Here's who's making the call for this year's Houston Innovation Awards. Photos courtesy

Ten Houstonians are in the hot seat for deciding the best companies and individuals in Houston's innovation ecosystem.

InnovationMap has announced its 2023 Houston Innovation Awards judging panel, which includes startup founders, nonprofit leaders, investors, corporate innovators, and more.

The 10 selected judges will evaluate applications from the nearly 400 nominations that were submitted this year. The judges will be using their expertise to evaluate the nominees' applications, which are due to InnovationMap by midnight on October 4.

Read about this year's judges below, and don't forget to secure your tickets to the November 8 event to see who the panel selects as the winners for the annual celebration of Houston innovation.

Natara Branch, CEO of Houston Exponential

Houston Exponential was founded to amplify and support the city's innovation ecosystem, and Natara Branch has been leading this initiative since appointed as CEO last year. For the second year, HX is partnering with InnovationMap on the Houston Innovation Awards.

Born in Germany and raised all around Texas, Branch — a University of Houston alumna — previously was the first African American woman to hold a vice president position at the NFL. Based in New York, she oversaw operations in various leadership roles at the NFL for over 18 years.

Barbara J. Burger, former Trailblazer Award recipient

Barbara J. Burger, former vice president of innovation at Chevron and president of Chevron Technology Ventures, was the inaugural recipient of the Trailblazer Award at the 2021 Houston Innovation Awards, which was previously called the InnovationMap Awards.

A self-proclaimed “graduate” from Chevron, she is senior adviser to Lazard, a member of the Greentown Labs Board of Directors, adviser to Syzygy Plasmonics, Epicore Biosystems, and Sparkz Inc., and several other energy transition and philanthropic roles. Burger holds a bachelor’s degree in chemistry from the University of Rochester, a doctoral degree in chemistry from the California Institute of Technology, and an academic honor MBA in finance from the University of California, Berkeley.

Devin Dunn, head of the Accelerator for Health Tech at TMC Innovation

As head of the Accelerator for Health Tech at the Texas Medical Center's Innovation Factory, Devin Dunn works hands on with startups — specifically to help them refine their business models and plan to scale — every day.

Prior to joining TMCi, Dunn was an early employee at a London-based digital health startup. She earned her bachelor’s degree in Biological Basis of Behavior and Healthcare Management from the University of Pennsylvania and received her Master’s in Public Health from the University of Texas Health Science Center.

Noah Fons, senior coordinator of regional economic development at the Greater Houston Partnership

Working within regional economic development at the Greater Houston Partnership, Noah Fons has the pulse on companies expanding to Houston. Previously, he worked at Houston Exponential, so he also understands Houston's evolving innovation ecosystem. He studied economics at Rice University.

Aziz Gilani, managing director at Mercury Fund

As managing director at Houston-based venture capital firm Mercury, Aziz Gilani focuses on investments in enterprise SaaS, Cloud, and data science startups. He's worked at the firm for over 15 years.

A Kauffman Fellows Program graduate, he received his bachelor's degree from the University of Texas and his MBA from Northwestern University’s Kellogg School of Management. Gilani also serves in advisory roles for the Mayor of Houston’s Tech and Innovation Council, Seed Accelerator Rankings, and SXSW Interactive and is an adjunct professor of entrepreneurship at Rice’s Jones Graduate School of Business where he teaches a course on venture capital.

Natalie Harms, editor of InnovationMap

For the third year, Natalie Harms will represent InnovationMap on the annual awards judging panel as the founding editor of InnovationMap the host of the Houston Innovators Podcast.

Recently named the editor of EnergyCapitalHTX, a newly launched sister site to InnovationMap focused on Houston's role within the energy transition, she reports on innovation, technology, energy transition — and their impact on the city of Houston. A Houston native, she's worked as a business journalist for almost a decade and has a degree in journalism from the University of Houston and a certificate in publishing from New York University.

Moji Karimi, co-founder and CEO of Cemvita Factory

Moji Karimi and his co-founder and sister, Tara Karimi, were honored at last year's Houston Innovation Awards as the winners of the Green Impact Business award. Cemvita Factory, their fast-growing startup, uses biotech to sustainably create materials to lower its customers carbon footprints.

Prior to launching Cemvita in 2018, Karimi held leadership roles at Weatherford and Biota Technology. He serves as a board member for CleanTX and adviser to Houston-based ComboCurve Inc.

Margarita Kelrikh, associate at Latham & Watkins

As associate in the Emerging Companies group at Latham & Watkins in Houston, Margarita Kelrikh has supported the firm's growing startup clients since her appointment last year. Prior to joining the firm, she held in-house counsel positions at a few companies, including WeWork.

She received her bachelor's degree at the University of Chicago and her law degree at Columbia School of Law.

Brad Rossacci, creative director at Accenture

Brad Rossacci is creative director at Accenture, where he's worked since 2018. He also co-founded and co-hosts the Curiosity Podcast. A Texas A&M University alumnus and self-proclaimed "rebellious optimist," Rossacci is passionate about Houston and innovation.

Maggie Segrich, co-founder of Sesh Coworking

As co-founder and CFO of inclusive coworking company, Sesh Coworking, Maggie Segrich is dedicated to supporting entrepreneurs of all backgrounds. Last year, Sesh Coworking won the Female-Founded Business category for the Houston Innovation Awards.

She serves as board member for Midtown Management District, where Sesh is located, and board chair for nonprofit, Magpies & Peacocks.

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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.