RESUME

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My Experience

A glimpse into the diverse roles and responsibilities that have shaped my journey.

Experience 1

Machine Learning Research Assistant

Wilfrid Laurier University | May 2025 - Present

● Lead end-to-end ML workflows in Python across 3+ research projects, from preprocessing to modeling and evaluation.

● Optimize deep learning models in PyTorch and TensorFlow, improving error metrics by 15%+ on financial time-series data.

● Build 10+ predictive models with scikit-learn, NumPy, and Matplotlib visualizations, cutting analysis time by 30%.

● Debug and refactor Python pipelines, resolving 200+ errors and environment conflicts for 100% reproducibility.

Experience 2

Software Developer Co-op

Civiconnect | Sep. 2024 - Dec. 2024

● Developed 2 full-stack web platforms for tourism and residential e-commerce, increasing conversion rates by 25%.

● Accelerated development by 30% with a React and Tailwind CSS front-end and a Node.js and Strapi CMS back-end.

● Optimized performance, achieving a 100% SEO score and 95%+ in performance metrics, reducing load times by 40%.

● Collaborated with a cross-functional Agile team over 8 sprints, achieving 100% of sprint goals and on-time delivery.

● Engineered CI/CD pipelines with GitHub Actions, Vercel, and GitHub Workflows to automate deployments.

Experience 3

Software Engineering Instructor

OGAV | Jan. 2024 to Aug. 2024

● Taught a multi-level Python curriculum to 25 students in 50+ lessons, covering data structures, algorithms, and OOP.

● Led hands-on projects with a 95% completion rate, improving students' debugging and problem-solving skills.

● Optimized the curriculum by 30% through iterative updates based on student feedback and performance metrics.

My Projects

Delve into a collection of my projects that spotlight the fusion of my technical skills and creative innovation.

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My Community Involvement

A look at my active participation and contributions to university clubs and community-building initiatives.

Community 1

Laurier Computing Society

Community Engagement Lead

September 2022 - Present

  • Built expertise in software, cybersecurity, and networking through active participation in events that fostered community-building.
  • Enhanced tech knowledge and connections by networking with peers and professionals to stay current on industry trends.
  • Led a team project from design to presentation in the Project Program.
Community 2

The Citizens Foundation

Fundraising & Awareness Advocate

September 2022 - Present

  • Promoted education opportunities for underprivileged communities.
  • Organized events to raise awareness and support for educational projects.
  • Collaborated with team members to fundraise for community initiatives.
Community 3

Artificial Intelligence Club

AI Project Contributor

September 2022 - Present

  • Gained hands-on experience with machine learning through workshops and projects.
  • Collaborated with peers on AI projects, enhancing teamwork skills.
  • Participated in hackathons to apply AI skills in real-world scenarios.
Community 4

UX Laurier

UX Design Project Collaborator

September 2022 - Present

  • Participated in UX design workshops to improve user-centered design skills.
  • Worked on real-world projects with industry mentors.
  • Collaborated with peers to create user-friendly interfaces and prototypes.
Community 5

Laurier Analytics Society

Data Insights Developer

September 2022 - Present

  • Engaged in computing events and activities to expand programming knowledge.
  • Networked with professionals to explore various tech career paths.
  • Contributed to team projects, developing strong collaboration skills.
Community 6

Laurier Wealth Management Association

Finance Strategy Developer

September 2024 - Present

  • Gained insight into wealth management and financial planning.
  • Engaged in discussions with industry professionals on investment strategies.
  • Participated in simulations and case studies on finance topics.
Community 7

Business Design Laurier

Business Design Specialist

September 2022 - Present

  • Developed business models for innovative solutions in team projects.
  • Learned design thinking and applied it to real-world scenarios.
  • Worked on case studies to understand market needs and opportunities.
Community 8

Laurier Women in Computer Science

STEM Advocate

September 2022 - Present

  • Built programming skills through coding workshops and study groups.
  • Connected with women professionals in the tech industry.
  • Participated in hackathons focused on promoting diversity in tech.
Community 9

Results Canada

Advocacy Team Leader

February 2021 - March 2023

  • Organized monthly meetings and coordinated activities to foster community engagement.
  • Advocated for policy changes through campaigns, working closely with other volunteers.
  • Developed leadership skills by mentoring new members and leading projects.
Community 10

Business Entertainment Laurier

Media & Culture Collaborator

September 2023 - Present

  • Engaged in business events focused on the entertainment industry.
  • Networked with industry experts and gained insights into business roles.
  • Participated in discussions about trends in entertainment and media.

My Certifications

A showcase of certifications highlighting my expertise and dedication to continuous learning in technology.

CS101: Introduction to Computer Science I

Programming Fundamentals Java Syntax Object-Oriented Programming Control Structures Data Types

Issued August 2021

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CS102: Introduction to Computer Science II

Advanced Java Data Structures Sorting and Searching Algorithms Recursion Exception Handling

Issued August 2021

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CS105: Introduction to Python

Python Basics Functions Control Flow Data Manipulation File I/O

Issued August 2021

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CS107: C++ Programming

C++ Syntax Memory Management Object-Oriented Programming Pointers Standard Template Library (STL)

Issued August 2021

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CS201: Elementary Data Structures

Arrays Linked Lists Stacks Queues Trees

Issued August 2021

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CS202: Discrete Structures

Logic and Proofs Set Theory Functions and Relations Graph Theory Combinatorics

Issued August 2021

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CS301: Computer Architecture

CPU Architecture Assembly Language Memory Hierarchy Digital Logic Instruction Sets

Issued August 2021

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CS302: Software Engineering

Software Development Lifecycle (SDLC) Requirements Gathering Design Patterns Testing Project Management

Issued August 2021

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CS401: Operating Systems

Process Management Memory Management File Systems Concurrency System Calls

Issued August 2021

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CS402: Computer Communications and Networks

OSI Model TCP/IP Protocols Network Design Routing Network Security

Issued August 2021

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CS403: Introduction to Modern Database Systems

SQL Relational Databases Normalization Transactions Data Modeling

Issued August 2021

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CS406: Information Security

Cryptography Network Security Risk Management Authentication Security Protocols

Issued August 2021

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