Multi-agent orchestration
Autonomous, goal-oriented systems that coordinate tools, context, and judgment.
↗Engineering leader · Researcher · Builder
Directedvelocity.
I build engineering organizations that move at AI-speed without the systemic debt.
01 / Thesis
Dev velocity is becoming a commodity.
Directed velocity is the advantage.
The work is no longer just to ship faster—but to aim intelligence, systems, and teams at the right frontier.
02 / Current focus
From model capability
to operational leverage.
AI-native security
Vulnerability intelligence, cloud posture, and incident response designed around agents.
↗Precision engineering
Directed velocity: technical execution tightly coupled to product value and P&L.
↗NOW / MAAYAAISecurity work,
Security work,
re-architected
around agents.
Technical vision and end-to-end development for an AI-native cybersecurity platform spanning vulnerability assessment, cloud intelligence, and incident response.
2lines of JavaScript
A plugin that helped pivot Makua from B2C to scalable B2B SaaS.
20+years building
Research, ERP, startups, mobile platforms, SaaS, and agentic AI.
03 / Field notes
Thinking in public.
Systems / 8 min
Directed velocity is the constraint
Why AI-speed changes the scarce resource from implementation to judgment.
Read note ↗Research noteThermal Training Dynamics
A practical enhancement for neural network training efficiency.
Read note ↗ArchitectureSemantic-Aware Code Generation
A multi-modal context architecture for AI-assisted programming.
Read note ↗Research roots / operator instincts
From phase-field models
to production systems.
M.S. from the University of Utah. B.Tech from IIT Kanpur. Two decades spent translating first principles into products, teams, and companies.
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