I build AI agents that do real operational work, with a person approving anything risky.
Case study: https://ontriggerjoy.com/work/ai-automation/
I design multi-agent AI systems and put them to work on real tasks. My own fleet of AI bots runs my email, finances, records, job search and company operations from one Git repository that every bot treats as the source of truth. At ApexLogics I designed and rolled out AI-assisted development workflows and built automated pipelines that turn a written spec into a working build. Before AI tools, I spent 15 years building and shipping software in game development, and I bring the same habits to automation: clear contracts between steps, checks you can test, and an audit trail.
I designed and run a fleet of 24 AI agents. 18 are work bots, each with one narrow job: a dispatcher that talks to me and hands out work, standing routines for bills, inbox and finance, a Gmail worker, a job-search planner and a separate applier, a records filer, a web builder, a research bot, and a bot that designs and health-checks the other bots. The other six form a "thinking council" that handles big decisions: it frames the question, makes the best case for each option, red-teams the plan and checks it against reality before I choose. All of them work from one private Git repository that acts as the single source of truth. Every bot reads a map file before it touches anything, writes through the GitHub API in batches, and checks the result by commit SHA. Passwords stay in a password manager; the repo only holds pointers.
The planner bot finds roles, scores them against my written preferences, and drafts an application packet. The applier bot can only submit after I approve in plain English and the dispatcher issues a release token that matches the packet's commit SHA. Every form it fills is logged field by field, with the source of each answer, so nothing is invented.
OnTriggerJoy itself runs on these agents: a Slack bot takes requests, files records, and writes documents such as the sales team's portfolio pack, and a company inbox bot sweeps company mail. I also built and shipped ontriggerjoy.com with an AI Automations section and a working enquiry form, plus my own portfolio and resume sites.
Founder. Built and run the AI agent fleet, the company website and its AI Automations offer; shipped Symphorix to Steam Early Access.
Led procedural generation of the pets and terrains and wrote custom shaders that kept the game fast on phones.
Producer and technical lead on several Unity client titles; lead PM and developer on Gamerize Dictionary.
Built an in-house Unity SDK that cut the studio's development time per game from over a year to under three months.
Led Unity development; ported There's Poop In My Soup (K Bros Games) to mobile.
MBA, Human Resources Management (UET Taxila / APCOMS) · BBA (Hons) (NUML / APCOMS)