Work · 6 projects
What Ibuild
A selection of what I've built, from a real-time AI voice agent to deep-learning models and the full-stack apps that put them in front of people.
01 / Conversational AI
AI Receptionist
A production-ready AI receptionist that answers business calls 24/7, captures customer and booking details through natural conversation, and emails structured leads the moment a call ends. Built on Twilio voice, OpenAI, Express, and Prisma — available to integrate into your business.
Result: Live demo on this site, 100+ automated tests, now being demonstrated to prospective UK pub customers.
02 / Deep Learning
UAV Predictive Maintenance Digital Twin
LSTM, Transformer, and 1D-CNN models forecasting Remaining Useful Life on the NASA C-MAPSS turbofan benchmark and a synthesized multirotor UAV fleet — served as an interactive digital twin with 3D fleet views, live telemetry, and explainable-AI diagnostics.
Result: Transformer reached 14.12 RMSE on held-out NASA C-MAPSS engines and 97.4% fault-classification accuracy on the UAV fleet.
Moreprojects
Airfoil Selector for Wind Turbines
A tool that ranks airfoil designs for small vertical-axis wind turbines by annual energy production at a specific site — pairing real wind statistics with NeuralFoil surrogate aerodynamics and generating explainable reports on why one design outperforms another.
Guitar Tablature Generation
LSTM and feed-forward neural network that predicts optimal guitar tablatures for any input melody — modelling musical intention and fretting difficulty from training data probabilities.
Heart Disease Prediction
Logistic regression model predicting heart disease likelihood in COVID-19 patients, using clinical and demographic factors including age, smoking status, and cholesterol levels.
Music Genre Classification
CNN model classifying audio files into 10 genres using MFCC features extracted from the GTZAN dataset, with custom preprocessing and normalisation.
Result: 79% accuracy across 10 genres on GTZAN.
Like whatyou see?
Open to junior and graduate software, backend and AI engineering roles.