Projects

• Dec 2025

  Private cloud infrastructure for a distributed whiteboard

  Self-hosted MicroK8s cluster running a real-time collaborative whiteboard.

  ★Autoscaling 1 → 5 replicas

  • Kubernetes (MicroK8s)
  • Docker
  • Ingress-NGINX
  • MongoDB Atlas
  • Prometheus
  • Grafana
  • WebSockets
  • Ubuntu

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• May 2026

  Event RSVP: serverless AWS application

  Event registration app built entirely on managed AWS services.

  ★Atomic concurrent RSVPs with DynamoDB transactions

  • AWS Lambda
  • API Gateway
  • DynamoDB
  • Aurora (MySQL)
  • S3
  • CloudFront
  • Node.js
  • AWS SDK v3

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• Jun – Sep 2026

  Comparative study of text categorisation models

  Controlled comparison of SVM, BiLSTM, BERT and zero-shot text classifiers.

  ★11 models served from one API

  • Python
  • PyTorch
  • TensorFlow/Keras
  • scikit-learn
  • Hugging Face Transformers
  • Django REST Framework
  • React
  • Docker

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• Jan 2026

  Online referendum and voting platform

  Full-stack web app for running referendums online.

  ★React front end with an Express and MongoDB API

  • React
  • TypeScript
  • Node.js
  • Express
  • MongoDB

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