Nicholas Werugia

Machine Learning Engineer

Bilingual (English & French) software engineer specializing in AI/ML with experience in real-time prediction systems, computer vision, and full-stack development.

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nicholas-portfolio -- bash

Technical Skills

Programming Languages

Python JavaScript Java SQL HTML/CSS C/C++ Bash

Machine Learning / AI

TensorFlow Keras NumPy Pandas Scikit-learn Computer Vision Neural Networks

Web Development

React Django Flask Node.js RESTful APIs Responsive Design

Databases & DevOps

MySQL NoSQL MongoDB Firebase Docker Azure AWS CI/CD

Tools & Software

Git GitHub VS Code Jupyter Jira Figma Agile

Work Experience

Jan - Apr 2025

AI Intern

Hydro-Quebec | Hybrid
Working on artificial intelligence solutions for energy sector challenges.
Apr 2023 - Dec 2024

Machine Learning Engineer (Internship)

M2M Tech Inc. | Remote
  • Developed a real-time machine learning prediction application in Python using pandas for efficient data manipulation.
  • Executed a machine learning pipeline deployment in Azure, achieving 90% prediction accuracy.
  • Developed responsive frontend using HTML, CSS, JavaScript and React with real-time data analysis.
  • Resolved Docker container issues on Linux platforms and enhanced backend with Python Flask and RESTful APIs.
  • Achieved 80% code coverage with comprehensive testing suites using Pytest.
  • Deployed solutions via GitHub Actions for automated CI/CD workflows.
Jan - Mar 2023

Software Engineering Research Coordinator (Internship)

Healthcare Systems R&A | Remote
  • Developed a Python-based computer vision project while coordinating research efforts.
  • Created custom TensorFlow models with advanced techniques like custom layer implementation.
  • Experimented with various model architectures and used OpenCV/PIL for image processing, reaching 82% accuracy.
  • Coordinated team efforts across multiple functional groups using Agile practices.
  • Presented findings to company-wide stakeholders using effective storytelling techniques.

Projects

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AI/ML

Natural Images Classification Model

Developed an image classifier using TensorFlow's Keras with data augmentation and CNNs, achieving 75.57% accuracy.

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👁️
Computer Vision

Healthcare Computer Vision

Python-based computer vision project with custom TensorFlow model for healthcare applications, achieving 82% accuracy.

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🏢
Web Development

CondoCare

Full-stack condo management application with comprehensive testing and user management features.

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💻
Web Development

GetSoft

Software distribution platform with user management system built using modern web technologies.

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❓
Web Development

StackOverwhelmed

Collaborative Q&A platform for developers modeled after Stack Overflow with responsive design.

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✨
Hackathon

SparksOfJoy

Hackathon prize-winning anonymous messaging app designed to spread positivity.

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🗄️
Database Design

School Management Database

Relational database schema with JavaScript and PHP integration for school management.

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Contact Me

Get In Touch

I'm currently open to new opportunities and collaborations. Feel free to reach out!

📧

Email

werugian@gmail.com

📱

Phone

+1 (514) 795-4605

📍

Location

Montreal, Canada

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