I build production-ready pipelines and research-heavy systems, from uncertain questions to solutions that people can inspect, trust, and use. That being said, I'm a builder at heart that loves to experiment. Most of my work is centered around customer needs, while some exist purely for me and my people to scratch the itch. You know, just your classic kitchen-sink engineer, always there to solve problems :)

All technology should just be batteries; humans get to plug it anywhere to make it their own. It keeps the engineering curious and the research accountable to what can actually be built. Try the one-line setup for ControlKeel, a governance control plane, as it reflects the working style I value: fast iteration, explicit gates, evidence, and human judgment. AI is a great tool, but I have more faith in the human spirit and the friction we create. For the more builds:

  • HERA: Hierarchical Ensemble Reasoning Agent. Google ADK multi-agent system with ensemble voting, Code World Models, and GEPA prompt optimizer
  • ControlKeel: Control plane for AI coding agents. Deterministic policy validation and review gates across hosts to catch governance drift with learned observability
  • Society of Kawaii: Multi-Agent Debate Arena with Prediction Markets
  • Agile LLM Evaluation (IEEE DataPort): A Comparative Analysis of LLMs for User Story Generation
  • Microplastic-PFAS Interactions (Hinkley Center): Ensemble QSPR models predicting PFAS-MP sorption; R² = 0.89 on 3,816 compounds

I like the range, thus I challenged myself to build one idea a day for a month, which led to shipping CVector Energy's agent orchestrator module.

How I Work

I reduce uncertainty quickly: make the first useful version, instrument the risky parts, and keep the interface simple enough that people can trust it.

My taste leans toward quiet interfaces, clear state, and fewer moving pieces. The best experience is often the one that makes a complex system feel inevitable.

I am available immediately for full-time roles where AI systems, product engineering, and research-heavy implementation overlap.

Contact

Looking for a swe, need consulting on AI/ML, or want to talk research? Reach out.

Follow me on X at @arya_minus, schedule a meeting via cal.com/aryaminus, or send me an email.