Ten years shipping Angular, React, and Node at scale — now applied to n8n, LangChain, and multi-agent workflows. The kind of automation you can actually trust with real money and real users.
Lead capture, document processing, AI-assisted ops, internal copilots — engineered like backend services, not duct-taped together.
Sales agents that close, support agents that don't hallucinate, ops agents that actually do the work — with guardrails and observability.
B2B teams paying suppliers in stablecoin had to bounce between Coinbase, internal sheets, and ERP. No audit trail, no approvals, no sleep.
Built the production payments console in Angular — multi-sig approvals, on-chain settlement, real-time reconciliation against the company's books. Live with paying customers.
Underwriters were pasting bank statements into spreadsheets, then waiting two days for risk to sign off. Pipeline was bleeding deals.
Replaced the manual flow with a document ingestion pipeline + risk dashboard. OCR, categorization, scoring, and approval routing — all auditable.
SDR team was spending 60% of their day qualifying inbound leads — most of which were unfit. Reps burned out, real opportunities went cold.
Shipped a LangGraph agent that researches each lead (firmographics, intent, fit signals), drafts the first reply, and only escalates to a human when scoring crosses threshold. Eval suite catches regressions before deploy.
Mid-size firm was reviewing 12k contracts/month manually — clause extraction, risk flagging, redline drafting. Three paralegals couldn't keep up.
n8n pipeline pulls contracts from intake, Claude extracts clauses + flags non-standard language, Pinecone surfaces near-duplicates from precedent. Paralegals review surfaces, not raw PDFs.
Engineering kept getting pinged about deploy status, incident timelines, and 'what changed when.' Knowledge was scattered across Slack, Linear, and the deploy logs.
A Slack-native copilot that answers ops questions by querying Linear + deploy logs + Slack history through a RAG index. It cites sources. People stopped @-ing engineers.
Claims processors were toggling between four legacy apps to settle a single claim. Error rate was 11% — and every error was a callback.
Rebuilt the operator console in Angular as a single workspace. Validation moved to the front-end, server enforced invariants, and a thin event log gave audit visibility for compliance.
Auto-classifies inbound Gmail, drafts a reply, and files the thread into the right Notion DB.
Daily revenue digest in Slack — MRR delta, top churners, new logos. Zero queries to write.
Watches a Drive folder, chunks new docs into Pinecone, exposes a chat endpoint. Drop-in RAG.
Takes an email, returns firmographics + a written-by-Claude opener. HubSpot ready.
PDF in → structured JSON out, with non-standard clauses flagged. Plug it into your review queue.
Every merged PR posts a human summary to the Linear issue it closed. Stops the 'what shipped?' Slack thread.
Tell me what's broken, what you've tried, and what 'done' looks like. I read every email — usually reply within 4 hours during Sri Lanka daytime (GMT+5:30).