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Rodrigo Torres
@rodrigobytecore
AI Engineer: RAG, Agents and MCP
Peru
English, Spanish
About me
I build LLM systems that keep working after the demo: hybrid RAG with measured retrieval quality, LangGraph agents with explicit control flow, and MCP servers. Production LLM work across four shipped products on OpenAI, Anthropic and Gemini. Full-stack in TypeScript, React, Next.js, Python and FastAPI, plus FlutterFlow for mobile and n8n for automation. Founder of Árkos: 50+ projects for 45+ clients since 2020. My work is public and auditable at github.com/RodrigoFK06/PrecioVivo. Two Anthropic certifications (2026).
Skills
Rodrigo Torres
Offline •
Average response time: 1 hour
See my services
Cross-Platform Development
I will build your mobile app mvp with flutterflow
Custom GPT Apps
I will build an ai chatbot with rag over your documents
Portfolio
Work experience
Co-founder & Lead Engineer
Self Employed • Self-employed
Jan 2026 - Present • 7 mos
Restaurant ERP and POS. 49 backend modules, 130 screens, 2,371 automated tests, 5 locations live and 500 transactions a day. Offline-first architecture with idempotent reconciliation, four payment providers and electronic invoicing.
Product Manager
Fieldin • Self-employed
Nov 2024 - Present • 1 yr 9 mos
CRM and ERP for a field services company: work orders, technicians, inventory, accounts, payments and tax-authority integration. 650 work orders per month, 15 active users, order closing time down 45%.
Founder & Principal Consultant
Enterprise Resource Planning Software • Self-employed
Jan 2020 - Present • 6 yrs 7 mos
Software consultancy in Peru. 50+ projects delivered for 45+ clients across Peru, Latin America, the US and Europe. I own architecture, delivery and the client relationship. Recent focus is applied AI: LLM integrations in production, hybrid RAG with measured retrieval quality, LangGraph agents and MCP servers.
