Skip to main content

Rice's D2K Lab Offers Companies Free Data Science Assistance

Published Mar 03, 2021 by A.J. Mistretta

Rice University exterior

Businesses and organizations in the Houston region looking to better understand their data to help make smarter decisions have a resource at Rice University. 

Rice’s Center for Transforming Data to Knowledge, or D2K Lab, offers a weekly Data Science Consulting Clinic where organizations can get advice on how to collect, analyze and use their business data to plan for the future. It’s just one of the offerings of the center, which also manages its Capstone program that helps companies, researchers in the Texas Medical Center and community organizations run big data projects over the course of a semester or year. 

“These programs offer our students an opportunity to work with real world data science challenges while at the same time helping our partners leverage our student talent, as well as computational and machine learning capabilities, to find the solutions they need,” said Jennifer Sanders, program administrator for the D2K Lab. “Our consulting clinic is great because it’s free, it’s open to the public and it gives organizations and companies ideas on how to start to look at this data they have in new and useful ways.” 

Client organizations can schedule a virtual appointment with students and faculty in the clinic each Monday between 1:30 and 4:30 p.m. Students use this time to understand the challenges and objectives of the organization and then take the remainder of the week to develop a plan for the client to collect and use the data they need. Clients even get an additional free consultation with their team to help analyze the data they begin to collect. For example, a restaurant manager wanting to project his maintenance costs in the year ahead could work with clinic students to develop a statistical model analyzing previous costs and making projections to assist with the restaurant’s overall budget. 

Before COVID-19, the clinic was a drop-in offering for organizations who were able to visit the Rice campus. Now that it’s gone virtual, the clinic’s reach has expanded to more organizations across the metro area, Sanders said. 

The clinic has assisted more than 100 different organizations over the last two years, and more are learning about the opportunity each week. 

“This work gives our students the experience of working on teams, presenting their findings—all of the things that make them a better professional,” said Shanna Jin, communications specialist with the D2K Lab. “What we’re really doing is training the next generation of real-world problem solvers.” 

The information and data shared with the Lab is protected under sponsored research agreements for Capstone projects and waivers for clinic clients. 

Learn more about the program and schedule an appointment at the clinic

Related News

Digital Technology

innovateHOU: Why Digital Tech Startups Choose Houston

3/13/24
Houston’s tech scene has made many strides in recent years to set a foundation for startups to thrive, from founding to late stage, across industries. With a wealth of incubators coming online and a sharp uptick in venture capital funding, startups now have more landing spots and opportunity for growth in Houston than ever before.   We spoke to three tech startups about their experiences in Houston, including two that launched last year and one that recently relocated to Houston.   Envana Software Solutions Envana, a software-as-a-service company built to organize, model and forecast oil and gas industry emissions, has experienced tremendous growth since its launch in January 2023. The startup is a joint venture by Halliburton and Siguler Guff.  Envana's growth is marked by clients including the world’s second-largest oilfield services provider, national oil companies in APAC and Europe, and leading U.S. service providers. As the company prepares for future goals, Envana says it is looking not only to respond to demands within oil and gas, but to other energy sectors to help corporations manage their emissions.  “There’s no better place in the world for an oil and gas SaaS company to be based than Houston, Texas.  Houston is the ideal birth city for an energy startup.  For Envana –a Halliburton JV with private equity firm Siguler Guff– the city’s features, including access to investment capital, industry experts, and thought leadership in the evolving energy space, make it a prime geography. The number of energy companies based in Houston looking for innovative industry solutions is unparalleled elsewhere in the world.”  - Sally Lechin, Global Marketing, Envana  Allthenticate  Allthenticate describes itself as a cybersecurity startup on a mission to create seamless and efficient security solutions for companies via a smartphone application. The company is primarily focused on security at tech companies, though they intend to expand more of their presence to medtech and energy.   Allthenticate’s story began in 2012 as co-founder Dr. Chad Spensky pursued his PhD, eventually earning a job as a security researcher at MIT working to find gaps in security. Spensky and co-founder Rita Mounir teamed up at a startup competition at UC-Santa Barbara, taking first place and getting traction with early investors. The company was headquartered in Santa Barbara until 2022, when Spensky and his wife relocated to Houston. Allthenticate officially relocated to downtown later that year following a short stint in The Ion and learning of the many advantages the region offers as a hub for headquarters.  Allthenticate is going through another fundraising round following a $3.9 million round in 2022. The team says it remains focused on perfecting the hardware, software and application amid a rapidly changing list of security challenges, including deepfakes.  “As we’re pushing so many world’s firsts in our industry, I think our goal is to become the premier identity and access management company in the world. A lot of giants are trying to catch up, but I think we have an advantage here in what we’re doing and what we’ve built so far. In five years, I believe we will be THE identity management solution.” – Rita Mounir, Co-founder, Allthenticate  Think Diffusion  In 2023, three-time startup founder Phu Ngo produced Think Diffusion, an advanced AI video production platform. Think Diffusion has already established itself with noteworthy names, producing animated content for Toyota, McDonald’s and even a music video for Toni Braxton. Think Diffusion leverages cutting-edge open-source AI technologies to offer a comprehensive and integrated platform for AI art and video generation. Its commitment to open-source has led three universities - Swiss Federal Institute of Technology Lausanne, PVCC-Melbourne, and the National University of Singapore - to adopt Think Diffusion for their innovation labs.  Think Diffusion was started by Ngo, a Vietnamese-born Houstonian whose family found opportunity in the Lone Star State as he was growing up. Following an education at UT-Austin and UC-Santa Barbara, Ngo established himself as a software developer, eventually launching three startups. Think Diffusion spun out of Kinetic Chain Labs following a special request for animated video content, which resulted in an ultra-sophisticated art generator. For Ngo, Houston serves as an ideal place to start a business and call home.  “Houston is home for me, it has great tax advantages and there’s a lot to like. I’m excited by the growing tech hub forming here – I think the startup community at the Ion is a great example of that. On top of that, the food is amazing, the weather is great, and you get a great ROI on your money – it’s amazing here in terms of quality of life.” – Phu Ngo, CEO, Think Diffusion  Currently, Think Diffusion states that it is working on launching new experimental open-source products, expanding into AI-generated text and music, and increasing its focus on the education industry. Looking ahead, the team is ready to embrace the challenges and advantages that the future of AI could bring.  Learn more about Houston’s tech and innovation ecosystem. 
Read More
Education

Houston Universities and Colleges Witnessing Major Growth in Endowments

2/22/24
In recent years, Houston's academic landscape has witnessed a remarkable surge in endowments among its universities and colleges, garnering substantial support from donors for their efforts in driving innovation, advancing research and bolstering the region’s future workforce.  In 2021, Rice University exemplified this trend by achieving an endowment exceeding $8 billion. Building upon this success in 2022, the university maintained its strong position by securing the second-largest endowment assets in the Houston area, totaling an impressive $7.8 billion, as reported in the university's Endowment Report.  These substantial endowment assets serve as the cornerstone of Rice's financial stability, enabling the institution to fuel various initiatives aimed at advancement. From expanding faculty and introducing innovative programs to constructing cutting-edge facilities, the university's investments pave the way for groundbreaking research endeavors.  In 2023, Rice unveiled its most ambitious project yet—the Ralph S. O'Connor Building for Engineering and Science, sprawling 250,000 square-foot facility devoted to research, the university’s largest to date. Designed to foster collaboration among students and researchers, the building promises to be a hub for groundbreaking discoveries. Its realization was made possible by a generous $57 million donation from the founder of Ralph S. O'Connor & Associates.  San Jacinto College saw the largest growth in endowment assets among local universities and colleges, jumping from $7.4 million in 2019 to $25.2 million in 2022, according to the university’s Donor Impact Report.   In 2021, the college received its most substantial donation in history, a $30 million contribution from philanthropist Mackenzie Scott. This gift now supports the Student Success Fund Endowment to expand Promise @ San Jac Scholarships, which provides free tuition to recent graduates from local ISDs.  Additionally, in 2023, the college received $1.5 million from Houston Endowment to launch its second bachelor’s degree – a Bachelor of Applied Science in Education with an emphasis in early childhood education, which aims to fill the region’s teacher shortage.   As these institutions continue to see a rapid flow of philanthropic investments, the growth in endowments plays a pivotal role in enhancing educational opportunities and resources for students. Simultaneously, this serves as a catalyst for attracting top talent and cultivating a skilled pool of graduates prepared to meet the evolving needs of the region’s workforce.  Learn more about Houston’s universities and colleges.  
Read More

Related Events

Economic Development

State of Education

The Greater Houston Partnership invites you to the State of Education on May 9 at the Royal Sonesta. The success of our region relies on a thriving public education system providing equitable…

Learn More
Learn More
Executive Partners