who's who

3 Houston innovators to know this week

This week's roundup of Houston innovators includes Zain Shauk of Dream Harvest, Juliana Garaizar of Greentown Houston, and Jay Manouchehri of Fluence Analytics. Courtesy photos

Editor's note: In this week's roundup of Houston innovators to know, I'm introducing you to three local innovators across industries — from sustainability to chemical analytics — recently making headlines in Houston innovation.

Zain Shauk, CEO of Dream Harvest

Zain Shauk, co-founder and CEO of Dream Harvest, joins the Houston Innovators Podcast just ahead of Earth Day. Photo courtesy of Dream Harvest

Zain Shauk is focused on future of farming, and the industry's success depends on making more environmentally friendly changes to the supply chain, and new technologies are enabling vertical indoor farming to effect these changes in some part. Shauk's company Dream Harvest recently received a $50 million investment from Orion Energy Partners to open a 100,000-square-foot indoor farming facility in Houston to scale production.

Shauk says he's also using the funding to support research and development to expand into other types of produce, but he has a lot to consider — affordability of the produce, maintaining sustainability, and more.

"It's going to take a lot of work and a lot of research. What I do know is we've come a long way with leafy greens," Shauk says. "When we started, we weren't growing in a way that makes financial sense with the amount of money we have to spend growing the product — and now we do." Click here to read more.

Juliana Garaizar, head of the Houston incubator and vice president of innovation

Greentown Houston's first year was surprising for Juliana Garaizar. Photo courtesy

Greentown Houston opened a year ago and, in just those 365 days, grew to over 60 member companies – something that took the original Boston-area location years. Juliana Garaizar says in a recent Q&A that this is due to companies outside of Houston looking for an entry point into the city for access to businesses, employees, and more. Specifically, she calls out Austin companies and businesses from Latin America.

"There are plenty of companies from Latin America coming over and choosing Houston as a landing pad and choosing Greentown as the place to start settling," she says. "We help them with funding. We help them with hiring local people." Click here to read more.

Jay Manouchehri, CEO of Fluence Analytics

Jay Manouchehri is now CEO of Fluence Analytics, and co-founder Alex Reed has transitioned to president and chief commercial officer. Photo courtesy of Fluence Analytics

Fluence Analytics, which moved its headquarters to the Houston area from New Orleans last year, has named Jay Manouchehri as the company's CEO. Manouchehri has worked in leadership roles within digital transformation at ABB and Honeywell all around the world, as well as in consulting and private equity.

Manouchehri tells InnovationMap he is focused on leading industrial growth.

“The next step for Fluence is really that we are industrializing our product and getting it into the industrial market," Manouchehri says. "That's exactly why we moved to Houston — it's where a lot of our clients are. We're building up and structure the company in such a manner that it could scale, get the right partnerships, and hire a team to take us to the next level and deliver the technology." Click here to read more.

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Building Houston

 
 

Houston-based Melax Tech has developed multiple Natural language processing tools that are used by more than 650 health care and life science organizations. Photo via MelaxTech.com

Melax Tech Partners, a leader in natural language technology processing, announced a new partnership with the University of California at Irvine that will help researchers derive insights from the UCI Health Data Science Platform’s electronic health records system and improve patient care.

Melax will implement its signature text annotation tool LANN to pull information from clinical notes, and its CLAMP product to develop natural language processing customizations through the use of AI, according to a statement from the company.

“There has been a strong desire among UCI researchers to have the capability to analyze free-text clinical narrative data using cutting-edge NLP technologies," Kai Zheng, chief research information officer at UCI Health Affairs, says in a statement. "We are delighted to have this opportunity to work with Melax Tech to deploy their AI-driven annotation and analytics tools to help our researchers advance their research agenda by leveraging the vast amount of free-text data that our health system has accumulated in the past two decades.”

Natural language processing, or NLP, allows organizations and healthcare groups to sift through and analyze massive amounts of data at a rapid rate through the use of machine learning and AI. Houston-based Melax Tech, founded in 2017, has developed multiple NLP tools that are used by more than 650 health care and life science organizations, according to its website.

In addition to the recent partnership with UC Irvine, Melax has also recently partnered with Vanderbilt University Medical Center and the University of Western Pennsylvania on similar clinical projects.

Melax has also used its platforms to pull vital information from datasets relating to COVID-19, in both medical and social settings.

In March 2022, it was awarded a Phase 1 NIH Award, valued at $300,000, to develop informatics tools based on COVID-19 datasets with the San Diego Supercomputer Center at UC San Diego. The tool aims to help researchers better understand vast amounts of virus-related data and connect findings with other similar results.

In August, Melax also received another $300,000 grant from the National Institute of Allergy and Infectious Diseases to develop NLP-based algorithms that will "model, extract and synthesize vaccine misinformation from multiple popular social media sources," according to a statement. Melax will also develop a visualization that presents its findings on the misinformation into a compressible format.

"This is a very real topic affecting culture at present," Andre Pontin, CEO at Melax Tech, says in a statement. "And shows that we as a collective business and group of experts continue to be on the cutting-edge of science in the NLP and AI domain."

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