Automation, data & business systems.
AI automation, reliable data collection, and custom web systems, supported by business analysis, machine learning where useful, and deployment.
I review the workflow, data quality, and costs before recommending a build. We agree on the expected impact and how to measure it, then take the system through development, production, and ongoing maintenance. The scope is documented under a confidentiality agreement, and you own the software.
Business & Data Analysis
Before building, I map the process, identify bottlenecks, and review the data, KPIs, and reporting. I look at time spent, costs, and potential ROI to decide what is worth automating, what needs improving, and what can stay as it is.
Machine Learning & Predictive Analytics
I prepare and analyze data for forecasting, anomaly detection, classification, or segmentation. I use machine learning when prediction or pattern recognition helps solve the problem, and check it against a simpler approach before putting it into use.
Deployment & Infrastructure
I deploy systems to a VPS or cloud environment, with databases, scheduled jobs, monitoring, logs, and backups. Maintenance keeps them running reliably, with scaling when the workload calls for it.