United States
THE STRUCTURAL PROBLEM IN SPORTS DATA IS NOT VOLUME — IT IS AUDITABILITY. Capital can't be deployed at scale on signals whose provenance can't be verified. I've spent my career on the integrity of high-velocity systems: first architecting and scaling a multi-terminal transaction network to 4,500+ nodes (2002–2009), then 14 years as a systematic participant on global sports exchanges — Betfair, Matchbook — across NBA, NFL, MLB, NHL and European football. Across both, the same failure kept surfacing: data integrity breaking down at the ingestion layer. SPORTINDEX is the validation layer built to fix that. We do not generate signals and we do not trade client capital. We give quantitative funds, family offices and market-makers a way to test whether their own models have converged on genuine signal — or are fitting noise — before they deploy. OPERATIONAL ARCHITECTURE ENGINE: The Vault — a high-concurrency Go/gRPC data gateway engineered for sub-100ms, reproducible, auditable delivery (deterministic data delivery — not predictions). METHODOLOGY: We apply Dr. Charles H. Martin's published WeightWatcher / Heavy-Tailed Self-Regularization framework (JMLR 2021) as our scientific reference; a deeper technical collaboration is being formalized. STATUS: Pre-seed / infrastructure build. Engine in active development; NBA and MLB are our Phase 1 scope. Open to dialogue with quantitative funds and family offices evaluating non-correlated data-infrastructure positions.
Building SPORTINDEX since 2025 (infrastructure-build phase); incorporated as a Delaware C-Corp (SportIndex, Inc.) in May 2026. Engineering a high-concurrency event data engine in Go/gRPC with sub-100ms latency. The infrastructure is designed for auditable signal delivery to quantitative funds and regulated prediction markets. OPERATIONAL ARCHITECTURE * ARCHITECTURE: The Vault engine (Go/gRPC). Engineered for DETERMINISTIC DATA DELIVERY — eliminating probabilistic middleware and black-box ML wrappers. * SCIENTIFIC BASIS: Built on Dr. Charles H. Martin's published WeightWatcher / Heavy-Tailed Self-Regularization methodology (JMLR 2021); technical collaboration being formalized. * INFRASTRUCTURE LEADERSHIP: Led by CTO Alex Minai (Infrastructure veteran, ex-UltraDNS/Neustar), applying global DNS-scale resilience to sports event streams. * COMPLIANCE: Incorporated May 2026 as a Delaware C-Corp (SportIndex, Inc.), with Singapore alignment for institutional compliance and family-office integration. * STRATEGIC PIPELINE: 2026 FIFA World Cup as primary commercial milestone — highest-volume, highest-liquidity sports data event in the 4-year cycle. Quantitative performance figures and risk factors available under NDA. SportIndex, Inc. © 2026. Not an offer to sell securities.
Dedicated research phase focused on the convergence of low-latency distributed systems (Go/gRPC) and spectral signal analysis. This period served as the technical incubation for the SPORTINDEX™ architecture. ● SYSTEM ARCHITECTURE: Engineered high-concurrency event-data prototypes, transitioning legacy trading logic into cloud-native, DETERMINISTIC INFRASTRUCTURE. ● SPECTRAL SIGNAL RESEARCH: Independent R&D applying published Heavy-Tailed Self-Regularization methods to sports-event microstructure. ● PROTOCOL OPTIMIZATION: Deep-dive into sub-100ms idempotency and RG-DECIMATION logic to suppress stochastic noise. Quantitative performance figures available under NDA. SportIndex, Inc. © 2026.
Operated as a Tier-1 liquidity participant across global sports exchanges. 14 years of proprietary performance data serves as the empirical foundation for the SPORTINDEX infrastructure. ● CAPITAL DEPLOYMENT: Systematic execution across NBA, NFL, MLB, NHL, and European Football through multiple high-volatility market cycles. ● DATA INTEGRITY RESEARCH: Direct engagement with exchange C-level operations teams on architectural integrity issues, identifying the systemic failure of legacy ingestion layers. ● SIGNAL EXTRACTION: Developed foundational frameworks for LOW-RANK SIGNAL EXTRACTION from high-frequency exchange feeds. Quantitative performance figures available under NDA. SportIndex, Inc. © 2026. Not an offer to sell securities.
Negotiated and launched the first official Stan James (UK) sportsbook partnership in the region, establishing operational benchmarks for international trading standards. ● DOMAIN EXPERTISE: Direct exposure to operator-layer requirements, including real-time odds infrastructure and high-volume transaction compliance. ● OPERATIONAL SCALE: Managed a 2,000m² integrated hub for sports trading operations, integrating complex technical systems with high-capacity transaction flow. ● STRATEGIC ALIGNMENT: Managed full-cycle REGULATORY ALIGNMENT and technical integration of Tier-1 UK bookmaker protocols into local infrastructure. Infrastructure Deployment Proof: Operational scale validated by the development of a 2,000m² integrated complex serving as the regional hub for Stan James sports trading operations. Quantitative performance figures available under NDA. SportIndex, Inc. © 2026. Not an offer to sell securities.
Architected and scaled a massive-scale multi-terminal transaction network to 4,500+ active nodes. This role provided the foundational "scar tissue" in building resilient, HIGH-AVAILABILITY DISTRIBUTED SYSTEMS. ● INFRASTRUCTURE SCALING: Engineered hardware-software network expansion, managing full-cycle deployment, logistics, and maintenance for 4,500+ nodes. ● TRANSACTION RELIABILITY: Oversaw industrial-grade processing of high-volume digital transactions with ZERO-FAULT DATA INTEGRITY requirements. ● LOW-LATENCY INTEGRATION: Optimized hardware-to-server communication protocols (CashCode) for REAL-TIME VALIDATION in environments with zero margin for error. Quantitative performance figures available under NDA. SportIndex, Inc. © 2026. Not an offer to sell securities.