I build and improve small, clearly scoped Python web applications, AI-enabled MVP features, and business workflow automations. I can work from a written brief, an existing prototype, or an existing codebase and turn it into a tested, deployable deliverable.
This service is a good fit for:
• Finishing or fixing an AI-generated MVP
• Building a lightweight Python web application or internal tool
• Adding API, LLM, OCR, or document-processing features
• Automating CSV, PDF, data-processing, and reporting workflows
• Creating dashboards, review tools, and admin utilities
• Debugging, testing, and deploying an existing application
• Deploying agreed projects to platforms such as Render or Cloudflare
What you will receive:
• A written scope and clear acceptance criteria before development
• Working source code and/or an agreed deployed version
• Testing of the agreed core workflow
• Error handling for the agreed use cases
• Setup and handover documentation
• Clear written progress updates through Guru WorkRoom
Relevant project example:
I built and deployed a privacy-conscious compliance review web application combining a Python rule engine, LLM-assisted analysis, OCR, rate limiting, report generation, and benchmark and regression testing. The project covered the complete workflow from requirements and implementation to deployment and validation.
How I work:
I work asynchronously through written messages and project documents in Guru WorkRoom. I do not participate in voice or video calls. Requirements, examples, expected outputs, and acceptance criteria must be provided in writing. For an existing project, please share the current code, environment details, observed errors, and expected result.
Please do not share sensitive production information in messages. If protected project resources are needed, we will agree on a secure collaboration process before work begins.
The minimum budget covers one small, clearly defined task. Larger applications and MVPs will be reviewed and divided into milestones before development begins.
Before requesting a quote, please send:
What currently exists
What needs to be built, fixed, or changed
Required inputs and outputs
Preferred deadline
The criteria that will be used to approve the completed work