AI Workflow Automation & Integration
AI is most useful when it is wired into a real workflow rather than used in a chat window. I build Python automations that use large language models to read, write, classify and decide, then hand the result to the next step in your process.
You get AI that does a defined job reliably, with review steps where they matter, instead of a demo that never reaches production.
Hire Me on UpworkWhat I Build
AI content pipelines
From keyword research to AI drafts, human approval and publishing, for example straight into WordPress.
Document analysis
Extract, summarise and classify information from PDFs, emails and transcripts with NLP and LLMs.
AI product features
Add LLM features to your app, such as generating product listings or specs from a short description.
Scoring and matching
Compare documents against criteria, such as resumes against job descriptions, with clear scores and feedback.
AI agents
Multi-step agents that call your APIs and tools to complete tasks, with guardrails and logging.
Typical Use Cases
- Marketplace-ready product listings generated from a short description
- SEO articles drafted, reviewed and published automatically
- Resumes scored against job descriptions with missing skills flagged
- Video transcripts cleaned and structured into JSON
Tools & Stack
- Python
- Anthropic Claude SDK
- OpenAI
- NLP
- FastAPI
- WordPress API
How It Works
01
Tell me the problem
Message me on Upwork with what takes your time. I reply within 2 hours.
02
Get a clear plan
You receive the approach, timeline and fixed cost before any work starts.
03
I build and test
Regular updates while I build, test and refine with your real data.
04
Delivery and support
Documented handover, plus maintenance so everything keeps running.
Frequently Asked Questions
Which AI models do you work with?
I work with the Anthropic Claude SDK and OpenAI models, and choose the model per task based on quality, speed and cost.
How do you keep AI output reliable?
By giving the model a narrow, well-defined job, validating its output in code and adding human approval steps where mistakes would be costly.
Can you add AI features to my existing product?
Yes. I integrate AI into existing backends through APIs. In the Mobileriz platform, for example, sellers describe a product and receive marketplace-ready listings generated with Claude.
Ready to save time?
Describe the problem on Upwork. You get a clear plan, timeline and cost within 2 hours.
Hire Me on Upwork