Work

Six systems. From architecture to operation.

Selected client work and solution concepts, with the architecture behind each. Concepts are marked; client names are shared where permitted.

  1. RepositoriesTicketsRunbooksDashboardsPrivate indexpermission-awareevals on every prompt and model changeAnswer enginecites its sourcesAgentstriage · ops · releasesApprovalEngineers · operators

    AI & automation

    One engineering brain for a whole company

    A private AI layer over every repo, ticket, runbook and dashboard, with agents that act under approval.

    Product companies, 40 to 400 engineers

  2. RNGseeded · replayableMath modelsreels · pay tablesreel matrixGame engineserver-authoritativePlayer clientevery title, one runtimebet · settleWallet / PAMidempotent · reconciledBack officeRTP · rounds · configRegulator reports

    iGaming

    Slot mechanics for a licensed casino

    The whole slot floor: RNG, math models, the game engine, the wallet integration and the back office.

    Operator under NDA

  3. 3M+clicks a day, in burstsClickCloudFront · ALBedgeDecision serviceanswers before redirectRedirectFraud · bot ruleseditable by opsKinesis streambursts queue hereECS workersstatelessClickHouseanalyticsS3 archivesource of truthreconciled daily

    Cloud infrastructure

    Click processing at three million a day

    An AWS pipeline that takes every click, decides in milliseconds and keeps a complete, queryable record.

    Performance-marketing network under NDA

  4. shard 0shard 1shard 2shard 3cross-shard receiptIndexerchain state, queryableRPC · applicationsepoch nepoch n+4 · validator rotation

    Web3

    Engineering on the NEAR Protocol ecosystem

    Protocol-level and tooling work on a sharded, proof-of-stake network.

    NEAR Protocol ecosystem

  5. Voicephone · browserChatweb · in-appSupport agentshared contextKnowledgeapproved sourcesPolicy checksidentity · permissionsBusiness toolsorders · subscriptionsHuman handoffcontext · approvalsCONCEPT / REFERENCE ARCHITECTUREquality · latency · cost

    AI & automation / Concept

    AI customer support, from question to resolution

    A solution concept for voice and chat agents that check orders, follow support policies and hand complex cases to people.

    Concept for commerce and subscription teams

  6. BitcoinEthereumTRONSolanaIngestionreorg-safeone entity, with reasonsexchange · mixer · bridgeRisk APIscores with provenanceExplorer · alertsfor analysts

    Web3

    Blockchain analyzers for compliance and research

    Pipelines that turn raw blocks into address graphs, labels and risk scores across several chains.

    Analytics products under NDA