My Projects

Explore my portfolio of work showcasing innovation, creativity, and technical expertise.

Blended Intensive Program: CERN Particle Accelerator IoT

Blended Intensive Program: CERN Particle Accelerator IoT

Group Project International Collaboration CAN-bus Prototyping

I collaborated in an international team at TH Köln to build a networked, ESP32-based IoT model of a CERN particle accelerator, where I led the hardware schematics and firmware development using CAN-bus communication.

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Lizard Classification (Deep Learning Challenge)

Lizard Classification (Deep Learning Challenge)

Group Project Analysis Machine Learning Python Artificial Intelligence Deep learning

A deep learning image classifier that tells apart 7 visually similar lizard species from photos, built on EfficientNetV2S with two-phase transfer learning, automatic label-noise cleaning and test-time augmentation. Reaches around 79% validation accuracy and scored 0.83 on the Kaggle leaderboard.

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Car Breakdown Prediction Model

Car Breakdown Prediction Model

Group Project Machine Learning Python Data Science Artificial Intelligence

A machine learning project designed to predict whether a vehicle will break down within a 30 day window.

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Data Visualisation: Judo at the Olympics

Data Visualisation: Judo at the Olympics

Data Visualisation Individual Project

An interactive Qlik Sense dashboard that tells the story of judo at the Olympics, from its global spread to whether medals really come down to a country's wealth.

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East-Africa Farmer & Seller Marketplace

East-Africa Farmer & Seller Marketplace

Group Project System Design Analysis .NET API C#

A USSD-based marketplace connecting East-African farmers with sellers, built for 2G networks using a .NET backend.

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Poutrel Yoga Studio: Digital System Design

Poutrel Yoga Studio: Digital System Design

Group Project System Design Analysis Prototyping SCRUM

A comprehensive digital overhaul for a local yoga studio to streamline bookings and administrative workflows.

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Chez-Natalie Web-App: Full-Stack Digital Solution

Chez-Natalie Web-App: Full-Stack Digital Solution

Group Project TALL-stack SCRUM

I built a full-stack digital platform using the TALL stack by integrating fragmented designs and databases into a cohesive, production-ready system through SCRUM methodology.

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