About
A builder journey, not a résumé.
From systems work in 2018 to intelligent software used by organizations — the path that shaped how I design products.
I build software that desks depend on — SaaS platforms, automation, and domain tools where failure shows up as a missed renewal, a lost inquiry, or a client call that should never have been needed.
Today that practice is AI product building: document intelligence, retrieval, and systems that amplify expert judgment. Based in Kathmandu. Shipping for real organizations.
Career narrative
How the work got here.
What this path taught
Reliability is a product feature.
Teaching computer science sharpened how I explain systems. Shipping NepalIPMS sharpened how I choose stacks. Sitting with IP desks sharpened what “done” means.
- Systems firstUnderstand the desk before choosing the framework.
- Production over demosIf it does not survive Monday morning, it is not shipped.
- AI with guardrailsExtraction and drafts accelerate experts — they do not replace judgment.
- Small-team edgeCloudflare-native stacks when ops overhead would kill the product.
The person
Enough personality to remember.
- Principle I changedFuzzy-first search → exact-first trust after production ambiguity on the trademark register. Story →
- Tools I reach forNotebook before Figma · TypeScript · Workers / D1 / R2 · a quiet terminal
- Failed project lessonBroad similarity search looked smart in demos and failed during live client calls — trust is the feature.
- TeachingExplaining systems to students forces the same clarity products need
- PortraitEditorial photos coming — photographer brief · framed slot ready on this page
Organizations
Work that runs in production.
Verified products and known operating contexts — no fabricated testimonials.
- Global Law AssociatesWebsite/CMS; IP desk on NepalIPMS.
- Janak Bhandari & AssociatesNepalIPMS for trademark and IP matter management.
- ScholarQuest · Sri · TopRank · YogshalaLive education and wellness platforms in Nepal.
- TeachingComputer science, web technologies, applied product thinking.
Available for
Let’s talk about your system.
- AI Product Development
- Technical Architecture
- SaaS Consulting
- Automation Systems
- Product Strategy