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Queen Mary University of London · 2025–2026

My masters journey

A year of moving from industry back into education: studying Advanced Computer Science, building with new communities, and making London part of the classroom.

13 milestones
1 academic year
London the wider campus

The timeline

Learning beyond lectures

Academic milestones sit alongside the fellowships, meetups and hackathons that shaped the year.

Ayman marking the end of his six-year journey at Mastercard
Academic

Closing one chapter, opening another

After six years at Mastercard, I said goodbye to the team that shaped my early career and prepared to move to London for a master’s in Computer Science at Queen Mary University of London.

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Announcement of Ayman starting his MSc at Queen Mary University of London
Academic

Starting the MSc at QMUL

I began the MSc in Advanced Computer Science, bringing six years of industry experience into deeper study of machine learning, big data and functional programming.

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The QMUL Computer Science Society team at the Encode London Hackathon
Community

Third place at my first London hackathon

Representing the QMUL Computer Science Society, our team built Phantom Fraud in 72 hours and placed third in the Encode London Hackathon’s Solana bounty.

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A London.js meetup attended after classes
Community

My first London tech meetup

I headed to London.js after classes and learned about web performance, creative programming education and emerging protocols for AI agents.

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A modern data engineering workshop in London
Event

Exploring the modern data stack

A Confluent workshop connected classroom interests with a live pipeline spanning Kafka, Flink, time-series forecasting, Iceberg and DuckDB.

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Reading The Scaling Era beside the River Thames in London
Community

Making space to keep learning

Between university work and London life, I took The Scaling Era to the Thames and reflected on the people and ideas shaping modern AI.

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Finovate Europe 2026 event announcement
Event

Returning to fintech with a student’s perspective

Finovate Europe offered a fresh look at financial services, AI and fraud defence while reconnecting my master’s studies with my earlier payments experience.

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Acceptance into the Nebius Academy AI Engineering fellowship
Fellowship

Accepted into Nebius Academy

In the middle of exam season, I joined a 14-week AI Engineering fellowship to study LLM architecture, performance engineering, post-training and production MLOps.

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Architecture of the repository summarisation project
Fellowship

Building a code-aware repository summariser

For the Nebius Academy challenge, I built an API that uses Tree-sitter and token-budgeted context assembly to turn GitHub repositories into useful summaries.

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Interactive System Design project about wet-lab experiment documentation
Academic

Designing for work at the lab bench

Our Interactive System Design project explored how wet-lab researchers document experiments, moving from user research and conceptual models to iterative prototypes.

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A talk at the Nebius Build London event
Fellowship

Seeing AI infrastructure at production scale

At Nebius Build/Lon, I connected the fellowship’s foundations to GPU-era serverless systems, inference performance, coding benchmarks and real-world agent reliability.

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The team presenting at the Tech Europe Hackathon
Event

Bridging deep science and venture capital

At the Tech Europe Hackathon, our team built an AI research-to-investment pipeline and received an award for the event’s most secure codebase.

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Amjad Masad and Paul Graham speaking at Replit London
Event

Ending the year among London’s builders

A Replit London conversation with Amjad Masad and Paul Graham made a fitting final marker for a year spent studying, building and joining the city’s technology community.

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