Browse Projects
Browse projects tagged with "deployment".
AI Portfolio Assistant
WebI built a conversational AI assistant directly into my portfolio site. Recruiters and visitors can ask anything about my projects, skills, and background — and get grounded, cited answers in real time, powered by RAG (Retrieval-Augmented Generation) and Llama 3.3 70B via Groq.
AWS Lambda & Amazon Bedrock: Benchmarking TF-IDF, LSTM, and Zero-Shot LLM Sentiment Analysis
DataA full ML pipeline benchmarking TF-IDF + Logistic Regression, a Keras LSTM, and Claude Haiku via Amazon Bedrock on 50,000 IMDb reviews. The winning model is deployed live as a serverless REST API on AWS Lambda with a Flask frontend.
Birthday Email Bot
SoftwareAutomated birthday email sender that reads a CSV, checks today's date, picks a random letter template, and sends personalised Gmail messages. Runs locally or on a daily GitHub Actions cron schedule.
CNN Food Classifier
DataI built a convolutional neural network that classifies food images into 101 categories using two-stage transfer learning with MobileNetV2. Upload any food photo and get instant top-3 predictions with confidence scores — live on Hugging Face Spaces.
ISS Overhead Notifier
SoftwarePython bot that checks ISS position every 5 minutes via GitHub Actions and emails you when the station is overhead at night. Includes a course-original polling build and an OOP refactor with ISSClient and EmailNotifier classes.
Professional Portfolio Site
WebFull-stack Flask portfolio with a custom admin dashboard, PostgreSQL, a public REST API, media management, automated backups, and CI/CD deployment to Railway via GitHub Actions.
Xavier's Blog
WebFull-stack Flask blog with user authentication, admin-only post management, rich-text comments, Gravatar avatars, and production deployment to Render with PostgreSQL.
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