About
Come get to know me!
I'm based in Montreal, Canada, currently pursuing graduate studies in Computer Science with a focus on AI, while also pursuing my other initiatives and staying active outside of academics.
My path into Computer Science started long before university: I worked through and documented in LaTeX over 600 mathematical propositions as self-study exercises across mathematical proofs textbooks, which furthered my ability to think critically — a skill I find decently practical in my work & pleasantly useful occasionally in general. I'm especially drawn to knowing the logical and/or mathematical background of algorithms that I may leverage often — as truly understanding them can help one apply them far more broadly, or even improve upon them, for the efficiency gains may be phenomenal. In particular, I view efficiency as an extremely important attribute to fulfill any form of ambition, and the better the efficiency is towards the start, the more payoff it can possibly give in terms of the particular ambition one applies themselves to. One may argue time is money; more certainly however, time is a ever depleting resource, and to this day, can never be recovered once lost. This further makes efficiency — a direct attribute that affects productivity towards a particular chosen ambition(s) — all the more important.
Beyond the classroom, I've spent several years building and leading community-driven initiatives: founding and leading as President of a university's AI & Robotics Society, co-founding a separate large student club, and leading volunteer teams on large-scale open-source software projects (100s of volunteers managed by me during the development cycles, some of those projects have 100K+ active users currently and are published online). Those first-hand, practical experiences further honed my leadership, communication, efficiency, and perseverance.
I strive to make my daily life as efficient as possible, for I seek my ambitions as if I were a moth to a flame — whilst aware of the limited lifetimes we have. I also have as an ambition the maximization of my own health, life expectancy, and healthspan. In terms of hobbies, I try to orient myself towards hobbies that have some form of healthy aspect to them: dancing, exercise, swimming, hiking, and so on. One further positive to being efficient is that any leftover time due to my efficiency, I can also spend towards my ambitions and/or hobbies.
Education
M.Sc. Computer Science (with Internship)
Université de Montréal — Montreal, QC 2026 – 2028
- Ranked #3 for AI Research in Canada & #9 worldwide for AI research (2025 Shanghai Ranking); #3 in Computer Science in Canada & #52 worldwide in CS (2026 Times Higher Education); home to two Turing Award laureates — Yoshua Bengio (deep learning) & Gilles Brassard (quantum cryptography, 2025 Turing Award).
- Graduate program with direct instruction from MILA (Quebec AI Institute)-affiliated UdeM & McGill faculty — one of the world's largest academic AI research & teaching centres, founded by Yoshua Bengio — spanning deep learning, representation learning, self-supervised & meta-learning, reinforcement learning, generative models (GANs, GFlowNets, diffusion models), NLP & LLMs, computer vision, probabilistic inference, optimization, graph & geometric deep learning, and AI applications in science & robotics.
- Admitted from a competitive applicant pool for CS, with the department awarding only about ~50 graduate degrees per year in Computer Science.
B.Sc. (Honours) Computer Science and Mathematics
Mount Allison University — Sackville, NB 2022 – 2026
- Certifications: Machine Learning with Python (IBM), Object Oriented Design (UAlberta), Microsoft Learn AI Skills (Microsoft Corporation)
- Founder and President of the AI & Robotics Society (2023–2026)
- Co-Founder and Vice President of the Mature Students Club (2023–2025)
Relevant Coursework
Mathematical: Vector Calculus, Multivariable Calculus, Calculus 2, Applied Calculus, Advanced Linear Algebra, Linear Algebra, Mathematical Modeling, Probability and Statistics, Discrete Structures, Real Analysis, Mathematical Optimization, Modern Algebra, Differential Equations, General Physics I & II.
Computer Science: Software Design, Operating Systems, Advanced Data Structures & Algorithms, Database Systems, Computer Networks, Algorithm Analysis, Systems Programming, Digital Electronics and Digital Signal Processing, Artificial Intelligence, Simulation and Modeling, Computer Organization & Architecture, Object-Oriented Design, Introduction to Data Science.
Work & Leadership
Selected Projects
Live adoption metrics — fetched in real time via a public distribution platform's API — for three large-scale software systems I engineered and led as lead developer, each independently designed, built, and shipped to production.
● Loading live adoption data…
Floris Evolved
Co-founder & developer of a full-scale software system overhaul, with extremely positive reception from the users. Also involves networking changes to implement co-operative play
★ … favoritesMedieval Conquests
Founder & lead developer of a massive open source project -- spanning the medieval ages, involving tens of thousands of custom code and assets, including networking code.
★ … favoritesTainted Paths
Built an open source video game overhaul (modificatio): spanning over 100,000 lines of custom code with custom assets and managing 50+ volunteers to develop the software, custom assets, delivering a large-scale, with extensive branching logic and content pipelines.
★ … favoritesAwards & Accomplishments
🏅 UdeM Exemption Scholarship — $11,004 CAD/year
Université de Montréal 2026 – 2028
Awarded full exemption scholarship upon evaluation following admission to the M.Sc. Computer Science program, offsetting tuition surcharges for the full duration of the degree.
🏆 TD Ignite Grant Recipient — $4,000
Mount Allison University 2024
Awarded competitive grant for developing an AI-based educational tool featuring real-time object detection and multilingual support across 243 languages.
🥉 3rd Place — The Pitch Competition ($1,000)
Mount Allison University
Secured recognition for presenting a scalable solution bridging AI and healthcare, showcasing hardware-software integration and algorithm design for medical assistance devices.
🏆 Top 100 Global Ranking — League of Legends (EUW), Season 3
Ranked top 100 among 70M+ active players globally (top ~0.000014%), demonstrating exceptional strategic decision-making and performance under high-stakes competitive pressure.
Skills
Professional Skills
I have a heavy interest in creating efficient works, proving propositions deductively, and improving upon my skills in whichever way possible.
Programming Languages
Frameworks & Libraries
Tools & Platforms
Artificial Intelligence
Software Engineering
Embedded Systems & Hardware
Domain Expertise
Languages
Projects
Contact
To get in touch, please email me at root@faycalkilali.com.

