I’ve told this story so many times that I figured it was best to write it all out to ensure I wouldn’t forget any details.
It’s one of the defining stories of my life, and quite a fun, unique story that showcases the power of the internet (still underrated in 2024), and the crazy luck that can happen when you attempt hard stuff.
It’s a story of how a group of random hobbyists met online, founded separate companies in Egypt and the UK continents apart , and ultimately built one of the world’s leading sports data companies, with 8 figures in recurring revenue and prestigious clubs like Liverpool, AS Roma and more as clients.
Dreaming of Tennis Stardom
When I was 12, my life goal was to be a tennis star. I wasn’t the most gifted athlete, but a combination of living a few steps from some tennis courts, and wanting to be away from home meant I spent enough time on the courts to improve enough where stardom felt plausible.
I got obsessive over improving and frustrated at generic advice from coaches, and started doing unconventional things like videotaping my practice sessions, and carrying around flashcards during matches to calculate my serving percentages during changeovers.
I never got anywhere with my tennis career, but it’s funny to think about how that was the beginning of a lifelong obsession with understanding sports and athletes better.
(P.S. it’s funny how much of life is figuring out what you already knew about yourself!)
College in Boston: Finding Inspiration
Despite it being obvious in hindsight, I went to college with no clue about what I wanted to do. I studied finance because engineering didn’t appeal to me, and spent my college years bouncing around a different hobby/idea every few months.
Being in Boston helped, as the city was sports-obsessed. I was introduced to a more data-friendly sports media (shoutout Zach Lowe) and the MIT Sloan Sports Conference, which was the first time I felt excited about a sector and knew I wanted to work in sports analytics.
Blogging to Building
Inspired by the MIT Sloan Sports Conference, I started writing data-driven analysis for any website that would allow me and launched my own blog, TalataBont. Needing data, I emailed data companies, but their $25K quotes led me to learn coding and databases to scrape data from public websites.
One of my first articles in 2014!

These were fun times that remain 80% of my limited coding knowledge and, most importantly, connected me with like-minded people. One early prediction I’m proud of was calling a Zamalek title six games into the league season:
One of the first comments on my first technical article was from James Yorke, who later became one of StatsBomb’s first employees and continues to be a key figure there.
Meeting Hesham and Moving Back to Cairo

The history of the company is full of cold DMs on twitter, and this was the first significant one. Hesham was an architect who wanted to work in sports, and had built a small media account focused on data content for the Egyptian league. He had read some of my work and wanted to collaborate.
Hesham is the single biggest reason this company exists. We started working together with a local data provider to build content. One of the league’s best coaches saw some of our work and reached out and we immediately had our first ever professional client, doing some consulting for first division teams.
Our hardest ever (and most impactful) decisions were taken by Hesham:
- Dropping our relationship with our data provider and starting to collect data ourselves
- Quitting his full-time job with a toddler and going full-time while we made no money
On both these decisions, I was opposed and scared, despite having fewer rational reasons to be so risk-averse, and it was Hesham’s courage that carried us through!

Launching ArqamFC
After a year at a venture fund in Dubai, I gained ideas about startups and eventually the courage (and savings) to quit and move back to Cairo to work full-time.
Since we had made the decision to collect our own data, our first order of business was figuring out how to. We started with pen and paper, moved up to pirated and open-source software, and eventually ended up building our very first internal data generation tool to help our analysts watch and record matches. We obsessed over data design and quality, issues we had struggled with when buying data.
Initially, we coded insights and data quality scripts in Excel using VBA. As we progressed, we taught ourselves Python and hired software engineers to automate the data pipeline, producing metrics and quality control feedback. We created reports for coaches using Tableau, exported them to PDFs, but struggled to convince coaches in Egypt to pay for our work.
We tried to pivot to media, building brands that do “data-driven” content using our data, and had slightly more success there, growing our brands into just over a million followers. Despite decent traction and engagement, we struggled to monetize our media success.
We had no real understanding of technology or AI, we just built what we thought was missing, and what we didn’t have money to buy!
A Cold Email That Changed Our Life
A year and a half in, we were running out of money, and ideas to generate revenue. We had pivoted slightly to content and media, and there was momentum but no real revenue growth. We had built this data collection capability, with a lot of thought into data design and quality, but we didn’t really know how to use it or convince people to buy it.
Thankfully, we hadn’t taken on any real money (we had put in a combined $20k of savings and family and friends money), and we could choose to shut down at anytime with minimal fuss.
We had modeled some of our ideas and data concepts around a blog turned consultancy called StatsBomb – and I had cold e-mail the founder asking for advice a year earlier before quitting:
We had hopped on a Skype (!) call and chatted a bit and nothing had come of it. 10 months later, as we were considering shutting down, I got a message back from Ted, the CEO:

Halfway across the world in a completely different environment, StatsBomb had gone through a similar story to Arqam. They had started as a blog, turned into a consultancy, bought data from a provider, argued with provider over terms, and eventually realized that there is no real value in the industry unless you own your own data.
We had stumbled into the solution (just collecting data ourselves) by virtue of being cashless and out of options.
StatsBomb Partnership: Asking for Equity
Ted asked for a sample of games. It was about 10 times our capacity, but we said yes and scrambled to meet the target. We hit 50%, but the quality was good. We explained our scaling problems and decided to work together. StatsBomb asked for exclusivity, covering our costs and paying us a 12% royalty on sales.
This was the biggest decision we’ve ever made. We had product-market fit as a data-producing back-office for StatsBomb, and they covered our costs. Despite being young, broke (our salaries were $300/month), and desperate. But we had larger ambitions than being a BPO type data factory, and exclusivity would’ve killed any scale we could’ve accomplished there. So we pushed back and asked for equity:

At some point, we realized a small share swap wouldn’t accomplish much, and we should push for a full merger.
I tried to put my background as a banker to use and come up with a relative valuation that would make sense for two very early start-ups. I have notes from the exercise that are fun to go through now:
“This isn’t a merger this is the founding of a dominant vertically integrated company”
“Our value is what we unlock in terms of vertical integration and cheap data generation”
We tried to use the commercial agreement (12.5% + costs) and some assumptions on what percentage of customers buy just data vs. Value Added Services SB provide to come to a fair valuation.
In August of 2018, ten months after Ted’s cold Twitter DM, StatsBomb proposed a merger where they’d acquire 100% of Arqam for some cash and a significant portion of StatsBomb. Functionally, we had already been working as one company, and we accepted the offer.
Building The Company
We’ve spent a lot of time on the first few years of the company, but all of the actual work and success happened after the acquisition. Prior to the acquisition, Arqam had 2-3 clients and no recurring revenue, and StatsBomb had ~$100k and didn’t own their data.
The next 4-5 years are a blur of learning how to build software, teams and sell. I took every product course I could get my hands on, I sent over 1,000 linkedin cold DMs to try to hire (and got maybe 1 good hire from them).
We made every single mistake in the book, from senior engineers rewriting our entire architecture in new languages then leaving, to poorly thought out incentives for data collectors.
But our customers liked our data, we had room to fail due to the low cost base and we found ourselves (mostly by luck) on the right side of the Computer Vision (CV) and AI revolution that was ongoing.

The whole Computer Vision angle is worth a separate blog post, but in 2016 when we were starting this company, I thought CV and technology would eventually destroy our data generation value.
I had no idea: how valuable our data was as training data, and how much “AI” startups were secretly depending on human collectors:



Over six years, we grew from 2 customers to 300, and $100k revenue to 8-figures in recurring revenue.
We went from some random social accounts, to a scrappy four person startup in Cairo to 1,000+ people over three continents.
The hardest (and most satisfying) part was always finding the people who believed in what we were doing enough to join. These people trusted us enough to forgo whatever career path they were on and build together and for that I am forever grateful.
A special mention to my brother Saad Shahd – who has taught me most of what I know about engineering, building tech products, and becoming a better manager. Late nights in the office building with Saad and talking about everything from politics to relationships will always be one of my favorite memories.
A Bittersweet Ending
Despite success we wouldn’t have dreamed of when starting, this story wouldn’t be complete without it’s frustrating end.
Over the last year or so, the founding group at StatsBomb have had challenges figuring out the right path forward for the company.
Seven years are a lifetime, especially in a high stress environment, and people’s priorities and outlook changed and what they wanted from the company changed. We didn’t see eye to eye about strategy, risk appetite, and on core values and principles.
As a result, we decided to end our partnership as a group, and seek out new ownership*. I’m sure one day I’ll write a bit more about the lessons learned from the ending, but now seems like a better time for reminiscing and celebration!
I will forever be grateful to the founding group for all the battles we’ve taken on together. This life changing experience wouldn’t have been possible without them. It is rare to find people who would have taken a chance on a random 22 year old halfway across the world.
Some Cliches
Here are a list of cliches I’ve learned that I hope I remember for any future endeavor:
- The internet is massive and still underrated. You can meet anyone, start any business, be anyone
- Cold-emails can change your life
This company wouldn’t exist without some very timely cold DMs and e-mails. Hesham found me online because we both wrote at KingFut. I cold-email Ted because I read the StatsBomb blog.
- Courage is probably the most important attribute for an entrepreneur
- Do things that don’t scale (link)
if we were more smart about AI and less courageous we would never have started a manual data collection center
There’s more to unpack here – I’m sure I’ll write more eventually – but I think this is a good summary of quite a crazy story that I was lucky to be a part of.


















