Summary
Overview
Work History
Education
Skills
References
Projects
Timeline
Generic

Marcus Warren

Kingston,Canada

Summary

Full-stack developer with backend infrastructure expertise. Designs scalable systems, optimizes data workflows, and contributes to ML applications. Proficient in Python, TypeScript, and cloud technologies. Strong communicator and team leader with startup and research experience. Seeking to develop impactful software in collaborative environments.

Overview

4
4
years of professional experience

Work History

Federated Server Network

Capstone Queens
09.2024 - 04.2025
  • Developed distributed server network using GCP for machine learning framework ensuring data privacy.
  • Implemented main server coordination logic, database design, and AI architecture.
  • Negotiated pricing agreements to optimize project resources and budget.
  • Resolved MVP issues through effective communication with project supervisors regarding team progress.

ML Operations Intern

TutorAI
05.2024 - 09.2024
  • Designed and optimized core backend infrastructure for TutorAI's Deep Learning based recommendation algorithm.
  • Implemented a secure and scalable user authentication system.
  • Developed and maintained API routes for interactions between SQL and Vector databases.

Research Team Lead

QMIND (student org)
09.2021 - 04.2024
  • Directed AI research team focused on unsupervised learning applications for recommendation and search systems.
  • Contributed to QMIND consultancy stream, developing software in statistics and deep learning-based NLP for two client-facing teams.
  • Developed fine-tuning techniques for LLMs and trained custom architectures for research and client projects.

Software Developer

Codempowr
01.2023 - 12.2023
  • Developed web and mobile applications for tech services startup.
  • Built API routes to render user-generated UI designs from React to React Native.
  • Implemented and deployed Android app for display kiosks at weddings and corporate events.

Education

Bachelor of Applied Science - Computer Engineering

Queen's University
Kingston, ON
05-2025

Skills

  • Backend frameworks: Flask and Expressjs
  • Operating systems: Linux and FreeRTOS
  • Databases: Supabase, PineconeDB, and Google Firebase
  • Cloud platforms: GCP
  • Programming languages: Python, C, C, Rust, and TypeScript
  • AI frameworks: PyTorch, scikit-learn, and TensorFlow

References

  • Jonah Garmaise, jonahgarmaise@gmail.com, Previous PM @ QMIND, 647-967-9308
  • Alex Beamish, alex@codempowr.com, Founder & PM @ Codempowr, 613-449-0230

Projects

Capstone Project: https://github.com/marcus-wrrn/Federated-Learning/ 

QMIND Research: https://github.com/marcus-wrrn/RewardSearch 

Timeline

Federated Server Network

Capstone Queens
09.2024 - 04.2025

ML Operations Intern

TutorAI
05.2024 - 09.2024

Software Developer

Codempowr
01.2023 - 12.2023

Research Team Lead

QMIND (student org)
09.2021 - 04.2024

Bachelor of Applied Science - Computer Engineering

Queen's University

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Marcus Warren