Building intelligence that runs on your own machine.

A private local knowledge system using RAG and MCP, enabling semantic search over personal notes and documents with ChromaDB, sentence-transformers, and Qwen3 via Ollama/LM Studio exposed through a FastMCP tool interface.

• Python
• RAG
• MCP
• ChromaDB
• Ollama
• LM Studio

A Flask app that strips invisible Unicode and AI watermark characters from text, with an inline diff view so you can see exactly what was removed.

• Python
• Flask
• JavaScript
• Diff UI

Real-time hand gesture classification from a webcam feed, pairing MediaPipe landmarks with a trained SVM classifier.

• Python
• MediaPipe
• scikit-learn

An ML-based news aggregator utilizing NLP and RestAPI, orchestrating data collection and categorization workflows to provide personalized, data-driven insights.

• Python
• NLP
• REST API
• Machine Learning

A web-based analytics app integrating NLP and robust data pipelines, automating job-ad categorization and enhancing data quality for actionable intelligence.

• Python
• NLP
• Data Pipelines
• Web Analytics

A multi-source scraper for Melbourne AI and ML roles across SEEK, LinkedIn, and Indeed, with a Flask dashboard backed by SQLite.

• Python
• Flask
• SQLite
• Scrapling
• APScheduler

Implemented deep CNNs for human action recognition and multi-label meme classification, critically evaluating model performance for data-driven solutions.

• Python
• TensorFlow
• Keras
• CNNs

Designed, evaluated, and deployed complete ML solutions for real-world applications in traffic and energy, optimizing processes and managing full data lifecycles.

• Python
• scikit-learn
• ML Pipelines

Developed with ROS2 on The Construct platform and conducted research on the TIAGo robot for the @Home project, exploring real-world system interactions.

• ROS2
• Python
• Robotics