data to knowlege

Rice University's data-focused lab presents unique opportunity for startups and small businesses

The Rice D2K Lab wants to help startups and small businesses solve business concerns with data science. Photo courtesy of Rice University

A data-focused lab at Rice University is training the next generation of data scientists. However, the students at the Rice D2K Lab are doing more than just learning about the significance of data, machine learning, and artificial intelligence — they're working as data scientists now.

Businesses — large and small — can come into the lab and have Rice students and faculty work on data projects in both short-term and long-term capacity. One semester, a group of students worked with 311 call data for the city of Houston so that officials can figure out what parts of town were in the most need of support, says Jennifer Sanders, program administrator at the Rice D2K lab.

"They were able to show on a Houston map the areas where most of these 311 calls were coming from," Sanders tells InnovationMap. "That allowed the city to focus on those areas."

Lately, the lab has been focused on a several COVID-19 Houston Response Projects, which addressed issues ranging from homelessness in the time of a pandemic, ventilator distribution, and more. One team even made a recommendation to the city after a data project determined that adding five ambulances to southwest neighborhoods served by the Houston Fire Department Emergency Medical Services program would optimize response times.

The lab has two avenues to help businesses: a semester-long capstone course and a clinic for one-time sessions. This upcoming semester, the capstone course has 60 students signed up to work on 10 to 12 projects from corporate sponsors. These lab members — which support the program monetarily — are selected based on their fit within the program.

The D2K Consulting Clinic also offers free one-hour sessions on campus. At the clinic, students look at the data and assess the possibilities and advise on how to use that data for business gain or growth.

"The consulting clinic can be a starting point if a business is not sure what to do with their data," says Shanna Jin, communications and marketing specialist at the D2K Lab.

The clinic also presents a special opportunity for small businesses and startups, a niche Sanders says they haven't tapped into enough yet. She says most of the companies they've worked with are larger organizations, usually in the energy industry.

"We really want to broaden the scope to smaller startups, tech companies, and nonprofits," Sanders says. "We really don't have to limit ourselves. I would really love to expand our reach."

Membership dues for companies, which provides a more structured, long-term access to data consulting, range from $25,000 to $75,000 a year. However, Sanders says the lab is willing to work with startups on a cost that's more accessible.

Ultimately, the goal of the program is to connect the dots for businesses that have data and don't know how to use it.

"To realize the potential of big data, we need people — people who can transform data to knowledge," says the lab's founder, Genevera Allen, in a promotional video. "That's what we're doing with the Rice D2K Lab."

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Building Houston

 
 

After working with thousands of interns, Allie Danziger of Ampersand Professionals says she's now got a product to upskill and train new hires for employers. Photo courtesy of Ampersand

After seeing success with her internship training and matchmaking platform, Allie Danziger, founder and CEO of Ampersand Professionals, has expanded the concept to include a new hire training service that allows employers to better optimize the onboarding process and have a well-trained new staff member from day one.

In just over a year, Ampersand has worked with over 7,000 professionals through its original concept of upskilling and matching young professionals to internship programs. A few months ago, Danziger and her team expanded to include career development training for students first entering the workforce with the City of Houston's Hire Houston Youth program. Danziger says it was developing out the platform for this program that proved there was a need for this type of training.

"While we have focused on matching professionals with businesses for paid internships, we recognized a further gap with employers that have their own recruiting/talent acquisition teams, or just their own preferred way of bringing on entry-level talent, and didn’t have a need for our matching platform," Danziger tells InnovationMap. "But, they recognized the benefit of our proven training platform that pre-vets and de-risks their hires, and still wanted access to the training for their own hires."

The new program has evolved from training interns to new hires, so parts of the program that focuses on interviewing or applying for a job have been removed. Instead, the 8.5 hours of training focuses on networking, best practices for working with a manager and team, performance reviews, common software training, and more.

Danziger says usually new hires need the most experienced mentor or manager, but they don't usually get that support — especially when it comes to businesses that don't have their own built-out mentorship or training program.

"Ampersand’s new training product fills that gap — it gives employers of any size any easy solution to provide basic job readiness training to employees, access to our team of dedicated coaches, and a detailed report at the end of their training summarizing how their new hire did in the training and any trends recognized and tips for managing this employee based on what the platform uncovered," she says. "Businesses can also sign up for additional coaching sessions and customize training materials, as an add-on if interested."

The program costs the employer $100 per new employee, and checkout online takes less than a minute. Through both this program and the original internship program, Ampersand is constantly evolving its training content.

"These professionals are going through the same training experience that we have proven out over the last year, and we are constantly adding to based on data we see in the user experience," Danziger says.

Danziger recently joined the Houston Innovators Podcast discuss some of the benchmarks she's met with Ampersand, as well as the importance of investing in Gen Z hires. Listen to that episode below.


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