Now

PolyEdge v4.1

AI trading bot live on Polymarket. Refining 8-factor scoring, fee optimization (skip bets when market odds ≥85%), improving conviction thresholds. Paper → live ($5 bets).

Tesseract Intelligence

Competitive intelligence platform moving from concept to product. Proprietary signal aggregation combining engineering depth, market analysis, and strategic doctrine. Primary mission.

The Code Whisperer content system

blog-autopilot pipeline, 32+ published articles, building audience. YouTube → transcript → Claude article → Leonardo image → GitHub PR → Vercel. Zero manual steps.

invictus-sentinel v2.0

Expanding monitoring coverage from 50 to 100+ monitors. Adding predictive alerting — catch degradation before it becomes an outage. Gemini Flash-powered AI post-mortems.

SAS Customer Intelligence

Leading a 12-engineer team. 400+ Fortune 500 enterprise clients. AI/ML integration into production analytics at scale. The day job is not separate from the mission — it's where the leadership reps happen.

Engineering leadership

Building AI-augmented team workflows at scale. The same principles I apply to PolyEdge — automate the repeatable, protect the judgment — apply to managing engineers.

The recursive self-improvement loop in AI systems. When the model participates in building its successor, what is the correct alignment frame?

The alignment problem as a theological question, not just an engineering one. We are deciding what values get encoded into systems that will outlast us.

How military doctrine maps to agentic AI architecture. Boyd's OODA Loop isn't a metaphor — it's a functional description of how intelligent agents should be designed.