I will build an ai microservice that plugs into your app
About this gig
I help SMEs and tech teams turn AI use-cases into reliable, API-based microservices.
Typical outcomes: document processing & extraction, RAG/knowledge search, chat/assistant endpoints, and Slack/Teams automations delivered in Python or NodeJS with Docker, secured, logged, and ready to integrate into your existing software.
Whats Included (for all packages)
- 1 REST endpoint with basic auth
- Prompt templates & light guardrails
- Light logging (API calls + metadata)
- Python code + Dockerfile (build & run instructions)
- README + brief handover call
- Uses your preferred provider (default: OpenAI, Replicate)
BASIC - Starter Integration
Good for: small, well-defined use-case; quick internal POC you can integrate.
STANDARD - Growth Integration
Good for: adding resilience or a second capability (e.g., Slack command + API endpoint, or doc extraction + RAG lookup).
PREMIUM - Production Microservice
Good for: teams aiming to run this in production with basic observability and safer cost controls.
What I need to start: your use case, sample data or schema, and API keys (or I set up and hand over).
Get to know Joshua Heller
From idea to solution in days with AI agents and custom software
- FromGermany
- Member sinceAug 2025
- Last delivery7 months
Languages
English, German
FAQ
Do you build a UI?
No, this gig is API-first. You’ll get a documented REST endpoint plus Docker, ready for deployment on your server or cloud provider.
Can you deploy into our cloud?
By default I provide the Repo, Docker + instructions. Cloud/VPC deployment or on-prem is outside scope but can be discussed as a custom offer.
Which AI providers do you support?
Default: OpenAI and Replicate. I can adapt to your preference if you provide credentials.
Can you do RAG/knowledge search?
Yes at basic level (small corpus, straightforward retrieval). Larger/complex RAG (chunking strategy, embeddings store, re-ranking, eval harness) is custom scope.
Do you offer ongoing support?
The handover call is included (varies by package). For ongoing ops/monitoring, request a custom offer.

