engineering dossiers
modular optimization logs, algorithmic pivots, and deep technical blueprints executing at the edge.
Orchestration Alpha & Regime Physics
Strategic Intent (Why)solves strategy decay by managing market regimes, drawdown boundaries, and trader cognitive tax in a unified loop.
7-Gate Sovereign Light Funnel
Dual-Feed Pricing & High-Probability Sweepsruns parallel Coinbase and yFinance feeds to prevent data de-sync, filtering setups through rigid fractal and ATR boundaries.
Cognitive Circuit Breaker & Biometrics
Managing Human-in-the-Loop Emotional Frictionintegrates real-time biometric metrics and Telegram psychology polling to apply sizing penalties during trader tilt.
Context Compression & Token Gating
Gemini API Optimization & Cost Controlcompresses prop rules and news data from 15k characters to under 4k, reducing Gemini API credit costs by 60%.
SQLite Token Tracker & Budget Gate
Automated Financial Circuit Breakermonitors Gemini prompt and candidate tokens in SQLite, triggering Telegram alerts and halting LLM calls at a $2.00 daily limit.
Fault-Tolerant Daemon Architecture
Handling Socket Disconnects Under Peering Errorwraps sync queries and broker API calls in retry wrappers, achieving 99.9% uptime despite connection resets.
Two-Tiered Execution Routing
Balancing Latency vs Analytical Convictionbypasses the LLM validator for fast 50ms math-only sweeps, routing long-duration setups through the Gemini validator.
SFT Loops & Feedback Moats
Continuous Improvement of LLM Scopescombines real-time trade prompt updates with weekly Vertex AI fine-tuning, lifting average trade PnL from $4.21 to $57.53.
Pillar Evaluation & Probability Calibration
matchup probability weightingscores sporting matchups on a three-pillar scale to resolve the mathematical discrepancy between internal baseline probability and polymarket crowd prices.
Web3 Liquidity Resolution & CLOB Order Routing
on-chain order executionresolves clob token identifiers via the gamma api and routes bounded limit orders directly to polygon with custom wallet adapters.
Context Compression & SQLite Token Telemetry
prompt cost reductionfilters raw scraping payloads for critical keywords and monitors daily prompt/completion cost metrics to enforce budget caps.
Polymarket On-Chain Settlement Translation & Caching Gateway
decoupled middleware resolving binary contract translation mismatches and sequential rate-limiting overheadDecoupled Polymarket middleware implementing stateful caching, plural parameter routing, and outcome translation logic to correctly audit on-chain PnL for multi-team sports slates.
Database-Level Zero-Trust Access Isolation
granular multi-role permissions using native PostgreSQL RLSenforces query boundaries on coaches, parents, and athletes using supabase user session context.
Asynchronous Stripe Transaction Reconciliation Ledger
atomic ledger bookkeeping syncs client credit walletsprocesses stripe webhook events asynchronously to adjust client credit balances atomically.
High-Concurrency Booking & Schedule Locks
double-booking prevention through transactional SQL RPCsallocates training resources and validates capacity thresholds during peak registration windows.
ZK Sharpe Ratio Constraint Circuit
noir fixed-point mathevaluates trade execution PnL arrays using fixed-point math to mathematically enforce the target Sharpe ratio and trade count bounds.
Bayesian DB and Hyperliquid Fills Ingestion
data extraction and serializationqueries historical closed trades from local databases and the Hyperliquid API, formatting trade structures to align with zk witness generation.
Orchestrated Proof Verification & Enclave Attestation
api verification and signature generationverifies the proof and claim payload at the API boundary, validating cryptographic witnesses and signing attestations within Nitro Enclaves.
Hardened Local-First Dev Workspace
Workspace Design & Architecturea local-first monorepo using Turborepo to eliminate compile redundancy and coordinate development work.
Dev Swarm Orchestration Tooling
Multi-Agent UI/UX Parallelizationleverages multi-agent manager-worker parallel orchestration to automate styling compiles and tests.
Mobile Biometric Telemetry Tunnel
sandboxed healthkit background synchronization serviceregisters a low-power background fetch routine fetching recent hrv, rhr, and step metrics from apple healthkit and writing them to the supabase database.
Multidimensional Alignment & Divergence Model
mathematical divergence modeling of behavioral coherencecomputes daily system alignment and divergence penalty based on standard deviation across four performance domains (health, trading, betting, and social marketing).
Supabase Realtime Ingestion & Channel Subscriptions
pg-channel database events to reactive client propagationsubscribes client browsers to inserts and updates on the pg metrics and context tables via realtime websockets, enabling immediate UI HUD reaction.