Built on insights from 16 industry experts
Optimization4All
Optimization4All
Let's make optimization work for everyone.
Let's make optimization work for everyone.
Optimization can solve big problems. We’re opening it up with hands-on resources, a supportive community, and expert guidance.
Optimization can solve big problems. We’re opening it up with hands-on resources, a supportive community, and expert guidance.
Optimization can solve big problems. We’re opening it up with hands-on resources, a supportive community, and expert guidance.
Built on insights from 16 industry experts
We meet you where you are
To create a world where optimization is open, impactful, and inclusive, the focus of the expertise hub is to bring together professionals, entrepreneurs, and companies, giving each group the compass they need to navigate their optimization journey.
Students & Practitioners
If you are an OR student & professional, finding relevant content can be challenging, especially if you are at the beginning of your optimization journey. The expertise hub is a structured space to learn, exchange ideas and find guidance.
Learn More
Freelancers
Freelancing in optimization is often seen as an unconventional choice. Here you’re not alone. The expertise hub is your go-to space to connect and grow with a group of entrepreneurs that understand your journey and challenges.
Learn More
Business Professionals
If you are a leader who wants to make data-driven, intelligent decisions, we offer expert guidance. With success stories from diverse industries and other expert resources, we help you to make the right decisions confidently and implement the perfect solutions tailored to your area.
Learn More
We meet you where you are
To create a world where optimization is open, impactful, and inclusive, the focus of the expertise hub is to bring together professionals, entrepreneurs, and companies, giving each group the compass they need to navigate their optimization journey.
Students & Practitioners
If you are an OR student & professional, finding relevant content can be challenging, especially if you are at the beginning of your optimization journey. The expertise hub is a structured space to learn, exchange ideas and find guidance.
Learn More
Freelancers
Freelancing in optimization is often seen as an unconventional choice. Here you’re not alone. The expertise hub is your go-to space to connect and grow with a group of entrepreneurs that understand your journey and challenges.
Learn More
Business Professionals
If you are a leader who wants to make data-driven, intelligent decisions, we offer expert guidance. With success stories from diverse industries and other expert resources, we help you to make the right decisions confidently and implement the perfect solutions tailored to your area.
Learn More
We meet you where you are
To create a world where optimization is open, impactful, and inclusive, the focus of the expertise hub is to bring together professionals, entrepreneurs, and companies, giving each group the compass they need to navigate their optimization journey.
Students & Practitioners
If you are an OR student & professional, finding relevant content can be challenging, especially if you are at the beginning of your optimization journey. The expertise hub is a structured space to learn, exchange ideas and find guidance.
Read more
Freelancers
If you are an OR student & professional, finding relevant content can be challenging, especially if you are at the beginning of your optimization journey. The expertise hub is a structured space to learn, exchange ideas and find guidance.
Read more
Business Professionals
If you are an OR student & professional, finding relevant content can be challenging, especially if you are at the beginning of your optimization journey. The expertise hub is a structured space to learn, exchange ideas and find guidance.
Read more
2025 Agenda
Entrepreneurs Connect
Entrepreneurs Connect
Every Quarter
Every Quarter
Join now!
O4A Entrepreneurs Connect is a networking event for existing and future entrepreneurs where you connect and discover how you can grow together with your fellow optimization entrepreneurs. The next event is in September. More details when you click on the button.
O4A Entrepreneurs Connect is a networking event for existing and future entrepreneurs where you connect and discover how you can grow together with your fellow optimization entrepreneurs. The next event is in September. More details when you click on the button.
Community Connect
Community Connect
3rd Fri of the Month 3PM CET
3rd Fri of the Month 3PM CET
Join now!
Welcome to the Community Connect, the gathering where you connect and create with other optimization enthusiasts! Next events are on July 18th and August 22nd. Click on the button for more details.
Welcome to the Community Connect, the gathering where you connect and create with other optimization enthusiasts! Next events are on July 18th and August 22nd. Click on the button for more details.
O4A Live: Supply Chain Optimization In the Age of AI
O4A Live: Supply Chain Optimization In the Age of AI
Jun 10, 2025
Jun 10, 2025
Watch here!
Join the O4A community for a live discussion with Meinolf Sellmann and Joannès Vermorel on the challenges and best practices of implementing supply chain planning and optimization software.
Join the O4A community for a live discussion with Meinolf Sellmann and Joannès Vermorel on the challenges and best practices of implementing supply chain planning and optimization software.
Why optimization4all?
Why optimization4all?
For businesses and decision-makers
Find clear, actionable insights on optimization tools, service providers and techniques that create resilience and business value.
For businesses and decision-makers
Find clear, actionable insights on optimization tools, service providers and techniques that create resilience and business value.
For businesses and decision-makers
Find clear, actionable insights on optimization tools, service providers and techniques that create resilience and business value.
For students & practitioners
Access quality resources, mentorship, and a supportive community—whether you're starting out, a seasoned pro, or shifting from academia to industry.
For students & practitioners
Access quality resources, mentorship, and a supportive community—whether you're starting out, a seasoned pro, or shifting from academia to industry.
For students & practitioners
Access quality resources, mentorship, and a supportive community—whether you're starting out, a seasoned pro, or shifting from academia to industry.
For policymakers
Learn how optimization can enhance decision-making, improve public services, and create fairer, more effective policies.
For policymakers
Learn how optimization can enhance decision-making, improve public services, and create fairer, more effective policies.
For policymakers
Learn how optimization can enhance decision-making, improve public services, and create fairer, more effective policies.
For freelancers and entrepreneurs
Meet like-minded professionals and receive guidance on how to turn your expertise into an entrepreneurial path.
For freelancers and entrepreneurs
Meet like-minded professionals and receive guidance on how to turn your expertise into an entrepreneurial path.
For freelancers and entrepreneurs
Meet like-minded professionals and receive guidance on how to turn your expertise into an entrepreneurial path.
How O4A Makes a Difference
How O4A Makes a Difference
"Before discovering Optimization4All, I was constantly overwhelmed—spending hours searching for reliable optimization strategies. The platform changed everything! It gave me structured resources, expert insights, and practical tools that helped me streamline my workflow and boost my efficiency. Now, I spend less time figuring things out and more time actually optimizing. It’s a game-changer!"
Chahira Mourad
Applied Scientist
@Zalando
"I joined the Optimization4All community to facilitate my journey from academia to industry. I wanted to be part of the freelance community, learn about OR in the real world, and educate other OR experts. Through Optimization4All I was able to connect to many other OR experts and get a lot of advice on what it takes to be in this industry."
Andreas Feldmann
Algorithms & Optimization Expert
@Andemil Consulting
"I needed a new challenge. While the market buzzed with GenAI hype, it resonated to me that true, impactful business solutions lie in the rigorous application of Decision Intelligence. I wanted to improve my skills in mathematical modeling and algorithms. Optimization4All gave me that learning path and helped me boost my network tremendously."
Zishan Yusuf
Senior Technical PM
@Amazon
"I saw Cristina Radu as optimization specialist giving back to the community. I see that many like minded people have gathered around this idea. It resonates well with me as well, so I wanted to be part of the community who believes in giving back to the society."
Arun Aravind
Supply Chain Consultant
@ITC Infotech
"When I started to connect with fellow optimization specialists, I was surprised to hear that we all faced a similar challenge: how to generate business as an optimization consultant? What Cristina is building here is a community space for specialists and non-specialists to connect and bridge the gap between real business problems and available solution experts."
Charles Jolin-Landry
Mathematical Modeling Expert
@Bitmotek
"Before discovering Optimization4All, I was constantly overwhelmed—spending hours searching for reliable optimization strategies. The platform changed everything! It gave me structured resources, expert insights, and practical tools that helped me streamline my workflow and boost my efficiency. Now, I spend less time figuring things out and more time actually optimizing. It’s a game-changer!"
Chahira Mourad
Applied Scientist
@Zalando
"I joined the Optimization4All community to facilitate my journey from academia to industry. I wanted to be part of the freelance community, learn about OR in the real world, and educate other OR experts. Through Optimization4All I was able to connect to many other OR experts and get a lot of advice on what it takes to be in this industry."
Andreas Feldmann
Algorithms & Optimization Expert
@Andemil Consulting
"I needed a new challenge. While the market buzzed with GenAI hype, it resonated to me that true, impactful business solutions lie in the rigorous application of Decision Intelligence. I wanted to improve my skills in mathematical modeling and algorithms. Optimization4All gave me that learning path and helped me boost my network tremendously."
Zishan Yusuf
Senior Technical PM
@Amazon
"I saw Cristina Radu as optimization specialist giving back to the community. I see that many like minded people have gathered around this idea. It resonates well with me as well, so I wanted to be part of the community who believes in giving back to the society."
Arun Aravind
Supply Chain Consultant
@ITC Infotech
"When I started to connect with fellow optimization specialists, I was surprised to hear that we all faced a similar challenge: how to generate business as an optimization consultant? What Cristina is building here is a community space for specialists and non-specialists to connect and bridge the gap between real business problems and available solution experts."
Charles Jolin-Landry
Mathematical Modeling Expert
@Bitmotek
"Before discovering Optimization4All, I was constantly overwhelmed—spending hours searching for reliable optimization strategies. The platform changed everything! It gave me structured resources, expert insights, and practical tools that helped me streamline my workflow and boost my efficiency. Now, I spend less time figuring things out and more time actually optimizing. It’s a game-changer!"
Chahira Mourad
Applied Scientist
@Zalando
"I joined the Optimization4All community to facilitate my journey from academia to industry. I wanted to be part of the freelance community, learn about OR in the real world, and educate other OR experts. Through Optimization4All I was able to connect to many other OR experts and get a lot of advice on what it takes to be in this industry."
Andreas Feldmann
Algorithms & Optimization Expert
@Andemil Consulting
"I needed a new challenge. While the market buzzed with GenAI hype, it resonated to me that true, impactful business solutions lie in the rigorous application of Decision Intelligence. I wanted to improve my skills in mathematical modeling and algorithms. Optimization4All gave me that learning path and helped me boost my network tremendously."
Zishan Yusuf
Senior Technical PM
@Amazon
"I saw Cristina Radu as optimization specialist giving back to the community. I see that many like minded people have gathered around this idea. It resonates well with me as well, so I wanted to be part of the community who believes in giving back to the society."
Arun Aravind
Supply Chain Consultant
@ITC Infotech
"When I started to connect with fellow optimization specialists, I was surprised to hear that we all faced a similar challenge: how to generate business as an optimization consultant? What Cristina is building here is a community space for specialists and non-specialists to connect and bridge the gap between real business problems and available solution experts."
Charles Jolin-Landry
Mathematical Modeling Expert
@Bitmotek
"Before discovering Optimization4All, I was constantly overwhelmed—spending hours searching for reliable optimization strategies. The platform changed everything! It gave me structured resources, expert insights, and practical tools that helped me streamline my workflow and boost my efficiency. Now, I spend less time figuring things out and more time actually optimizing. It’s a game-changer!"
Chahira Mourad
Applied Scientist
@Zalando
"I joined the Optimization4All community to facilitate my journey from academia to industry. I wanted to be part of the freelance community, learn about OR in the real world, and educate other OR experts. Through Optimization4All I was able to connect to many other OR experts and get a lot of advice on what it takes to be in this industry."
Andreas Feldmann
Algorithms & Optimization Expert
@Andemil Consulting
"I needed a new challenge. While the market buzzed with GenAI hype, it resonated to me that true, impactful business solutions lie in the rigorous application of Decision Intelligence. I wanted to improve my skills in mathematical modeling and algorithms. Optimization4All gave me that learning path and helped me boost my network tremendously."
Zishan Yusuf
Senior Technical PM
@Amazon
"I saw Cristina Radu as optimization specialist giving back to the community. I see that many like minded people have gathered around this idea. It resonates well with me as well, so I wanted to be part of the community who believes in giving back to the society."
Arun Aravind
Supply Chain Consultant
@ITC Infotech
"When I started to connect with fellow optimization specialists, I was surprised to hear that we all faced a similar challenge: how to generate business as an optimization consultant? What Cristina is building here is a community space for specialists and non-specialists to connect and bridge the gap between real business problems and available solution experts."
Charles Jolin-Landry
Mathematical Modeling Expert
@Bitmotek
"Before discovering Optimization4All, I was constantly overwhelmed—spending hours searching for reliable optimization strategies. The platform changed everything! It gave me structured resources, expert insights, and practical tools that helped me streamline my workflow and boost my efficiency. Now, I spend less time figuring things out and more time actually optimizing. It’s a game-changer!"
Chahira Mourad
Applied Scientist
@Zalando
"I joined the Optimization4All community to facilitate my journey from academia to industry. I wanted to be part of the freelance community, learn about OR in the real world, and educate other OR experts. Through Optimization4All I was able to connect to many other OR experts and get a lot of advice on what it takes to be in this industry."
Dr. Andreas Emil Feldmann
Algorithms & Optimization Expert
@Andemil Consulting
"I needed a new challenge. While the market buzzed with GenAI hype, it resonated to me that true, impactful business solutions lie in the rigorous application of Decision Intelligence. I wanted to improve my skills in mathematical modeling and algorithms. Optimization4All gave me that learning path and helped me boost my network tremendously."
Zishan Yusuf
Senior Technical PM
@Amazon
"I saw Cristina Radu as optimization specialist giving back to the community. I see that many like minded people have gathered around this idea. It resonates well with me as well, so I wanted to be part of the community who believes in giving back to the society."
Arun Aravind
Supply Chain Consultant
@ITC Infotech
"When I started to connect with fellow optimization specialists, I was surprised to hear that we all faced a similar challenge: how to generate business as an optimization consultant? What Cristina is building here is a community space for specialists and non-specialists to connect and bridge the gap between real business problems and available solution experts."
Charles Jolin-Landry
Mathematical Modeling Expert
@Bitmotek
"Before discovering Optimization4All, I was constantly overwhelmed—spending hours searching for reliable optimization strategies. The platform changed everything! It gave me structured resources, expert insights, and practical tools that helped me streamline my workflow and boost my efficiency. Now, I spend less time figuring things out and more time actually optimizing. It’s a game-changer!"
Chahira Mourad
Applied Scientist
@Zalando
"I joined the Optimization4All community to facilitate my journey from academia to industry. I wanted to be part of the freelance community, learn about OR in the real world, and educate other OR experts. Through Optimization4All I was able to connect to many other OR experts and get a lot of advice on what it takes to be in this industry."
Dr. Andreas Emil Feldmann
Algorithms & Optimization Expert
@Andemil Consulting
"I needed a new challenge. While the market buzzed with GenAI hype, it resonated to me that true, impactful business solutions lie in the rigorous application of Decision Intelligence. I wanted to improve my skills in mathematical modeling and algorithms. Optimization4All gave me that learning path and helped me boost my network tremendously."
Zishan Yusuf
Senior Technical PM
@Amazon
"I saw Cristina Radu as optimization specialist giving back to the community. I see that many like minded people have gathered around this idea. It resonates well with me as well, so I wanted to be part of the community who believes in giving back to the society."
Arun Aravind
Supply Chain Consultant
@ITC Infotech
"When I started to connect with fellow optimization specialists, I was surprised to hear that we all faced a similar challenge: how to generate business as an optimization consultant? What Cristina is building here is a community space for specialists and non-specialists to connect and bridge the gap between real business problems and available solution experts."
Charles Jolin-Landry
Mathematical Modeling Expert
@Bitmotek
"Before discovering Optimization4All, I was constantly overwhelmed—spending hours searching for reliable optimization strategies. The platform changed everything! It gave me structured resources, expert insights, and practical tools that helped me streamline my workflow and boost my efficiency. Now, I spend less time figuring things out and more time actually optimizing. It’s a game-changer!"
Chahira Mourad
Applied Scientist
@Zalando
"I joined the Optimization4All community to facilitate my journey from academia to industry. I wanted to be part of the freelance community, learn about OR in the real world, and educate other OR experts. Through Optimization4All I was able to connect to many other OR experts and get a lot of advice on what it takes to be in this industry."
Dr. Andreas Emil Feldmann
Algorithms & Optimization Expert
@Andemil Consulting
"I needed a new challenge. While the market buzzed with GenAI hype, it resonated to me that true, impactful business solutions lie in the rigorous application of Decision Intelligence. I wanted to improve my skills in mathematical modeling and algorithms. Optimization4All gave me that learning path and helped me boost my network tremendously."
Zishan Yusuf
Senior Technical PM
@Amazon
"I saw Cristina Radu as optimization specialist giving back to the community. I see that many like minded people have gathered around this idea. It resonates well with me as well, so I wanted to be part of the community who believes in giving back to the society."
Arun Aravind
Supply Chain Consultant
@ITC Infotech
"When I started to connect with fellow optimization specialists, I was surprised to hear that we all faced a similar challenge: how to generate business as an optimization consultant? What Cristina is building here is a community space for specialists and non-specialists to connect and bridge the gap between real business problems and available solution experts."
Charles Jolin-Landry
Mathematical Modeling Expert
@Bitmotek
"Before discovering Optimization4All, I was constantly overwhelmed—spending hours searching for reliable optimization strategies. The platform changed everything! It gave me structured resources, expert insights, and practical tools that helped me streamline my workflow and boost my efficiency. Now, I spend less time figuring things out and more time actually optimizing. It’s a game-changer!"
Chahira Mourad
Applied Scientist
@Zalando
"I joined the Optimization4All community to facilitate my journey from academia to industry. I wanted to be part of the freelance community, learn about OR in the real world, and educate other OR experts. Through Optimization4All I was able to connect to many other OR experts and get a lot of advice on what it takes to be in this industry."
Dr. Andreas Emil Feldmann
Algorithms & Optimization Expert
@Andemil Consulting
"I needed a new challenge. While the market buzzed with GenAI hype, it resonated to me that true, impactful business solutions lie in the rigorous application of Decision Intelligence. I wanted to improve my skills in mathematical modeling and algorithms. Optimization4All gave me that learning path and helped me boost my network tremendously."
Zishan Yusuf
Senior Technical PM
@Amazon
"I saw Cristina Radu as optimization specialist giving back to the community. I see that many like minded people have gathered around this idea. It resonates well with me as well, so I wanted to be part of the community who believes in giving back to the society."
Arun Aravind
Supply Chain Consultant
@ITC Infotech
"When I started to connect with fellow optimization specialists, I was surprised to hear that we all faced a similar challenge: how to generate business as an optimization consultant? What Cristina is building here is a community space for specialists and non-specialists to connect and bridge the gap between real business problems and available solution experts."
Charles Jolin-Landry
Mathematical Modeling Expert
@Bitmotek
Let Community Lead
Let Community Lead
Let Community Lead
If you're a content creator or want to be
You would like to share optimization materials
You have questions and suggestions
You want to introduce yourself
Be part of shaping the expertise hub
Latest Insights
Tactical planning and network optimization
Cristina Radu
(Supply Chain Optimization)
Mar 27, 2025
Operations Research Case Studies Around The World
Dr. Oskar Schneider
(Case studies)
Jan 7, 2025
From Flour to Fortune: The Dual Role of Resources in Optimization
Chahira Mourad
(Mathematics in Real Life)
Dec 16, 2024
What's on the Menu? Solving the Product Mix Problem for Hydra's Pastry Pop-Up
Chahira Mourad
(Applied Scientist)
Oct 6, 2024
Pastries with a Plan: Where Will Hydra Open Her Bakery?
Chahira Mourad
(Mathematics in Real Life)
Sep 30, 2024
Sofia in Paris: Crafting the Perfect Itinerary with the Orienteering Problem
Chahira Mourad
(Mathematics in Real Life)
Sep 9, 2024
How Sofia’s Trip Finally Made It Out of the Group Chat (With a Little Optimization)
Chahira Mourad
(Mathematics in Real Life)
Sep 2, 2024
Packing Smart: How the Knapsack Problem Solves Sofia's Packing Dilemma
Chahira Mourad
(Mathematics in Real Life)
Aug 30, 2024
Planning Your Dream Europe Trip? Here's the Math That Could Make It Perfect
Chahira Mourad
(Mathematics in Real Life)
Aug 26, 2024
CI/CD for decision science: What is it, how does it work, and why does it matter?
Ryan O'Neil Tiffany Bogich
(Model Deployment)
Feb 13, 2024
Tactical planning and network optimization
Cristina Radu
(Supply Chain Optimization)
Mar 27, 2025
Operations Research Case Studies Around The World
Dr. Oskar Schneider
(Case studies)
Jan 7, 2025
From Flour to Fortune: The Dual Role of Resources in Optimization
Chahira Mourad
(Mathematics in Real Life)
Dec 16, 2024
What's on the Menu? Solving the Product Mix Problem for Hydra's Pastry Pop-Up
Chahira Mourad
(Applied Scientist)
Oct 6, 2024
Pastries with a Plan: Where Will Hydra Open Her Bakery?
Chahira Mourad
(Mathematics in Real Life)
Sep 30, 2024
Sofia in Paris: Crafting the Perfect Itinerary with the Orienteering Problem
Chahira Mourad
(Mathematics in Real Life)
Sep 9, 2024
How Sofia’s Trip Finally Made It Out of the Group Chat (With a Little Optimization)
Chahira Mourad
(Mathematics in Real Life)
Sep 2, 2024
Packing Smart: How the Knapsack Problem Solves Sofia's Packing Dilemma
Chahira Mourad
(Mathematics in Real Life)
Aug 30, 2024
Planning Your Dream Europe Trip? Here's the Math That Could Make It Perfect
Chahira Mourad
(Mathematics in Real Life)
Aug 26, 2024
CI/CD for decision science: What is it, how does it work, and why does it matter?
Ryan O'Neil Tiffany Bogich
(Model Deployment)
Feb 13, 2024
Tactical planning and network optimization
Cristina Radu
(Supply Chain Optimization)
Mar 27, 2025
Operations Research Case Studies Around The World
Dr. Oskar Schneider
(Case studies)
Jan 7, 2025
From Flour to Fortune: The Dual Role of Resources in Optimization
Chahira Mourad
(Mathematics in Real Life)
Dec 16, 2024
What's on the Menu? Solving the Product Mix Problem for Hydra's Pastry Pop-Up
Chahira Mourad
(Applied Scientist)
Oct 6, 2024
Pastries with a Plan: Where Will Hydra Open Her Bakery?
Chahira Mourad
(Mathematics in Real Life)
Sep 30, 2024
Sofia in Paris: Crafting the Perfect Itinerary with the Orienteering Problem
Chahira Mourad
(Mathematics in Real Life)
Sep 9, 2024
How Sofia’s Trip Finally Made It Out of the Group Chat (With a Little Optimization)
Chahira Mourad
(Mathematics in Real Life)
Sep 2, 2024
Packing Smart: How the Knapsack Problem Solves Sofia's Packing Dilemma
Chahira Mourad
(Mathematics in Real Life)
Aug 30, 2024
Planning Your Dream Europe Trip? Here's the Math That Could Make It Perfect
Chahira Mourad
(Mathematics in Real Life)
Aug 26, 2024
CI/CD for decision science: What is it, how does it work, and why does it matter?
Ryan O'Neil Tiffany Bogich
(Model Deployment)
Feb 13, 2024