Sitemap
Every page on the site. There is also an XML sitemap for search engines and an llms.txt summary for AI tools.
Pages
Talks
- Agentic AI Systems for Cloud Migration: Embeddings, Orchestration, and Azure Integration
- Using Linear Programming for Route Planning and Job Scheduling
- Large-Scale Time Series Forecasting in Apache Spark
- Signal Analysis using Deep Learning
- Modelling Field Operation Capacity using Generalised Additive Model and Random Forest
- Generalised Additive Model for Gas Boiler Breakdown Demand Prediction
- Deep Neural Network Training and Applications
- Text Mining for Preventative Maintenance
- Analysing High-Frequency Industrial Component Failure using Text Mining Techniques
- Parallelised Time Series Spike Detection using R on the Hadoop Platform
- Multi-seasonal Time Series Modelling using Recurrent Neural Nets
Publications
- Mobile Coverage Analysis using Crowdsourced Geolocation Data
- Recurrent Auto-Encoder Model for Large-Scale Industrial Sensor Signal Analysis
Patents
- Determining Operating State from Complex Sensor Data
- Method of Utility Usage Analysis
- Method and system for detecting anomalies in energy consumption
Tutorials
- Geospatial Optimization
- Textual Inversion for Stable Diffusion
- Using Linear Programming for Route Planning and Job Scheduling
- Linear Programming for Optimal Resources Allocation
Projects
Teaching
XML sitemap and llms.txt