AI Automation
RAG, transcript/document workflows, scoring, routing, approvals, human review, Telegram, n8n, and CRM actions.
Public role fit
Remote AI automation, backend/platform, integration, and DevOps work.
I build working business systems: FastAPI/PostgreSQL backends, AI/RAG workflows, transcript and call analysis, approval flows, integration adapters, Docker/CI release paths, health checks, docs, runbooks, and recovery procedures.
Backend / Platform
Python, FastAPI, PostgreSQL, workflow state, OpenAPI, tests, Docker, audit/outbox, and adapter boundaries.
Integration / CRM
Explicit contracts, mapping, validation, retries, idempotency, logs, rollout notes, and recovery paths.
Current Proof Foundation
- DriveDesk AI Operator: main AI sales/support workflow case direction.
- AI Ops offer demo: transcript, RAG, lead scoring, approval, n8n Telegram payload, and mock Bitrix CRM handoff.
- AI Automation Role Fit: backend-owned AI workflow boundaries, approval flow, CRM handoff, and production-readiness evaluation.
- DriveDesk Core: backend/platform foundation, public demo, CI, docs, and adapter boundaries.
- AI Ops Workflow Kit: RAG/workflow direction, approvals, pgvector-ready storage, n8n and Telegram boundaries.
- DeployMate: deployment, release gates, health checks, runbooks, and recovery discipline.
Good First Context
- Role or project surface.
- Remote setup and expected ownership.
- Stack or systems involved.
- Current workflow or technical pain.
- What should improve first.
- Timeline, deadline, or first-month success condition.