How a young Saudi founder is bridging AI and psychology
Ahmed Al-Malki’s work at Minus Zero aligns with Kingdom’s ambitions in data-driven systems
Updated 23 November 2025
Waad Hussain
ALKHOBAR: Saudi Arabia’s rapid push into advanced technology continues to create space for young innovators who blend science, creativity, and cultural insight. Among this emerging talent is 23-year-old Ahmed Al-Malki, founder of Minus Zero and lead researcher at NeuroVate Lab, whose work seeks to connect artificial intelligence with human psychology in ways that could contribute to ongoing efforts in education, talent development, and data-driven decision-making.
Minus Zero, the platform Al-Malki developed, uses AI to analyze language and uncover patterns in how people think and make decisions. By merging psychology, linguistics, and data science, the system turns written text into insights related to cognition and emotional balance.
“The goal was simple,” Al-Malki told Arab News. “To build a system that understands how humans think, not just in English, but in Arabic too.”
Minus Zero began as a company research project before evolving into a wider research initiative. It draws from the BEGINING Scale, a model created by academic Dr. Ibrahim Al-Hussein to assess creativity, balance, and decision-making.
“We wanted to bring this model to life,” Al-Malki said. “We wanted to bridge psychology and technology, turning complex human traits into measurable data.”
With a background in computer science, he became interested in how language reflects thought. Word choice, sentence structure, and expression can reveal cognitive tendencies, and this idea shaped the foundation of the Minus Zero model.
Through the platform, everyday writing can be analyzed and displayed in formats that could support education, recruitment, and performance discussions.
A student’s writing could highlight their creative range, while an employee’s report might indicate analytical strengths or communication patterns.
Al-Malki also recognized a gap in the local market: Most psychometric tools were developed abroad, trained in English, and did not fully reflect the Arab language or cultural context.
“In Saudi Arabia, most assessments are static, imported, or linguistically biased,” he said. “They don’t reflect how we think or communicate.”
Minus Zero addresses that by offering bilingual analysis in Arabic and English, designed to better account for local language and cultural nuance.
As AI adoption accelerates under Vision 2030, privacy and fairness have become key considerations. Al-Malki designed the platform with these priorities in mind. It uses federated learning, a decentralized method that trains AI on encrypted data without transferring personal information.
“We built it so privacy is never compromised,” he said. “User data stays where it belongs, but the system still learns and improves.”
Fairness is also central to the system. Minus Zero was trained on balanced datasets to minimize linguistic or demographic bias.
“Our goal is ethical AI — systems that serve people, not exploit them,” Al-Malki said.
Behind the platform is NeuroVate Lab, founded by Al-Malki and operating as a specialized division within GCAD, a Saudi tech startup, to connect academic psychology with applied technology.
“At NeuroVate, we transform scientific theory into real tools,” he said. “Every project starts as a research question in cognitive psychology or neuroscience, then we use AI to make it practical for education, HR, or behavioral analytics.”
The lab is already running pilot programs with schools and companies to test tools that assess creativity, stress management, and decision-making. Educators use the data to understand how students learn, while employers apply it to improve leadership and teamwork.
“Some come in thinking it’s just another assessment,” he said. “But when they see their data visualized, they recognize how it mirrors their mindset — their focus, balance, and even stress patterns.”
Al-Malki’s work aligns with Vision 2030 goals centered on developing local talent and integrating technology into national systems. Minus Zero supports this by offering tools that can help personalize learning and inform data-driven hiring.
“AI can help identify innovators and leaders early, aligning individual potential with national goals,” he added.
His long-term vision is to see greater use of AI-based cognitive tools in education and employment systems, giving students and professionals a dynamic profile that evolves with them.
“When I see someone’s data visualized through Minus Zero, I don’t see numbers,” he said. “I see possibility. I see how science can make us more self-aware.”
As Saudi Arabia invests heavily in innovation and future skills, young researchers like Al-Malki highlight the role local talent plays in contributing to the Kingdom’s technological landscape, not only through new tools but through ideas that reflect the region’s language, culture, and aspirations.
DUBAI: Across the deserts and mountain valleys of the Arab world, drones are now doing work that once took teams of archaeologists months to complete.
In northern Saudi Arabia, for example, aerial surveys can map an entire ancient settlement in minutes, revealing faint outlines of walls, pathways and structures hidden beneath the surface.
These images are later turned into 3D models — part of a growing effort across the region to use technology to trace old trade routes, map forgotten sites and better understand how people once moved across Arabia and beyond.
Much of this work is connected to renewed interest in the Silk Road and the networks that once linked Arabia with the wider world.
Harrat, Khaybar. (Supplied)
The Silk Road refers to a network of ancient trade routes that linked East Asia with the Middle East, North Africa and Europe for more than 1,500 years.
Rather than a single road, it was a vast web of caravan paths and maritime corridors connecting cities from China and Central Asia to Iran, Iraq, the Arabian Peninsula, the Levant and the Mediterranean.
Along these routes, merchants, scholars and travelers exchanged goods such as silk, spices and metalwork, as well as ideas, technologies and cultural traditions that shaped the development of the wider region.
In more recent times, scholars, students and heritage authorities across the Middle East and Central Asia are increasingly relying on drones, laser scanning, photogrammetry and satellite analysis to document archaeological landscapes.
In Saudi Arabia’s AlUla and Khaybar regions — now considered some of the world’s densest concentrations of prehistoric and Bronze Age structures — drone surveys have helped researchers record sites that would otherwise remain inaccessible.
Dr. Hugh Thomas, a lecturer in archaeology at the University of Sydney and co-director of the Prehistoric AlUla and Khaybar Excavation Project, says the scale of the Saudi landscape makes aerial work essential.
“Saudi Arabia contains an exceptionally dense archaeological landscape distributed across a vast geographic area,” he told Arab News. “Drone-based surveys allow large volumes of archaeological data to be collected efficiently.”
A Neolithic mustatil next to a Bronze Age pendant burial in Kaybar. (Supplied/Mat Dalton)
Indeed, many structures sit on steep or remote terrain that ground teams cannot easily reach. This shift to aerial archaeology has also revealed details that would be almost impossible to see from ground level.
Thomas notes that researchers have long suspected a link between water sources and Neolithic mustatil structures, which date back approximately 7,000 years. In 2020, drone images captured by his team near Khaybar also strengthened theories linking mustatil to water sources.
“The drone images revealed that recent rains had settled in specific parts of wadi valleys, exactly where the mustatil were built,” he said. Since then, multiple surveys and peer-reviewed studies have supported this connection, with many mustatil shown to point directly toward water.
In parallel, new technologies are reshaping how archaeologists understand the wider landscape. Thomas says tools such as drones, satellite imagery and 3D modelling allow researchers to document vast areas quickly and at far higher resolution than ever before.
These approaches “enable the rapid, cost-effective documentation of this vast and previously understudied landscape” and create permanent digital records that support long-term monitoring and analysis, he said.
This has been transformative for understanding past movement and land use.
Remote sensing work in northern Saudi Arabia has revealed extensive Bronze Age funerary avenues — pathways lined with monumental tombs, running for thousands of kilometers and linking major oases such as Khaybar, Al-Hait and Al-Huwayyitt.
Drone surveys and 3D models have allowed researchers to classify tomb types more accurately and identify where excavation would yield the most useful results. Thomas says these techniques directly contributed to one of the project’s most significant achievements.
“This has ultimately assisted us with our most recent paper, where we were able to publish the C14 dates of remains found in 40 Bronze Age tombs, helping us understand when these tombs appeared on the landscape and how they developed over time,” he said.
While international collaborations play a central role, Thomas says long-term progress in the Kingdom depends on building local capacity.
He says contributions from Saudi researchers, students and even members of the public are becoming increasingly important.
Archaeologist Don Boyer measures a tower of stones next to a 525m long Mustatil in Khaybar. (David Kennedy)
“Local researchers, students, and members of the public are taking photographs of archaeological sites and sharing them digitally,” he said. “Each image provides a lasting record of archaeological remains.”
In Saudi Arabia’s AlUla, one of the region’s most active archaeological hubs, the Royal Commission for AlUla has supported wide-ranging surveys that combine aerial photography, remote sensing and targeted excavation.
Published research from the AlUla and Khaybar Aerial Archaeology Project describes how thousands of structures — from ancient hunting traps to tombs and settlements — have been recorded using these methods in recent years.
“We’re seeing landscapes we did not even know existed before this kind of work began,” said archaeologist Dr. Rebecca Repper of the University of Sydney in an RCU briefing.
“Technology is helping us reassess northern Arabia’s role in long-distance connections.”
Recent research across Central Asia shows how drones and LiDAR, a remote-sensing technology used to create extremely accurate 3D maps of landscapes, buildings, or buried features, are transforming the study of Silk Road-era landscapes.
In Uzbekistan, a team led by Dr. Michael Frachetti — an archaeologist at Washington University in St. Louis, who specializes in ancient mobility systems — used drone-mounted LiDAR to scan remote high-altitude terrain, revealing two previously undocumented medieval cities, Tugunbulak and Tashbulak.
Researchers excavate medieval pottery at the newly rediscovered medieval Silk Road city Tugunbulak located in the mountains of southeastern Uzbekistan June 8, 2022 (Michael Frachetti)
A 2024 peer-reviewed study, “Automated analysis of high-resolution lidar traces large-scale medieval urbanism in highland Central Asia,” details how these surveys exposed plazas, fortifications and settlement layouts previously invisible from the ground.
In southeast Kazakhstan, a 2021 study in the journal Applied Sciences shows how UAV photogrammetry helped map irrigation networks, settlement traces and burial mounds linked to medieval trade and pastoral routes.
Together, these findings demonstrate how high-resolution aerial mapping is reshaping our understanding of the landscapes and movement patterns that framed the Silk Road.
For governments, these discoveries are more than scientific. UNESCO describes the Silk Roads as a shared heritage space where cooperation is critical, and regional countries have increasingly embraced cross-border research partnerships.
In Saudi Arabia, AlUla’s collaborations with universities including Oxford, Bologna and the French National Centre for Scientific Research reflect a growing diplomatic interest in cultural research.
These partnerships have generated shared excavations, joint field schools and open-access databases — opportunities that were rare in the region two decades ago.
Digital access is also reshaping how the public engages with this history.
The International Dunhuang Project, a global consortium led by the British Library and multiple Asian national libraries, has digitized hundreds of thousands of manuscripts, murals and archaeological fragments linked to the Silk Road.
Its open platform has become a major educational resource for schools and researchers worldwide.
A LiDAR image of Tugunbulak shows a dense settlement along a ridge. (Michael Frachetti)
In AlUla, digital reconstructions and virtual models are increasingly used in classroom activities and community programs.
Youth involvement is part of this shift. In Saudi Arabia, RCU’s assorted heritage guardian programs introduce young people to survey techniques, basic archaeology and remote-sensing tools, helping train a new generation of community researchers.
In parts of Central Asia, student volunteers often support field surveys and digital documentation under national heritage ministries and international missions.
Across deserts, mountains and oasis towns, a fuller picture of ancient networks is beginning to emerge. Every drone flight reveals structures long buried under sand and stone.
“On the plateau, we found a hidden valley with large mounds and undulations on the surface,” Frachetti explained in a Washington University Magazine feature about his team’s drone-assisted work.
“It was obvious, both in person and on the drone-acquired surface model we created, that we had stumbled across something much larger and different from the typical campsite we had expected.”
Recent archaeological work has discovered a fortified 2.6-hectares Bronze Age town (al Natah) in Khaybar oasis (dating around 2400 BCE- 1300 BCE). (RCU)
Meanwhile, every 3D model helps trace how people once traveled, traded and settled across continents.
And every partnership — whether in AlUla, the Gulf, or Central Asia — reinforces the idea that this heritage connects far more than a single nation.
The Silk Road’s story is being rediscovered not through speculation but through data, satellites and the work of a generation that is documenting the past with new precision.