Custom development
AI automation
Turn documents, messages and repetitive tasks into a connected workflow you can supervise.
I build AI workflows around the way your business already operates. A document, message or scheduled task can trigger extraction, classification, analysis and a useful action in your existing tools.
The surrounding software matters as much as the model: clean inputs, structured outputs, validation, human review, integration handling and a clear run history. I can combine these into a dashboard where you see what happened, review uncertain results and retry failed tasks.
What I can build
Choose the modules your project needs. The features, integrations and delivery scope are agreed around your requirements.
Document processing
- PDF, image and OCR extraction workflows
- Structured field extraction and classification
- Source-linked summaries and document comparison
AI assistants & search
- Search and answers over approved reference material
- Task-specific assistants with connected tools
- Structured outputs for downstream software
Business workflow automation
- Event-triggered and scheduled processing
- Multi-step tasks across APIs and internal tools
- Approval gates before external actions
Review dashboards
- Side-by-side source and extracted result views
- Approve, correct, reject and retry controls
- Work queues, status tracking and role-based access
Validation & evaluation
- Schema checks and domain-specific validation rules
- Reviewed example sets and regression checks
- Prompt / model version tracking and output comparisons
Monitoring & deployment
- Run history, error alerts and usage reporting
- Queues, bounded retries and recoverable jobs
- Deployment, configuration and operating documentation
System architecture
From incoming information to a completed task
An AI workflow with connected preparation, validation, human review and action modules. Follow the correction and recovery loops, then inspect how reviewed results feed evaluation.
Human approval where it matters
Sensitive or uncertain actions wait for review, with the source and proposed output visible together.
Visible usage & run history
Track processing time, model usage, errors and review decisions across the workflow.
Controlled access
Limit which data and actions each integration can access, and keep secrets out of prompts and logs.
Explore how the modules connect
Select any module to see what it receives, what it sends and the rules it applies. Connected paths light up in the direction the data travels.
Keyboard: Tab to a module, Enter to select, Escape to clear.
What you receive
A working system and the documentation to operate it. Handover is tailored to the modules included in your project.
- Configured workflow and connected integrations
- Validation rules and representative evaluation examples
- Review tools and run-monitoring views
- Deployment instructions and workflow documentation
Related work
Explore the architecture and engineering behind systems I've built.
Tradier AI Swing Desk
AI-assisted swing platform for Tradier — analyst PDFs parsed by AI, human-reviewed, executed with bracket exits.
View projectBitget Vision Trader
Telegram chart posts read by GPT-4 Vision and executed on Bitget futures — multi-tenant.
View projectAI Backtester
Full-stack backtesting product — AI writes the strategy code, sandboxed execution runs it, deterministic engines score it.
View projectLet's map out your system
Share the task you repeat, example inputs, the output you need, your existing tools and which actions should require your approval.