Kubernetes fault tolerance and autoscaling
A containerised Python service under Kubernetes HPA, stress-tested to verify it scales and self-heals — 99% availability, with Prometheus recording the behaviour.
Projects
Infrastructure work first. Earlier data and machine learning projects are grouped separately.
Cloud & Infrastructure
DDoS mitigation on AWS with Terraform
A Terraform-provisioned AWS stack that absorbed a 20,000-agent denial-of-service attack while holding CPU below 50%, with a dashboard reading CloudWatch metrics live.
Data & AI
Denoising convolutional autoencoder
A convolutional autoencoder whose decoder is trained to strip noise out of its input rather than just reconstruct it. Built during the Ericsson internship.
Self-learning Snake agents
Snake rebuilt from scratch so every rule was controllable, then NEAT agents that evolve their own neural networks to play it.
Focus monitor
A hackathon tool tracking facial landmarks and head movement to estimate whether someone is focused — and a decent argument for why that should stay a hackathon tool.
Wildfire spread simulation
Semi-empirical wildfire spread modelled over real terrain reconstructed from satellite imagery in Unity, accounting for elevation, wind and vegetation. Published on ResearchGate.
Algeria Told By Data
A collaborative effort to scrape scattered Algerian historical, social and economic data and turn it into visualisations that actually explain something.