Execution infrastructure and AI-native operations.

Co-founder of SitiaFlow — a B2B ERP for hospitality with 215 use cases spanning front-of-house and back-of-house operations. The platform is multi-tenant, serverless, and exposes its domain through the Model Context Protocol so AI agents can read and write structured intents against the system.

Independently, I run research into proprietary trading infrastructure. A multi-engine Rust platform with cache-aligned indicator math, typed message streams, and pre-trade risk gates — built to be auditable before it ever touches real money. I take on a small number of advisory engagements focused on AI agent integration and MCP architecture. Based in Santiago, working globally.

Santiago, Chile
Santiago Tomás Rojas Jiménez — Systems · AI · Full Stack
Now
  1. Building SitiaFlow — B2B ERP for hospitality, MCP-native, multi-tenant, serverless, FOH/BOH.

  2. Running proprietary full-stack infrastructure — Rust/Svelte, Hyperliquid/Bitget, paper trading.

  3. Advising select teams on AI agent integration and MCP architecture.

  4. Based in Santiago, Chile. Working globally.

Selected work

Systems, end to end.

Full-stack systems, an MCP-native hospitality platform, a high-concurrency POS, and an execution terminal.

Quantitative Trading Platform — preview
Proprietary research

Quantitative Trading Platform

A low-latency, multi-timeframe execution framework in Rust. Deterministic indicators, unidirectional data flow, and capital-preserving risk gates — built to be auditable before it ever touches real money.

  • Five decoupled engines (data ingest, market monitor, automation, portfolio, analytics) communicate through typed, versioned message streams.
  • Sub-millisecond indicator pipeline using cache-aligned SoA buffers; capital math pinned to 128-bit fixed-point decimals.
  • Pre-trade risk ladder (8 fail-closed gates) plus a Portfolio Veto that overrides execution when drawdown limits breach.
RoleSole architect & engineer
Timeline2026 — Present
RustTokioAxumTimescaleDBPostgreSQLWebSocketsrust_decimal
SitiaFlow — preview
SitiaFlow · Co-founder & Architect

SitiaFlow

B2B ERP for hospitality. 215 use cases across FOH/BOH. MCP-native AI layer.

  • Multi-tenant on Next.js + Supabase + Prisma with row-level isolation.
  • WhatsApp-native booking flow and real-time KDS.
  • AI agents read and write structured intents against the ERP through MCP.
Next.jsSupabasePostgreSQLPrisma+2
MixologyHub — preview
Open source · B2B POS

MixologyHub

High-concurrency inventory and point-of-sale platform with an MCP-native AI Bartender. Redis/BullMQ-backed ACID queues.

  • Serialized BullMQ queues with redis-backed ACID guarantees — concurrency: 1 on shared inventory.
  • AI Bartender via MCP tool calling, provider-agnostic, with ~90% token reduction through structured intents.
  • Adapter pattern normalizes TheCocktailDB and external APIs.
  • 190+ tests across Jest and Playwright; Dockerized microservices.
Angular 18+NestJSTypeScriptBullMQ+3
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Trading Terminal — preview
Open source · Execution research

Trading Terminal

Algorithmic execution infrastructure for Bybit. FSM-driven DCA/grid strategies with sub-account risk isolation and hot-reload parameter configuration.

  • Deterministic finite-state machine per strategy — INIT → ACTIVE → EXIT.
  • Sub-account risk isolation: longs, shorts, and profit on segregated books.
  • TUI control surface with simple-term-menu; live config without downtime.
  • Clean architecture and adapter pattern over Bybit, Hyperliquid, and Bitget APIs.
Pythonpandasnumpypybit+2
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About

Currently.

Co-founder of SitiaFlow — a B2B ERP for hospitality with 215 use cases spanning front-of-house and back-of-house operations. The platform is multi-tenant, serverless, and exposes its domain through the Model Context Protocol so AI agents can read and write structured intents against the system.

Independently, I run research into proprietary trading infrastructure. A multi-engine Rust platform with cache-aligned indicator math, typed message streams, and pre-trade risk gates — built to be auditable before it ever touches real money.

I take on a small number of advisory engagements focused on AI agent integration, MCP architecture, and back-end systems. Based in Santiago, Chile, working globally.

Approach
  1. Deterministic before optimized. FSM, property tests, replay engines — outcomes must be reproducible before they are fast.

  2. Observable before automated. MCP, structured logs, event-driven — agents should never guess what the system did.

  3. Documented before deployed. ADRs, TDD, architecture specs — the next engineer inherits the why, not just the what.

Experience

Where I've been building.

  1. Co-founder & Software Architect

    SitiaFlow · Santiago, Chile · Remote

    2026 — Present
    • Architected a multi-tenant B2B ERP for hospitality on Next.js + Supabase with row-level isolation.
    • Integrated the Model Context Protocol and agentic AI to automate booking, inventory, and ops workflows.
    • Own product, infra, and design — ship to production weekly.
  2. Systems Contractor · Full-stack & AI integration

    Independent · Santiago, Chile

    2025
    • Built responsive Next.js front-ends integrated with the WhatsApp Business API for automated booking.
    • Delivered full-stack MVPs for local SMBs from discovery through deployment.
  3. Mobile & AI Engineer

    ACR Consulting · Santiago, Chile

    2024 — 2025
    • Shipped a native Android (Kotlin) app that classifies facial expressions in real time for autistic students.
    • Integrated Roboflow-trained CV models and Gemini AI APIs with offline fallback paths.
    • Project officially recognized by the Rector of INACAP on the Congreso Futuro 2025 main stage.
Recognition

Selected recognition.

Congreso Futuro 2025

Featured on the main stage by the Rector of INACAP.

The Android companion app for autistic students was selected by the university and recognized live in front of a national audience — a meaningful signal that the engineering work resonates beyond the engineering room.

  • FH Münster · Germany

    Represented Chile in an international innovation program; presented to SAP.

    International
Contact

Inquire.

Selective advisory and engineering engagements. Full-stack systems, AI agent integration, MCP architecture. Based in Santiago, working globally.