whoami
Tanvir Singh
Software Engineer II at Trilogy. I build the infrastructure that lets AI agents do real engineering work.
I build the infrastructure that lets AI agents do real engineering work: harnesses for platforms agents cannot reach on their own, the product knowledge base they answer from, and autonomous pipelines that triage, fix, test and review maintenance work across six enterprise SaaS products. That work took my own output from 41 merged changes a year to 179, and the team runs on it now.
two years at Trilogy, across six enterprise products
- 580
- defects closed
- 266
- pull requests merged
- 173
- reviewed for others
- 4x
- output growth in 2 years
cat capabilities.md
What I do
Four areas, and I have shipped in all of them. Every line below links to the work it came from.
- 01
Infrastructure & DevOps
Build systems, CI, and the servers underneath. At work and at home, on the grounds that you do not really know a system until you have operated one.
- 02
Backend & Data
Rails, Python, Scala and .NET in multi-tenant SaaS, mostly on systems older than my time at the company.
- 03
AI & Agents
Building the infrastructure that makes agents useful on real systems, and the checks that make their output trustworthy.
- 04
Product & Fullstack
Things I built and shipped to people, from the database through to the screen and out to the app store.
ls work/
Selected work
- Automating the maintenance pipeline
Built the agent infrastructure that now triages, fixes, tests and reviews defect work across six enterprise products. My own throughput went up fourfold in two years.
- Rebuilding two enterprise build systems
Cut one enterprise CRM build from over three hours to under ninety minutes, then authored all seventeen pipelines for a second platform from scratch.
- A customer-facing product in sixteen days
Empty repository to signed public release in sixteen days, built alone: scans a customer estate, classifies upgrade blockers, computes a viable path and produces a readiness report.
cat experience.txt
Where I have worked
cat stack.txt
What I work with
cat contact.txt
Get in touch
Email is best: singhtanvir032@gmail.com. I read everything and reply to anything specific.