Missile Defense AIFratres X AI
Missile Defense AI
HYPERLINK
Missile-defense modeling research built around disciplined constellations of imperfect models: uncertainty, handoff under pressure, simulation, and systems engineering.
AI Solutions Architecture
Advanced AI systems built with speed, precision, and physics first.
Fratres X AI builds reviewable AI, autonomy, and defensive technology prototypes with physics-first modeling, honest maturity labels, and rapid iteration. No AI magic. No inflated claims. Just serious technical work moving from thought to tangible asset.
Why Fratres X AI
Built for serious systems where trust comes first.
Clear technical direction for ambiguous AI, autonomy, and defense problems
Fast prototypes grounded in physics, constraints, and operational reality
Straight answers, conservative claims, and systems built for scrutiny
Selected Work
Action from the lab.
A portfolio of research threads, prototypes, and reliability tooling across defense, autonomy, AI safety, and medical AI.
Contested AutonomyFratres X AI
Contested Autonomy
Charybdis
Hybrid surface/submerged UUV navigation research with terrain aiding, conservative fusion, navigation-health diagnostics, and reviewable validation gates.
UGV Ground MobilityFratres X AI
UGV Ground Mobility
HEEL-G RUT
UGV traversability under uncertainty — Bekker-Wong go/slow/abort gates, reviewable evidence export, and DEM/proprioception hooks for ground autonomy.
Defensive SensingFratres X AI
Defensive Sensing
Passive Edge Node
Receive-only field node concept fusing acoustic, RF, and visual inputs into graduated threat scoring, HMAC audit logs, and compact Meshtastic LoRa alerts.
Counter-UASFratres X AI
Counter-UAS
Non-Kinetic Sensor Denial
Early-stage counter-UAS concept exploring reversible optical sensor degradation as one layer in a defensive stack.
Counter-UAS DefenseFratres X AI
Counter-UAS Defense
MFKS Kinetic Cloud
Counter-UAS turret concept exploring a dense, low-cost kinetic intercept cloud as a defensive layer against small unmanned systems.
Rocket ArchitectureFratres X AI
Rocket Architecture
RADR mk.60
Public Phase 0 counter-UAS rocket concept framed as acquisition-realistic architecture and modeling, not a fielded weapon claim.
Medical AIFratres X AI
Medical AI
FM-Pheno v1
Fibro phenotype research work — medical AI exploration grounded in biological signal structure and reviewable modeling.
How Fratres X AI Works
A technical force multiplier for uncertain, high-speed problems.
Fratres X AI can operate as freelance consulting, an embedded architecture role, or a focused prototype effort. The throughline is speed, ability, precision, and realism.
Solo Consultant
Independent architecture, prototyping, review, and advisory work for teams that need a blank-slate builder with momentum.
Embedded Architect
Remote-friendly technical architecture for teams that need a focused builder who can adapt proven Fratres X AI workflows to their problem space.
Prototype Lead
Fast thought-to-asset execution across AI, autonomy, safety, sensing, simulation, and high-trust systems.
Operating Model
A measured path from concept to defensible prototype.
01
Model the system, uncertainty, and operational boundary
02
Prototype with reproducible gates and conservative claims
03
Define the integration path before production exposure
Start with a conversation.
Talk through defense technology prototypes, AI safety, autonomy, sensor fusion, or high-trust AI systems.