n8n Developers | Custom Workflow & Automation Solutions

Meet the Developer

Meet Sandeep Patharkar, an AI automation architect and n8n specialist who has trained over 10,000 professionals and works on building production-grade AI automation systems. Through Fast Track AI Mastery, Sandeep focuses on orchestration, AI agents, and scalable automation patterns that go beyond simple workflows. He’s especially interested in how n8n can act as the “control plane” for modern AI systems.

The Problem That Sparked It All

Early in his work with automation, Sandeep noticed that many teams could build demos quickly but struggled to keep workflows reliable once they hit real-world complexity. Manual fixes, silent failures, and brittle logic were common. That gap between “it works once” and “it works every day” pushed him to focus on automation as a system, not just a sequence of steps.

Top 5 Workflows Built by Sandeep

Nos	Workflow	What It Does	Impact
1️⃣	AI Intake & Routing	Routes incoming requests to the right AI agents and workflows using n8n	Reduced manual triage by ~70%
2️⃣	AI Agent Orchestration	Coordinates multiple AI agents with retries, fallbacks, and context handling	Improved response reliability
3️⃣	Error Monitoring & Recovery	Detects workflow failures and triggers automated recovery paths	Cut downtime significantly
4️⃣	Knowledge Sync Pipeline	Keeps vector stores and internal knowledge bases in sync	Prevented stale AI responses
5️⃣	Reporting & Observability Flow	Aggregates logs, metrics, and summaries into a single view	Faster debugging and audits

Impact Beyond Workflows

What started as building automations turned into a mindset shift. Instead of asking “Can this be automated?”, Sandeep now asks “How does this behave at scale, under failure, and over time?” The most rewarding moments come when teams realize that automation isn’t just about saving time — it’s about designing systems they can trust.