Royal Windoor US
Windows and doors, Houston
External technology and marketing partner: website, search and AI answer visibility, CRM, lead attribution, automation and content, run as one system.
Parsa Nemati, Royal Windoor
Founder and CEO, Medai Digital
Dr. Medai Abadi
Dr. Mohammadmehdi Ezzatabadipour · Houston, Texas
A physicist turned builder of business systems. He brings the data science, AI and cloud skills of large energy companies to small and mid-size businesses, so the right clients find them and choose them.
- PhD in Physics, University of Houston
- Senior Data Scientist, Enterprise Products
- Cloud and technology lead, Texas Monthly
- AI and research scientist, Corva
- Founder of three technology companies
At a glance
4
Major Texas organizations served before Medai Digital, two of them worth over $10B:
- Enterprise Products
- Anadarko (now Oxy)
- Corva
- Texas Monthly
7
American businesses served by Medai Digital today: law, home services, real estate, studios and gyms, insurance and personal branding.
See the portfolio1
Partner for your whole system: website, search, Google profile, ads, CRM and AI, instead of a separate vendor for each piece.
See it at Royal WindoorWhat we deliver today
- Technology transformation
- Cloud and AI operations
- Digital marketing
- Websites
- SEO
- AI visibility and searchability
- Google Business Profile
- Google Ads
- CRM
- Lead generation
- Lead leakage detection and prevention
- Automation
Why physics, why marketing
Getting found is now a data and systems problem
Google ranks pages with algorithms. Ad platforms run auctions. AI assistants decide which businesses to recommend. Every lead passes through software before anyone calls back. Dr. Medai spent more than a decade on problems like these, first in physics and then in AI for the energy industry. Medai Digital puts that same discipline to work for a local business.
- 012013 to 2019
Science
A physics PhD in statistical mechanics and complex systems. The habit it left: break a hard problem into smaller ones, solve each, then return to the whole.
- 022019 to 2025
Industrial AI
Machine learning, cloud systems and optimization at Anadarko, Corva and Enterprise Products, where models had to work in real operations, not just on paper.
- 032025 onward
Medai Digital
The same toolkit for small and mid-size businesses: websites, search, ads, CRM, automation and AI, built as one system that brings in the right clients.
Career
From the lab to the field to Main Street
Each step added a layer: the mathematics, then the industrial engineering discipline, then the business systems that small firms need.
2025
Founded Medai Digital LLC
Left corporate work in April 2025 to bring enterprise-grade technology and marketing to small and mid-size US businesses.
2022 to 2025
Senior Data Scientist, Enterprise Products
Route and fuel-cost optimization for truck fleets, predictive maintenance for pumps and engines, machine learning engineering and product development. Also led cloud and technology operations for Texas Monthly for three years.
After the PhD
AI and research scientist, Corva
First full-time role after the PhD: real-time data, physics and machine learning for energy operations.
2019
PhD in Physics
University of Houston, under Dr. Kevin E. Bassler. Theoretical and computational physics, statistical mechanics, complex systems and mathematics.
2019
AI research at Anadarko
Internship on AI and cloud systems. The research became the 2020 SPE paper "Real-Time Hydraulic Fracturing Pressure Prediction with Machine Learning".
Read the paper2016
First journal publication
Co-author of "The Role of Hydrodynamic Interactions in the Rate of Protein Folding" in Biophysical Journal.
2013
Houston and the University of Houston
Arrived in Houston at 23, admitted with funding to the University of Houston physics PhD program directly after his undergraduate degree.
In their words
What people he worked with say
With a broad understanding of and curiosity about various aspects of data, Mehdi wore many hats, excelling in data engineering, cloud engineering, data alerts, data science, and customer service.
I deeply appreciate Mehdi's stellar problem-solving skills and entrepreneurial approach to serving his clients.
Robert Davila
V.P. Research and Data Insights, Texas Monthly
LinkedIn recommendation, July 2024. Robert was his client.
Mehdi is mathematically brilliant, and is able to work through very complex problems with limited guidance and supervision, quickly defining a path towards an excellent solution.
I know he will accomplish great things across his career.
Jeremy L. Graybill
Director of Engineering, AI, Data, Analytics and Governance, Crown Castle
LinkedIn recommendation, August 2019, on his Anadarko data science internship.
Excerpts from public LinkedIn recommendations. Read them in full on LinkedIn
What he builds today
One partner, three outcomes
At Medai Digital he designs and builds the whole path from how a business is found to how a new client is answered and followed up. The tools are chosen after the problem is understood.
1
Become visible
Search, AI answer engines, Google Business Profile, ads and content, so the right people find the business.
2
Convert attention into revenue
Websites, CRM, intake, call handling and follow-up, so interest turns into booked conversations.
3
Build systems that scale
AI automation, operations design, software and cloud infrastructure, run as one control room.
Who he works with
Clients and partners
Your Houston Criminal Lawyers
Sam R. Cammack III, criminal defense, Houston
Digital and technology partner: site clean-up, structured data, practice and county pages, search research.
Sam R. Cammack III, Attorney at Law
Alta Mira Realty
Real estate investment and development brokerage, Southern California
AI and technology partner: rebuilt their AI lead generation around how their best people decide, with a prospect algorithm and CRM dashboards.
Texas Monthly
Magazine and media, Texas
Three years of collaboration on digital renovation, marketing and cloud transformation, leading cloud and technology operations.
Robert Davila, V.P. Research and Data Insights
Urban Fit Yoga
Yoga studio, Rice Military, Houston
Digital partner: search audit, site metadata, keyword research and a marketing roadmap for Houston yoga searches.
Master Wayne Campbell, owner and yoga master
DOZ Outsourcing Services
Offshore delivery partner, Iloilo City, Philippines
A virtual team since 2010 for lead generation, sales and support, chat and email support, accounting and transcription. Our offshore partner for delivery at scale.
Also, kept anonymous
- A personal branding and academic placement client
- An independent life insurance agency
Before Medai Digital
Organizations he has served in industry.
Texas Monthly
Three years of collaboration on digital renovation, marketing and cloud transformation, leading cloud and technology operations.
Enterprise Products
Senior Data Scientist, 2022 to 2025: route and fuel-cost optimization for truck fleets, predictive maintenance for pumps and engines, machine learning and product development.
Corva
First role after the PhD: AI and research scientist and engineer, building real-time data, physics and machine learning tools for drilling and energy operations.
Anadarko (now Occidental)
2019 data science internship on AI and cloud systems, as Occidental (Oxy) acquired Anadarko. The research became a 2020 SPE paper on real-time fracturing pressure prediction.
Local partners in Houston
Houston businesses we work alongside, learn from and recommend.
Royal Windoor
Windows and doors, Houston
Manufactures and installs its own windows and doors. Our home services partner and first named client.
With Medai: Dr. Medai is their external technology and marketing partner: website, search, CRM and AI follow-up as one system.
Parsa Nemati, Royal WindoorVisit site Your Houston Criminal Lawyers
Sam R. Cammack III, Houston
Criminal defense in Houston and surrounding counties. Our legal partner, in the same building as our office.
With Medai: Medai Digital is the firm's digital and technology partner, working with office manager Holly A. Quinterro.
Sam R. Cammack III, Attorney at LawVisit site Urban Fit Yoga
Yoga studio, Rice Military, Houston
Heated and non-heated yoga and Stretch Yoga Therapy. Part of our longevity work with studios and gyms.
With Medai: We audited the studio's search presence, set up its page metadata and built its marketing roadmap.
Master Wayne Campbell, owner and yoga masterVisit site 
USA Fight Company
Kickboxing and jiu-jitsu gym, Houston
Kickboxing, Brazilian Jiu-Jitsu, fitness and kids classes. Part of our longevity work with studios and gyms.
With Medai: We built the gym's six-month search roadmap and growth plan.
Leonard Maclin, owner and coachVisit site 
Prime Permit Houston
Permitting and engineering, Houston
Permit expediting, structural engineering and TDLR compliance. Part of our home services and construction network.
With Medai: Our permitting and engineering partner for home services and construction projects.
Saber Nikbakht, P.E., PresidentVisit site 
Kiani Realty
Realtor and brokerage, Houston
Residential real estate in Houston: new construction and pre-owned homes, for sale and for rent.
With Medai: Local friends and partners: a fellow Houston business we work alongside and learn from.
Hengame Kiani, President and BrokerVisit site Other companies he founded
Separate companies from Medai Digital.
How he works
Fundamentals outlive tools
"Merit, quality, and genuine service should win, not simply the business with the best cover photo or catchiest marketing message."
Study the whole system first
Map the business, its inputs, outputs and hidden failure points before touching a tool.
Build, break, rebuild
Push a system to its edge, see what fails first, and rebuild it stronger. Normal operation hides the weak parts.
Ask who has skin in the game
Test every recommendation, including a platform's own, against the client's real economics.
Technology should disappear into the work
A good system works quietly. People notice it when it is gone, not because it demands attention.
Shaped by
Mentors in science and industry
Dr. Royce Zia taught him to divide a very hard problem into smaller ones, solve each, and return to the whole. Dr. Medai calls it divide and conquer for the greater good, and it is still how every client project starts.
Academic, University of Houston
Dr. Kevin E. Bassler
PhD advisor, University of Houston
Dr. Royce K. P. Zia
Mentor in complex network dynamics
Dr. Margaret S. Cheung
Research supervisor, University of Houston
Industry and startups
Curtis Cheatham
Research and development leadership, Corva
Dr. Mo Kamyab
Technical mentor, Corva
Jeremy L. Graybill
Data science and analytics, Anadarko
Ingrid Tobar
Internship mentor, Anadarko
Dr. Yuxing Ben
Research supervisor, Anadarko
Robert Davila
Research and data insights, Texas Monthly
Dr. Kaveh Ahmadi
Startup adviser, early Medai Digital
Mentors as described by Dr. Medai. Each card links to that person's own profile. No endorsement of Medai Digital is implied.
Read more
More about Dr. Medai
- LinkedIn Career history, posts and essays.
- Google Scholar Publications and citations.
- Interview: Houston gave me a place to grow Arriving at 23, physics at UH, mentors, and why he serves Houston businesses.
- Interview: technology without losing your soul Why he left corporate work and what ethical capitalism means to him.
- Interview: why I chose Royal Windoor How he checks a business's quality before putting his name behind it.
- Founder profile on Royal Windoor His partner profile and "Why I Built Medai Digital".
- Medai Digital as Royal Windoor's partner What the partnership covers.
- GitHub Code and open work.
Talk with Dr. Medai about your business
A first conversation is about your goals, not a pitch. Or call +1 (832) 807-9640.