Systems Builder | Operational Software, Social Products & AI
Mohali, Punjab, India
I study where people and systems break—then build better ways for them to work.
From factory floors, garages and textile mills to social connection and AI agents, I turn unclear real-world problems into working products and systems people can actually use.
- Factory Book — one connected operating record for production, packing, inventory, purchasing, sales and accounts.
- Garage OS — one job lifecycle across inspection, parts, repair, billing and review.
- Textile Mill ERP — follows yarn through process, custody, quality, inventory and settlement.
- GLOW Fasteners — a live industrial B2B product and enquiry website.
- Social Beings — a product exploration asking how small real-world events, trust signals and thoughtful follow-up could help relationships continue after people meet.
- AI Workbench — experiments in memory, evidence-led research, specialist perspectives, approvals and governed execution.
Before building inside a fastener factory in India, I studied web design at the University of the Fraser Valley and worked in industrial distribution and customer operations at Fastenal in British Columbia. That mix taught me to begin with the real workflow, not an imagined feature list.

