Hakeem Hannoon Lunar research station · Command deck

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Hakeem Hannoon

The view from the commander’s seat of a research station on a moon of a binary star. Each console on the desk holds part of the record: what I studied, what I built, where I worked, what I wrote, who I am, and how to reach me.

Move the pointer to look around. Select a console, or press 1–6.

Academy Records

Degrees, awards, activities and coursework

  1. Sep 2023 – 2026 High Honours

    University of Saskatchewan

    Honours, Mathematical Physics & Computer Science

    • Mathematical physics
    • Quantum mechanics
    • Applied mathematics
    • Computer science
    • Artificial intelligence
    • Scientific computing
    Awards and scholarships 10
    • 3× Honours Scholarship

      Academic performance-based: given to outstanding students in the university based on their academic performance in the academic year.

    • 3× Dean's List

      Academic performance-based: given to the top 5% of students in the college based on their academic performance in the academic year.

    • 2× Undergraduate Arts & Science Scholarship

      Academic performance and need-based: given to top students with strong academic and leadership qualities.

    • 2× International Students at Risk Award 2024 & 2025

      Academic performance and need-based: given to international students with good academic standing and in need of support to continue their studies.

      Issued Sep 2024 & Dec 2025

    • 2× Undergraduate Student Research Award Spr/Sum 2024 & 2025
    • International Undergraduate Student Award 2025

      Academic performance and need-based: given to international students with strong academic standing and in need of support to continue their studies.

      Issued Jan 2025

    • SIOS Students Scholarship 2025

      Given to international students with good academic standing who are in need of support to continue their studies.

      Issued Jan 2025

    • Arts & Science Student Union Scholarship 2024

      Student involvement-based: given to one student in the university who showcases involvement in clubs and student-led organizations on campus.

      Issued Apr 2024

    • quanTA Student Research Award Spr/Sum 2024
    • Others: mostly travel awards and conference fundings
    Activities 4
    • Rugby Player

      University of Saskatchewan Rugby Team

    • Member Brief involvement

      University of Saskatchewan Rocketry Team

      Worked on CubeSats (small satellites), circuit designs, and avionics design (onboard electronics).

    • Member

      Arts & Science Student Union

    • Volunteer Tutor & Coach

      Community & University Gym

      Taught Quantum Mechanics, Data Structures, Vector Calculus, Calculus I & II, Physics I–III, and C programming.

      Coached weightlifting and recovery technique at the university gym.

    Selected coursework 8
    • Probability Theory
    • Advanced Quantum Mechanics
    • Partial Differential Equations
    • Introduction to AI
    • Introduction to Topology
    • Intro Nuclear & Particle Physics
    • Advanced Electromagnetism
    • Deep Learning & Applications
    Conferences and summer schools 5
    • AACL-IJCNLP 2026

      Hengqin, China, Nov 6–10, 2026 (upcoming)

    • Physics Undergraduate Students Conference 2024

      UBC, Oct 2024

    • MMI Summit for Bio Mathematics

      UBC, Sep 2024

    • Qiskit Global Summer School 2024

      IBM, Jun 2024

    • PIMS Quantum Computing Summer School

      USask, May 2024

    Courses and certificates 2
    • Google Advanced Data Analytics Certificate (2025)
    • AI with Python for Beginners (2025)
  2. Incoming · 2026

    University of Waterloo

    Master of Data Science & Artificial Intelligence

    • Data science
    • Artificial intelligence
    • Machine learning

Project Hangar

Software built and shipped

Career Console

Roles, results and skills, as a timeline

2024–2026
  1. Research Assistant Department of Mathematics & Statistics, University of Saskatchewan May – Oct 2024
  2. Research Assistant quanTA, University of Saskatchewan Jun – Aug 2024
  3. Big Data Analyst Advanced Physics Research Lab, University of Saskatchewan May – Oct 2025
  4. Research Fellow Algoverse AI Research Program Jan – Jun 2026
  1. Jan – Jun 2026 Remote

    Research Fellow

    Algoverse AI Research Program

    • Developed new ways to organize stored user memories, reducing memory misuse by language models by 8.8%.
    • Tested the new memory methods on 10 language models using Azure and Google Cloud.
    • First author of the May 2026 preprint “Mitigating Over Personalization in Language Models via Structured Memory.”
    • Python
    • AI research
    • Language models
    • Azure
    • Google Cloud
    • Model evaluation
    • Research writing

    Read the paper

  2. May – Oct 2025 Saskatoon, SK

    Big Data Analyst

    Advanced Physics Research Lab, University of Saskatchewan

    • Built a Python quantum chemistry model to rank 25 chemical molecules by toxicity.
    • Improved the previous model’s ranking by 31%.
    • Built Python and C tools to move large research datasets from supercomputers to the cloud for analysis and processing.
    • Python
    • C
    • Data analysis
    • Cloud computing
    • Quantum chemistry
    • Scientific computing
  3. May – Oct 2024 Saskatoon, SK

    Research Assistant

    Department of Mathematics & Statistics, University of Saskatchewan

    • Developed algorithms in C, C++, and Python pipelines on supercomputers to simulate complex interacting-particle systems and capture their collision behavior in up to 100 dimensions.
    • Built models that identified critical behavior with 95 percent accuracy in higher dimensions, matching theoretical predictions.
    • Mathematical biology
    • Diffusion systems
    • HPC
    • Simulation
    • Algorithm design
    • Scientific computing
    • Python
    • Applied mathematics
  4. Jun – Aug 2024 Saskatoon, SK

    Research Assistant

    quanTA, University of Saskatchewan

    • Worked on foundational quantum information theory and near-term quantum computing applications.
    • Implemented Qiskit code for quantum algorithms and IBM Qiskit Summer School projects.
    • Explored quantum processing applications in materials discovery, health sciences, and energy.
    • Quantum computing
    • Qiskit
    • Quantum information
    • Python
    • IBM Qiskit
    • Scientific computing

Research Archive

Papers and thesis: abstracts, PDFs, arXiv

2026 Paper

Mitigating Over-Personalization in LLMs via Structured Memory

Role
First author
Status
Accepted to AACL-IJCNLP 2026 (Hengqin, China, November 2026) and to multiple ICML workshops
Document
PDF · 1.2 MB

This paper studies safety failures in memory-augmented conversational LLMs, especially cross-domain leakage and memory-induced sycophancy. It proposes inference-time structured memory representations that partition memories by domain instead of injecting all stored user memories as a flat list. Across seven models on PersistBench, the strongest dynamic partitioning method reduces cross-domain leakage by 8.8 percent on average relative to the baseline while preserving useful personalization.

Read the paper Download PDF arXiv page (opens in a new tab)

  • LLM Safety
  • Memory-Augmented LLMs
  • AI Alignment
  • Privacy
  • Structured Memory
  • PersistBench
  • Cross-Domain Leakage
  • Sycophancy

2026 Thesis

Honours Thesis

Role
Author
Status
Undergraduate Honours Thesis
Document
PDF · 555 KB

Research on symmetry methods for solving non-linear partial differential equations — using the structure of a system's symmetries to construct exact and reduced solutions where direct integration fails.

Read the thesis Download PDF

  • Mathematical Physics
  • Partial Differential Equations
  • Symmetry Methods
  • Applied Mathematics
  • Scientific Computing

2025 Paper

Sustainable Tourism in Juneau, Alaska: A Stochastic Multi-Agent Model

Status
2025 Mathematical Contest in Modeling (MCM), Problem B, University of Saskatchewan
Document
PDF · 4.6 MB

A model of sustainable cruise tourism in Juneau, Alaska, written over four days for the 2025 Mathematical Contest in Modeling. Taking its cue from RollerCoaster Tycoon, it follows every tourist's happiness through the day as they choose among the glaciers, whale watching, the tram and the city. Crowding and a tourism tax raise or lower that happiness, and happier visitors bring more ships in the days that follow. Raising the tax from 5 percent to 22.5 percent keeps the city's carbon footprint stable, while 15 to 20 percent gives the lowest carbon footprint per dollar of tourism revenue.

Read the paper Download PDF

  • Mathematical Modeling
  • Agent-Based Simulation
  • Stochastic Models
  • Sustainable Tourism
  • Carbon Footprint
  • MCM

Personnel Dossier

The record at a glance, and the résumé

Hakeem Hannoon

Honours, Mathematical Physics & Computer Science, University of Saskatchewan

Incoming · 2026: Master of Data Science & Artificial Intelligence, University of Waterloo

Hi, I’m Hakeem, and I love Physics and AI. I want to be useful to other humans, understand more about the universe, and help answer some of the big questions.

Résumé

Placeholder · not on file

No résumé file has been added to the station yet. The record below is compiled from the rest of this site; for a copy of the résumé itself, write through Communications .

Record

Education
University of Saskatchewan · Sep 2023 – 2026 · High Honours
University of Waterloo · Incoming · 2026
Positions
Skills
  • Python
  • AI research
  • Language models
  • Azure
  • Google Cloud
  • Model evaluation
  • Research writing
  • C
  • Data analysis
  • Cloud computing
  • Quantum chemistry
  • Scientific computing
  • Mathematical biology
  • Diffusion systems
  • HPC
  • Simulation
  • Algorithm design
  • Applied mathematics
  • Quantum computing
  • Qiskit
  • Quantum information
  • IBM Qiskit

Communications

Email and profiles

Write about research, collaboration, or any question you have.

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