# Role Fit

Public role-fit page for remote backend/platform, AI automation, integration, DevOps,
internal-tools, and fixed-scope business automation work.

## 30-Second Fit

I am strongest when the work has:

- one messy business or technical workflow;
- Python/FastAPI/PostgreSQL or adjacent backend/platform surface;
- AI/RAG, document, transcript, ticket, lead, or operator workflow potential;
- CRM/ERP/1C/accounting/banking/API/custom database integration boundaries;
- Docker/CI/deployment/recovery work that needs tests, logs, docs, and runbooks;
- enough ownership to ship one working slice and prove it end to end.

Current anchor: remote Autoschool54 / DriveDesk digital infrastructure work since March 2024.

Main case direction:
[DriveDesk AI Operator](https://alexgerlitz.github.io/AlexGerlitz/drivedesk-ai-operator.html) for
AI sales/support workflows with RAG, transcript analysis, lead scoring, Telegram approval, n8n,
CRM adapter contracts, audit, retries, and runbook proof target.

## Best Role Matches

| Role | Fit | Review first |
| --- | --- | --- |
| AI Automation Engineer | RAG/workflow systems, ingestion, retrieval, summaries, scoring, routing, approvals, CRM handoff, and auditability. | [AI Ops offer demo](https://github.com/AlexGerlitz/ai-ops-workflow-kit/blob/main/docs/OFFER_DEMO.md) |
| Backend Engineer | FastAPI/PostgreSQL systems, records, roles, workflow state, OpenAPI, tests, Docker, and docs. | [DriveDesk Core](https://github.com/AlexGerlitz/drivedesk-core) |
| Platform Engineer | Tenants, adapters, workers, contracts, audit/outbox, SDK/OpenAPI, CI, docs, and operations. | [DriveDesk Core Review](https://alexgerlitz.github.io/AlexGerlitz/drivedesk-core-review.html) |
| Integration Engineer | CRM/ERP/1C/banking/API/custom database boundaries, mapping, validation, retries, and logs. | [DriveDesk AI Operator](https://alexgerlitz.github.io/AlexGerlitz/drivedesk-ai-operator.html) |
| DevOps / Self-Hosting Engineer | Docker, CI gates, health checks, logs, backups, release notes, recovery paths, and runbooks. | [DeployMate](https://github.com/AlexGerlitz/deploymate) |
| Internal Tools / Ops Automation Engineer | Admin panels, operator workflows, roles, records, audit, docs, deployment, and support paths. | [Proof of Work](./PROOF_OF_WORK.md) |

## Fast Review Path

| Step | Open | Why |
| ---: | --- | --- |
| 1 | [One-page brief](https://alexgerlitz.github.io/AlexGerlitz/one-page-brief.html) | Short profile, current experience, proof links, and contact route. |
| 2 | [Resume](https://alexgerlitz.github.io/AlexGerlitz/resume.html) | Remote experience, target work, skills, and public projects. |
| 3 | [DriveDesk AI Operator](https://alexgerlitz.github.io/AlexGerlitz/drivedesk-ai-operator.html) | Main AI workflow case direction. |
| 4 | [AI Ops offer demo](https://github.com/AlexGerlitz/ai-ops-workflow-kit/blob/main/docs/OFFER_DEMO.md) | Concrete RAG, scoring, approval, and mock Bitrix handoff proof. |
| 5 | [Verification pack](https://alexgerlitz.github.io/AlexGerlitz/verification-pack.html) | Demos, CI, docs, runbooks, and evidence links. |
| 6 | [DriveDesk Core review](https://alexgerlitz.github.io/AlexGerlitz/drivedesk-core-review.html) | Backend/platform foundation proof. |

## Fit Questions

Useful questions for a role or project discussion:

- What is the first workflow that should improve?
- Which systems, APIs, documents, transcripts, or CRM objects are involved?
- What should remain under human approval?
- What must be logged, tested, audited, or recoverable?
- What is the first-month success condition?

## Fast Answers

| Topic | Answer |
| --- | --- |
| Work mode | Remote-only. Full-time roles and contract/fixed-scope work are both relevant. |
| Best environment | Real ownership, messy workflows, backend/platform surface, and evidence-friendly delivery. |
| Strongest stack | Python, FastAPI, PostgreSQL, Docker, GitHub Actions, OpenAPI, tests, AI/RAG workflows, integrations. |
| AI usage | AI accelerates research, implementation, debugging, review, docs, tests, and comparison. Verification still happens through code, logs, CI, smoke checks, docs, and hands-on inspection. |
| Best first task | One real workflow with one success condition and enough access/context to ship a verified slice. |
| Project budget route | Use [fixed-scope offers](https://alexgerlitz.github.io/AlexGerlitz/fixed-scope-offers.html). |

## Links

- Visual role-fit page: https://alexgerlitz.github.io/AlexGerlitz/hiring-screen.html
- AI automation role fit: https://github.com/AlexGerlitz/AlexGerlitz/blob/main/AI_AUTOMATION_ROLE_FIT.md
- Start conversation: https://alexgerlitz.github.io/AlexGerlitz/start-conversation.html
- One-page brief: https://alexgerlitz.github.io/AlexGerlitz/one-page-brief.html
- Resume: https://alexgerlitz.github.io/AlexGerlitz/resume.html
- Verification pack: https://alexgerlitz.github.io/AlexGerlitz/verification-pack.html
- DriveDesk AI Operator: https://alexgerlitz.github.io/AlexGerlitz/drivedesk-ai-operator.html