Product leader. Systems builder. Curious by default.

Good questions.
Useful systems.
Things that work.

I’m Paul. I lead lending and risk products at FranData, build AI-powered data systems, and give autonomous agents a world to figure out.

Explore my work Get in touch
Product → deliveryStrategy and hands-on engineering
$1M+ annuallyEnterprise lending sales managed
Since 2022Hands-on AI exploration

01 / Selected work

Built to answer
a real question.

All projects ↗
An agent’s recorded view of Chrono Trigger
CHRONOBENCH / FIELD STUDY 038 CHECKPOINTS

01 / Independent lab

ChronoBench

LLM benchmark measuring how far frontier models progress through Chrono Trigger using an autonomous, vision-based game agent. Live leaderboard with per-run telemetry, checkpoints, and cost tracking.

LLM EvalsAI AgentsBenchmarking
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Round 1 map

vp_center (victory)north (factory)south (depot)obj1 (factory)obj2 (depot)obj3 (income)obj4 (factory)obj5 (depot)obj6 (income)obj7 (factory)obj8 (depot)obj9 (income)CrimsonDrift-1_scoutCrimsonDrift-2_scoutCrimsonDrift-3_scoutCrimsonDrift-4_scoutCrimsonDrift-5_scoutCrimsonDrift-6_scoutCrimsonDrift-7_battleCrimsonDrift-8_battleCrimsonDrift-9_battleCrimsonDrift-10_battleCrimsonDrift-11_battleCrimsonDrift-12_battleCrimsonDrift-13_heavyCrimsonDrift-14_heavyCrimsonDrift-15_heavyCrimsonDrift-16_heavyCrimsonDrift-17_heavyIronSentinel-1_scoutIronSentinel-2_scoutIronSentinel-3_scoutIronSentinel-4_scoutIronSentinel-5_scoutIronSentinel-6_scoutIronSentinel-7_battleIronSentinel-8_battleIronSentinel-9_battleIronSentinel-10_battleIronSentinel-11_battleIronSentinel-12_battleIronSentinel-13_battleIronSentinel-14_battleIronSentinel-15_battleIronSentinel-16_battleIronSentinel-17_heavyIronSentinel-18_heavyNullRider-1_heavyNullRider-2_heavyNullRider-3_heavyNullRider-4_heavyNullRider-5_heavyNullRider-6_heavyNullRider-7_heavyNullRider-8_heavyNullRider-9_heavyNullRider-10_heavyVanguardStorm-1_scoutVanguardStorm-2_scoutVanguardStorm-3_scoutVanguardStorm-4_scoutVanguardStorm-5_scoutVanguardStorm-6_scoutVanguardStorm-7_scoutVanguardStorm-8_scoutVanguardStorm-9_scoutVanguardStorm-10_scoutVanguardStorm-11_battleVanguardStorm-12_battleVanguardStorm-13_battleVanguardStorm-14_battleVanguardStorm-15_battleVanguardStorm-16_battleVanguardStorm-17_battleVanguardStorm-18_battleVanguardStorm-19_heavyVanguardStorm-20_heavy
victory income factory depot
LM BATTLE ARENA / SEASON 01TACTICAL STUDY

02 / Independent lab

LM Battle Arena

LLM commanders draft tank squads, fight multi-round domination matches, and evolve between rounds — self-chosen identities, coach-driven edits, and opponent intel. ELO leaderboard and full match telemetry.

LLMMulti-AgentGame AI
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SOURCEEXTRACTVALIDATESTRUCTURE

03 / Professional work

Document Intelligence Pipeline

Multi-stage AI pipeline that converts dense franchise disclosure documents into structured, machine-readable data at scale.

PythonDocument AIData PipelineAI
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02 / Make something useful

Ideas are a good starting point.

I’m always up for a conversation about products, data, and what AI can do next.

Let’s talk ↗