Python systems Applied AI Automation
I design and build production Python systems, AI applications, automation and data-intensive platforms.
Available for project-based engagements and selected contract work.
Consulting services
I help businesses replace manual work, test where AI genuinely adds value, and deliver dependable software around their real workflows and data.
For teams with a costly manual process, but no clear technical route forward.
I analyse the workflow, identify where AI or conventional automation is sensible, assess risk and cost, and define a practical implementation plan.
What you get
For teams with a specific workflow they believe an LLM or agent could automate.
I build and evaluate a working prototype against the real use case—document processing, research, reporting, API interaction or multi-step operations.
What you get
For businesses that need a substantial backend, API, data platform or automation system built properly.
I take ownership of design and delivery—from roadmap and architecture through implementation, infrastructure, deployment and documentation.
What you get
Every engagement starts with a free 20–30 minute scoping call to understand the problem and determine the right next step.
Selected work
My work on Pricesearcher's FX/CFD trading platform: MetaTrader execution, a Python trade engine, strategy research, data collection and reporting.
A scheduled MetaTrader 5 pipeline that stores one-minute bars as partitioned Parquet on S3, with local caching and historical backfills for research.
FX/CFD pair-trading research and execution: statistical selection, scheduled signals, MQL5 and Python engines, backtesting and setup monitoring.
How it works
You work directly with me from the first conversation through delivery. I can lead a defined project independently or join an existing team for selected contract work.
Tell me about the workflow, current system and desired outcome.
I’ll recommend the smallest sensible engagement, with clear outputs.
Regular demos, documented decisions and a practical handover.
Tell me what is slowing the business down, what you have tried, and what a successful outcome looks like. I'll help you identify the most sensible next step.
Jonathan Franklin