Software Developer | Backend Specialist | Cloud & DevOps Enthusiast | AI engineer
🚀 I'm an experienced software engineer with four years of industry experience, specializing in backend development, cloud computing, and process automation.
🔧 I love building scalable systems, automating workflows, and solving complex problems through collaboration and creativity.
- Languages: Rust, Python, TypeScript
- Frameworks: React
- Cloud & DevOps: AWS, CI/CD
- Specialities: Microservices Architecture, Test Automation, System Scalability
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Lead Software Engineer — Sequencie (2024–Present)
Working on cutting-edge AI and automation solutions, focusing on scalable backend systems, intelligent workflows and distributed systems for data-driven platforms. -
Software Developer (Placement) — Park Air (2023–2024)
Automated static analysis tools, optimised build times, and enhanced automated testing systems. -
Backend Developer — Bankole (2021–2023)
Designed microservices, built CI/CD pipelines, and developed utilities for data transformations. -
Lead Backend Developer — Cinetie (2019–2022)
Led backend operations for a video streaming platform, built DRM video pipelines, and integrated AWS & third-party services.
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Hotel Cancellation Prediction Model
Designed and built from the ground up a machine learning model to predict hotel booking cancellations.- Engineered full data pipelines: preprocessing, feature engineering, model training, and evaluation.
- Achieved high predictive accuracy using ensemble learning techniques.
- Deployed model for real-time cancellation risk scoring.
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Computer Vision Image Classification System
Developed a deep learning-based image classification project from scratch.- Built and trained custom Convolutional Neural Networks (CNNs) to classify images into multiple categories.
- Handled dataset creation, data augmentation, model optimisation, and evaluation.
- Focused on model interpretability and real-world deployment readiness.
- MEng Software Engineering (2022–2026)
University of Huddersfield
On track for First-Class Honours (1:1)
- 📍 Huddersfield, United Kingdom
- ✉️ me@mugisha.co.uk
- 🛠️ GitHub
“Building the future one system at a time.”