Hi, I’m Ivan Golovach.
I build production AI systems, developer tools, and privacy-first products.
Building
RadishGrocery receipt intelligence for households.
Built a receipt pipeline from OCR to human-verified item records, plus sealed household sync with authenticated bundles and deletion-safe replication.
MealMarkFood and symptom records for doctor visits.
Built one portable record model across iPhone and web, with uncertainty-aware analysis, clinician-readable exports, and separate StoreKit and Stripe/D1 entitlement paths.
Dad GPTPrivate multimodal assistant with durable memory.
Built policy-gated durable memory across text, voice, image, and web flows, with isolated Lambda canaries, runtime probes, and immutable rollback.
Maintaining
tokscaleAI coding usage and cost tracking.
Maintain parsers for incompatible agent histories, normalized token and cache accounting, model-pricing fallbacks, and release reliability across terminal and web surfaces.
mesh-llmDistributed inference across commodity GPUs.
Maintain distributed model routing, staged split inference, llama.cpp integration, and failure recovery across changing peers and GPU runtimes.
Open source
Radish CoreOpen-source privacy and household sync for Radish.
Extracted sealed records, authenticated sync, deletion tombstones, and QR pairing into independently testable Swift packages while keeping private app data outside the public boundary.
GrainPortable, verifiable records.
Defined deterministic CBOR/COSE records with independent Rust and TypeScript implementations, then enforced byte-for-byte agreement through a strict conformance suite.
Experiments
The Agent BarAgent-native MCP service with an HTTP 402 payment flow.
Built a Streamable HTTP MCP payment flow with pre-payment argument binding, idempotent retries, and signed receipts that prevent duplicate fulfillment.
Research
Interstellar ArchiveReproducible modeling for a deep-time archive mission.
Built deterministic simulations with explicit uncertainty and failure surfaces, plus checksum-guarded artifacts and an auditable evidence chain for reproducible results.
Archived
CitrusGateDecision briefs for stuck B2B software deals.
Built a versioned LLM research pipeline with cost gates, human approval, immutable run history, and strict separation between private evidence and public output.
Citrus CRMPrivate, operator-controlled cold-email CRM.
Built a stateful mail execution engine with deterministic idempotency, layered send limits, human approval, reply and unsubscribe guards, and reconciliation for uncertain sends.