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Ayaan Mallick

@ayaanmallick

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Aspiring data scientist with a focus on machine learning and AI.

Canada

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What I'm looking for

I am looking for opportunities that allow me to innovate in machine learning and data science, ideally in a collaborative environment that values creativity and continuous learning.

I am currently pursuing a Bachelor of Science in Computing Science at the University of Alberta, where I have consistently achieved academic excellence, including being on the Dean’s Honors Roll. My passion for machine learning and artificial intelligence has driven me to engage in various research and practical projects, allowing me to apply theoretical knowledge to real-world problems.

As a Research Assistant at the Alberta Machine Intelligence Institute, I designed a formal verification framework for differential privacy in machine learning systems, contributing to a first-author paper. My internship at Al-Futtaim Group allowed me to streamline HR workflows and develop predictive models, showcasing my ability to leverage data science tools effectively. I thrive in collaborative environments, as demonstrated by my successful projects like DriveSafe and Campus Eats, where I utilized various technologies to create impactful applications.

Experience

Work history, roles, and key accomplishments

Current

Research Assistant

Current

RLAI Lab UofA, Alberta Machine Intelligence Institute

May 2025 - Present (1 month)

Designed a formal verification framework for differential privacy in ML systems using type theory, with findings contributing to a first-author paper targeting peer-reviewed ML venues. Developed and benchmarked CNN and RL algorithms in PyTorch, improving task-specific model performance by optimizing learning and exploration strategies.

PyTorch CNN RL Algorithms Formal Privacy Deep Learning

Human Resources Information Systems & Data Science Intern

Al-Futtaim Group

May 2024 - Jul 2024 (2 months)

Streamlined HR workflows by 30% through feasibility analysis of AI/ML systems. Processed over 100,000 records using Python, Pandas, and Scikit-learn, generating 20+ predictive models with 85% accuracy.

AI Systems Python Pandas scikit learn TensorFlow NumPy

Education

Degrees, certifications, and relevant coursework

University of Alberta

Bachelor of Science, Computing Science

Activities and societies: Dean’s Honors Roll (2023-2024); University of Alberta Admission Scholarship (valued at $5000); University of Alberta Regional Excellence Scholarship (valued at $5000). Relevant Coursework: Software Engineering, Java, Android Studio, Search Planning in Artificial Intelligence, Machine Learning, Neural Networks, Reinforcement learning, Database Systems (SQL/MongoDB), System-Level Programming

Expected to graduate in April 2026 with a Bachelor of Science in Computing Science, Honors. Recognized on the Dean’s Honors Roll (2023-2024) and awarded the University of Alberta Admission Scholarship and Regional Excellence Scholarship, each valued at $5000.