Alex Gerlitz
Remote AI automation / backend / DevOps
Remote-only engineering - Business systems that can be operated
DriveDesk AI Operator: AI workflow platform proof.
Main project direction: AI sales/support workflows where calls, transcripts, documents, and CRM leads become RAG-backed analysis, lead scoring, tasks, follow-up drafts, Telegram approvals, and CRM actions through backend-owned state, audit, retries, and adapter contracts.
Pinned Proof Repositories
DriveDesk Core
Operations and integration platform foundation: tenants, RBAC, audit/outbox, adapters, OpenAPI, CI, docs and public demo.
AI Ops Workflow Kit
One-command AI workflow demo with RAG, transcript analysis, lead scoring, approval queue, mock Bitrix handoff, Docker and integration boundaries.
DeployMate
Self-hosted deployment control panel direction with CI/CD, SSH runtime tooling, health checks, runbooks and incident handling.
MPlusForm
Validation and trust-boundary proof around client-side data, Python/Lua sync, Windows automation and operator docs.
Flagship Killer Demo
DriveDesk AI Operator is the sharpest demo direction: upload a transcript or CRM lead, run RAG and call analysis, approve the draft in Telegram, then create a CRM task/comment through a reliable adapter contract.
Backend-Owned Workflow
The selling point is not gluing nodes together. The backend owns state, RAG, audit, retries, idempotency, quality checks and adapter contracts; n8n stays the orchestration layer.
First Month Ownership
- First 48 hoursMap workflow, technical surface, risks and first provable slice.
- Week 1Stabilize boundaries, smoke checks, contracts and first implementation plan.
- Week 2Ship one working API/admin/AI/integration/DevOps slice with evidence.
- Weeks 3-4Harden, document, demo and turn findings into the next slices.
Best-Fit Work
- Remote rolesBackend, platform, AI automation, DevOps, integration and internal tools.
- Fixed-scope projectsConcrete RAG, integration, DevOps and ops-platform packages.
- Operating styleUse AI to move faster, then verify with code, tests, logs, docs and runbooks.
- EvaluationSend one messy workflow plus one success condition.