Work
Client engagements, public projects and the occasional experiment. Confidential work is anonymised rather than hidden.
Services firm, Kathmandu · IT consultant — architecture, rollout, training
Replaced an ad-hoc inbox workflow with a ticketing system, an SLA framework and a small knowledge base. First-response time went from 6 hours to 40 minutes.
First response 6h → 40min · 70% of tickets self-served
Retail client, Kathmandu · IT consultant — architecture, migration, handover
Static front-end on Pages, API on Workers, D1 for reads and R2 for files. p95 latency from 190ms to 68ms and the server contract ended.
p95 190ms → 68ms · 3 servers decommissioned
Confidential client · IT consultant — design and build
R2 → rasterise → structured extraction → arithmetic validation → confidence-gated review queue. Running in production for a services business since early 2026.
1,500 invoices/month · ~92% auto-cleared · ~$40/month model spend
An interactive workshop for engineers at Nepali companies. Hands-on, tool-agnostic, and deliberately sceptical of autonomous pipelines.
Delivered to 4 cohorts · 90 participants
The most useful thing I can do is look at it with you before you commit budget to anything.