Jayant Chaurasia — Automation Engineer. AI agents, n8n pipelines & internal tools for business teams. If it happens twice, it becomes a workflow.
I didn’t study computer science. I studied management (CEMS), then ran fleet operations — and got so annoyed by repetitive work that I automated my own job. Six months later, the company made that my actual job.
Numbers from the company n8n cloud instance and production systems — not vibes.
Each one started as somebody’s repetitive Tuesday.
RAG Slack bot answering operations & support questions for a 700-person workspace. Ingestion pipeline, feedback capture, health monitoring, daily KPI reports — hallucination-tested with adversarial multi-agent audits before rollout.
Extending the knowledge platform from answering staff questions to handling support conversations: retrieval grounding, intent routing, evaluation loops, escalation-to-human design.
End-to-end agent that reads repair invoices (Gemini extraction + fault classification) and files OEM warranty claims in a dealer portal via Playwright — first real claim filed June 2026, replacing a fully manual multi-system process.
8-workflow document-extraction family (Gemini vision OCR) across 3 operating regions, plus finance automation fanning out over 29 legal entities with composite-key + hash deduplication.
6 undocumented enterprise portals reverse-engineered in pure Python: auth flows, token lifecycles, WAF backoff, session-scoped endpoints — 60,000+ catalogue rows delivered where browser automation was the wrong tool.
Multi-phase personal agent pipeline — discovery → research → fit-scoring → documents → dashboard — pairing LLM agents with deterministic Python validators behind a 180-test suite. Agents propose, code verifies.
Campervan-rental app built end-to-end in React Native + Expo (29 screens): hand-built API client against a reverse-engineered auth flow, in-app Gemini assistant with intent routing, Datadog RUM, release builds on real devices.
This is a working miniature of my actual job. Drag the nodes. Connect the loose one (click an output port ●, then an input port). Then hit RUN and watch the data flow — failures, retries and all.
AI-first by default — my development environment is an agent, not an editor.
This is the only step I didn’t automate. On purpose.
chaurasiajayant03@gmail.com