tanvir.sh

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.

  1. 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.

  2. 02

    Backend & Data

    Rails, Python, Scala and .NET in multi-tenant SaaS, mostly on systems older than my time at the company.

  3. 03

    AI & Agents

    Building the infrastructure that makes agents useful on real systems, and the checks that make their output trustworthy.

  4. 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

all work →

cat experience.txt

Where I have worked

  1. Software Engineer II

    June 2024 — present
    Trilogy (ESW Capital) · Austin, TX — remote
  2. Full-Stack Developer

    January 2023 — June 2024
    Auribises Technologies · Ludhiana, India

education and certifications →

cat stack.txt

What I work with

agent tooling
  • Claude Code
  • OpenCode
  • MCP servers
  • agent harness design
  • LLM tool integration
  • automated code review
languages
  • Python
  • Ruby
  • TypeScript
  • C#
  • Go
  • Scala
  • C++
  • Objective-C
  • SQL
  • Bash
backend and data
  • Rails
  • REST
  • GraphQL
  • PostgreSQL
  • MySQL
  • MongoDB
  • Redis
  • RabbitMQ
  • Sidekiq
  • Celery
platform and CI
  • GitHub Actions
  • Jenkins
  • Docker
  • Kubernetes
  • Terraform
  • AWS
  • self-hosted runners
  • code signing
day to day
  • incident response
  • root cause analysis
  • regression testing
  • security hardening
  • code review

cat contact.txt

Get in touch

Email is best: singhtanvir032@gmail.com. I read everything and reply to anything specific.