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Carson Rodrigues
Forward Deployed Engineer (FDE) for production LLM systems. Embeds with the customer and takes LLM systems from prototype to production, end to end — agentic AI (tool use, multi-agent orchestration, memory), RAG on Postgres + pgvector, LLM evals, real-time voice agents (LiveKit, Pipecat, Deepgram, ElevenLabs), MCP servers, enterprise system integrations, and the event-driven backends and apps around them, in TypeScript, Python and SQL. Based in London with the right to work in the UK; no sponsor
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The beginning of the file, from our validated copy saved 2026-10-25T10:54:11.907Z. Cached copy · Source on carsonrodrigues.com
# Carson Rodrigues
> Forward Deployed Engineer (FDE) for production LLM systems. Embeds with the customer and takes LLM systems from prototype to production, end to end — agentic AI (tool use, multi-agent orchestration, memory), RAG on Postgres + pgvector, LLM evals, real-time voice agents (LiveKit, Pipecat, Deepgram, ElevenLabs), MCP servers, enterprise system integrations, and the event-driven backends and apps around them, in TypeScript, Python and SQL. Based in London with the right to work in the UK; no sponsorship required. Three years forward deployed at VoiceQube (Sep 2023 – Sep 2026) across six client products (Altfolio, Kissan Pride, Finie, Northway Tech, and the sister products Phiny.ai and Crosslane) and three in-house ones (CueKit.ai, Unifund and Brillianse AI); Brillianse AI was launched publicly by Telangana's IT & Industries Minister in October 2026. Author of twenty research papers on the same systems: one published at ICANN 2026 (Springer LNCS, DOI 10.1007/978-3-032-38404-1_36), nine more submitted, eleven live preprints with DOIs.
Carson Rodrigues is a forward deployed engineer based in London, UK. He is available for Forward Deployed Engineer (FDE), senior AI and staff engineering roles in London and across the UK — on-site, hybrid or remote — and remote-first worldwide. From September 2023 to September 2026 he was a forward-deployed senior engineer and team lead at VoiceQube, running discovery, scoping and delivery directly with US and Indian clients and leading 30–40 engineers on and off across four product lines. There he worked across six client products (Altfolio, Kissan Pride, Finie, Northway Tech, featuring 2× US Open champion Andy North, and the sister products Phiny.ai, AI career prep with real-time voice mock interviews, and Crosslane, a career counselling platform) and three in-house products (CueKit.ai, Unifund, and Brillianse AI, a 13-app academic operations platform live across 12 campuses and launched in Hyderabad on 11 October 2026, with its AI admissions CRM). Other work and side projects: team lead of 6 (contract) at Ôdasie (Water of Asia), with on-site client work in Thailand: an AI itinerary builder, the main website redesign with NFQ (Vietnam), data cleaning and migration, open-source tools self-hosted on Coolify, and managing interns; enterprise IoT at Siemens; a full-stack & AI engineering contract on HotelClaw.ai, a multi-tenant AI platform for hotel operations, owning the PMS integration layer: Oracle OPERA exports and Opera Cloud (OHIP) generalised into one sync runner with Mews, Cloudbeds and Apaleo adapters on top, plus LINE and WhatsApp ingestion feeding an LLM intent router, with RAG on Postgres + pgvector and row-level security (case study: https://carsonrodrigues.com/projects/hotelclaw); co-founder of CELABE, an AI-powered wedding and events platform; and co-founder of V3NEX, a non-profit introducing kids to GenAI.
## Forward deployed engineering
From customer problem to production AI: four
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