NumTrade
Developing for Bayesrock Corporation
Platform Enhancement In Progress

Advanced Technology Development

Services are temporarily paused while we review recent changes to online gaming regulations in India and enhance our technology stack.

Service Notice

We'll publish updates here. For diligence or regulatory queries, write to legal@numtrade.in.

Microsecond Latency
Engines tuned for deterministic execution and low-latency order flow.
Deterministic Accounting
Every balance and P&L is reproducible from event logs.
Risk & Liability Controls
Real-time exposure checks, segregated escrow, circuit breakers.
Regulatory Alignment
Designed with RBI guidelines and audit trails in mind.
Explicit Recovery Semantics
Replay-safe state transitions, no hidden side-effects.
Observability as a Requirement
Metrics, traces, anomaly detection, and SLO enforcement built-in.

About NumTrade Labs

NumTrade FinTech & Research Labs LLP is a research-driven financial technology studio. We design and operate low-latency trading services, skill-based prediction engines, and non-custodial payment infrastructure with escrow segregation, deterministic accounting, and verifiable audit trails.

NumTrade is funded by Bayesrock Corporation. Bayespark DAO operates as a NumTrade subsidiary focused on non-custodial wallets and programmable settlement.

Our Focus

We develop and serve technology solutions exclusively for Bayesrock Corporation and its subsidiaries: bayespark.com, shivpe.org, and projecthalley.org.

Governance & Structure

  • Strategic backer: Bayesrock Corporation
  • Operating entity: NumTrade FinTech & Research Labs LLP (Mumbai, India)
  • Subsidiary program: Bayespark DAO — non-custodial payments, multi-chain rails

System Components (Typical Deployment)

Find T-factor PDF
Layer Responsibilities Technologies
Edge / Ingress TLS termination, WAF, rate limits, circuit breakers, request shaping Nginx, CloudFront, WAF
API Gateways AuthN/Z, quotas, request signing, schema routing Go / Node.js gateways, JWT, HMAC
Realtime Svcs WebSocket hubs, pub/sub, fan-out, presence, live odds Go, Redis Streams, NATS
Core Engines Matching/scoring, deterministic state machines, liability/escrow orchestration Go, Rust, C++ (latency), property-based tests in Haskell/OCaml
Settlement Escrow disbursal, bank rails adapters, chain writers Go workers, gRPC, chain SDKs, signed jobs
Data Plane OLTP ledgers, append-only audit, analytics lake PostgreSQL, Redis, S3/Parquet
Batch / Jobs Rollups, reconciliation, backfills, simulations, model runs Cron, Airflow or Temporal, Python pipelines
Observability Metrics, traces, logs, anomaly detection Prometheus, OpenTelemetry, Loki
CI/CD & Ops Build, sign, deploy, config promotion, secrets GitHub Actions, Terraform, rsync, KMS
Frontends Client UIs, consoles, dashboards React/TypeScript, Tailwind, CSR/SSR
Web Apps / Portals Informational pages, ToS, admin tools, light dynamic content PHP, Django, simple SSR sites

Technologies are indicative; exact stacks vary per product and regulatory context.

Our Technology Stack

Go
Go
Rust
Rust
PostgreSQL
PostgreSQL
Redis
Redis
React
React/TS
Python
Python
Haskell
Haskell
Ethereum
Blockchain

Architectural Principles

  • Determinism first — every state transition is reproducible from logs and inputs
  • Strong boundaries — ingest, score/match, settle, and audit are isolated services
  • Idempotency & replay safety — all mutations carry dedupe keys and versioned schemas
  • Observability by default — metrics, traces, SLOs, cardinality budgets, probes
  • Defense in depth — escrow segregation, immutable/WORM logs, policy KMS, least-privilege runtime

Get In Touch

For partnerships, legal or diligence access, write to the relevant team.

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