabastri Laboratory

Schmid is developing scalable technologies to recover critical minerals from high-salinity resources.

Khadija Zanna, Electrical and Computer Engineering, Ph.D. 2026

Professor Akane Sano Laboratory

Zanna is building machine learning tools to help companies deploy advanced AI in compliance with complex global regulations.

Ava Zoba, Materials Science and Nano Engineering, Ph.D. 2029

Professor Christina Tringides Laboratory

Zoba is designing implantable devices to improve the monitoring of brain function following tumor-removal surgery.

According to Rice, its Innovation Fellows have gone on to raise over $30 million and join top programs, including The Activate Fellowship, Chain Reaction Innovations Fellowship, the Texas Medical Center’s Cancer Therapeutics Accelerator and the Rice Biotech Launch Pad. Past participants include ventures like Helix Earth Technologies and HEXASpec.

“These fellows aren’t just advancing science — they’re building the future of industry here at Rice,” Kyle Judah, Lilie’s executive director, said in a news release. “Alongside their faculty members, they’re stepping into the uncertainty of turning research into real-world solutions. That commitment is rare, and it’s exactly why Lilie and Rice are proud to stand shoulder-to-shoulder with them and nurture their ambition to take on civilization-scale problems that truly matter.”

Houston startup debuts new drone for first responders

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Houston-based Paladin Drones has debuted Knighthawk 2.0, its new autonomous, first-responder drone.

The drone aims to strengthen emergency response and protect first responders, the company said in a news release.

“We’re excited to launch Knighthawk 2.0 to help build safer cities and give any city across the world less than a 70-second response time for any emergency,” said Divyaditya Shrivastava, CEO of Paladin.

The Knighthawk 2.0 is built on Paladin’s Drone as a First Responder (DFR) technology. It is equipped with an advanced thermal camera with long-range 5G/LTE connectivity that provides first responders with live, critical aerial awareness before crews reach the ground. The new drone is National Defense Authorization Act-compliant and integrates with Paladin's existing products, Watchtower and Paladin EXT.

Knighthawk 2.0 can log more than 40 minutes of flight time and is faster than its previous model, reaching a reported cruising speed of more than 70 kilometers per hour. It also features more advanced sensors, precision GPS and obstacle avoidance technology, which allows it to operate in a variety of terrains and emergency conditions.

Paladin also announced a partnership with Portuguese drone manufacturer Beyond Vision to integrate its Drone as a First Responder (DFR) technology with Beyond Vision’s NATO-compliant, fully autonomous unmanned aerial systems. Paladin has begun to deploy the Knighthawk 2.0 internationally, including in India and Portugal.

The company raised a $5.2 million seed round in 2024 and another round for an undisclosed amount earlier this year. In 2019, Houston’s Memorial Villages Police Department piloted Paladin’s technology.

According to the company, Paladin wants autonomous drones responding to every 911 call in the U.S. by 2027.

Rice research explores how shopping data could reshape credit scores

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More than a billion people worldwide can’t access credit cards or loans because they lack a traditional credit score. Without a formal borrowing history, banks often view them as unreliable and risky. To reach these borrowers, lenders have begun experimenting with alternative signals of financial reliability, such as consistent utility or mobile phone payments.

New research from Rice Business builds on that approach. Previous work by assistant professor of marketing Jung Youn Lee showed that everyday data like grocery store receipts can help expand access to credit and support upward mobility. Her latest study extends this insight, using broader consumer spending patterns to explore how alternative credit scores could be created for people with no credit history.

Forthcoming in the Journal of Marketing Research, the study finds that when lenders use data from daily purchases — at grocery, pharmacy, and home improvement stores — credit card approval rates rise. The findings give lenders a powerful new tool to connect the unbanked to credit, laying the foundation for long-term financial security and stronger local economies.

Turning Shopping Habits into Credit Data

To test the impact of retail transaction data on credit card approval rates, the researchers partnered with a Peruvian company that owns both retail businesses and a credit card issuer. In Peru, only 22% of people report borrowing money from a formal financial institution or using a mobile money account.

The team combined three sets of data: credit card applications from the company, loyalty card transactions, and individuals’ credit histories from Peru’s financial regulatory authority. The company’s point-of-sale data included the types of items purchased, how customers paid, and whether they bought sale items.

“The key takeaway is that we can create a new kind of credit score for people who lack traditional credit histories, using their retail shopping behavior to expand access to credit,” Lee says.

The final sample included 46,039 credit card applicants who had received a single credit decision, had no delinquent loans, and made at least one purchase between January 2021 and May 2022. Of these, 62% had a credit history and 38% did not.

Using this data, the researchers built an algorithm that generated credit scores based on retail purchases and predicted repayment behavior in the six months following the application. They then simulated credit card approval decisions.

Retail Scores Boost Approvals, Reduce Defaults

The researchers found that using retail purchase data to build credit scores for people without traditional credit histories significantly increased their chances of approval. Certain shopping behaviors — such as seeking out sale items — were linked to greater reliability as borrowers.

For lenders using a fixed credit score threshold, approval rates rose from 15.5% to 47.8%. Lenders basing decisions on a target loan default rate also saw approvals rise, from 15.6% to 31.3%.

“The key takeaway is that we can create a new kind of credit score for people who lack traditional credit histories, using their retail shopping behavior to expand access to credit,” Lee says. “This approach benefits unbanked applicants regardless of a lender’s specific goals — though the size of the benefit may vary.”

Applicants without credit histories who were approved using the retail-based credit score were also more likely to repay their loans, indicating genuine creditworthiness. Among first-time borrowers, the default rate dropped from 4.74% to 3.31% when lenders incorporated retail data into their decisions and kept approval rates constant.

For applicants with existing credit histories, the opposite was true: approval rates fell slightly, from 87.5% to 84.5%, as the new model more effectively screened out high-risk applicants.

Expanding Access, Managing Risk

The study offers clear takeaways for banks and credit card companies. Lenders who want to approve more applications without taking on too much risk can use parts of the researchers’ model to design their own credit scoring tools based on customers’ shopping habits.

Still, Lee says, the process must be transparent. Consumers should know how their spending data might be used and decide for themselves whether the potential benefits outweigh privacy concerns. That means lenders must clearly communicate how data is collected, stored, and protected—and ensure customers can opt in with informed consent.

Banks should also keep a close eye on first-time borrowers to make sure they’re using credit responsibly. “Proactive customer management is crucial,” Lee says. That might mean starting people off with lower credit limits and raising them gradually as they demonstrate good repayment behavior.

This approach can also discourage people from trying to “game the system” by changing their spending patterns temporarily to boost their retail-based credit score. Lenders can design their models to detect that kind of behavior, too.

The Future of Credit

One risk of using retail data is that lenders might unintentionally reject applicants who would have qualified under traditional criteria — say, because of one unusual purchase. Lee says banks can fine-tune their models to minimize those errors.

She also notes that the same approach could eventually be used for other types of loans, such as mortgages or auto loans. Combined with her earlier research showing that grocery purchase data can predict defaults, the findings strengthen the case that shopping behavior can reliably signal creditworthiness.

“If you tend to buy sale items, you’re more likely to be a good borrower. Or if you often buy healthy food, you’re probably more creditworthy,” Lee explains. “This idea can be applied broadly, but models should still be customized for different situations.”

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This article originally appeared on Rice Business Wisdom. Written by Deborah Lynn Blumberg

Anderson, Lee, and Yang (2025). “Who Benefits from Alternative Data for Credit Scoring? Evidence from Peru,” Journal of Marketing Research.

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