DriveDesk AI Operator Demo
Sales/support workflow where documents, call audio, transcripts, or CRM leads become RAG-backed analysis, lead scoring, follow-up drafts, Telegram approval, and CRM-safe handoff.
Remote AI automation services
Business workflows turned into owned backend systems.
I build remote-only AI automation, backend/platform, integration, internal-tool, and DevOps work for businesses that need a working system, not a demo shell. The strongest fit is one workflow with a clear success condition, real system boundaries, and enough context to prove the first responsible slice.
Best Immediate Starts
AI workflow automation, CRM/ERP/API adapter, backend/platform slice, DevOps recovery sprint, or DriveDesk AI Operator-style proof route.
Good Fit Filter
Best-fit request shape: backend-owned state, data sources, integration boundaries, approval flow, deployment/recovery path, or AI/RAG step that can be proven with logs, tests, docs, and a handoff.
LinkedIn Services Request Filter
If LinkedIn routes the request as Web Development, Application Development, or Custom Software Development, I still treat it as a fit only when the work has backend/platform, AI workflow, integration, DevOps, or internal-operations ownership. A website refresh, a student assignment, a standalone game, or a generic mobile store is not the right request unless there is a real backend/integration system to own.
Category routing note: LinkedIn Service Page Fit tracks the exact service-category strategy so the live Services page attracts backend/platform, AI workflow, integration, data, and DevOps requests instead of broad site/game/mobile tasks.
Not my target right now: isolated brochure/static websites, student/course assignments, standalone game clones, or generic mobile/ecommerce apps without backend, integration, or operations ownership.
Fast First Message
Send one remote role or one messy workflow with a concrete success condition. I can respond fastest when the first context names the business process, systems involved, what should improve first, and what must not break.
Remote role signal
- Role title, remote setup, stack, team surface, and hiring timeline.
- First-month ownership: the workflow, integration, platform, or DevOps problem that should improve.
- Best proof route: DriveDesk AI Operator proof route.
Project signal
- Business process, tools, data sources, APIs, documents, transcripts, or CRM objects involved.
- One success condition, access constraints, deadline or timebox, and handoff depth.
- Useful first outcome: working slice with tests, logs, docs, and handoff.
AI Workflow / RAG MVP
Document, transcript, ticket, lead, order, support, knowledge-base, or approval workflow with retrieval, scoring, routing, operator review, tests, and runbook.
CRM / ERP / API Adapter
Explicit contracts, mapping, validation, retries, idempotency, logs, rollout notes, and smoke checks across CRM, ERP, 1C, banking, accounting, or custom APIs.
Internal Operations Platform
FastAPI/PostgreSQL backend, records, roles, audit trail, tasks, notifications, admin workflows, Docker deploy path, health checks, and handoff docs.
DevOps / Recovery Sprint
Docker/CI gates, logs, health checks, backup/restore, smoke tests, rollback path, and operator runbook for self-hosted services that must stay operable.
Workflow Teardown + Working Slice
Risk map, data model, integration boundary, first working path, verification plan, and next implementation shape when requirements are still messy.
Proof-Backed Handoff
What I build toward
- Code, tests, logs, smoke checks, docs, and runbook.
- Backend-owned state, audit, retries, idempotency, and adapter contracts.
- Clear boundary between AI output, human approval, and business-system action.
- Enough evidence that another reviewer can inspect the work.
Useful first context
- Business process, system links, data sources, and access constraints.
- One practical success condition and what must not break.
- Timeline, hosting, stack, language, compliance, and handoff depth.
- Existing docs, exports, screenshots, API notes, or repository links if safe to share.