Who I Am

Table of Contents:

Professional Journey

Oct 2025 - Present | Remote, San Francisco

Owned the AI enrichment platform: LLM-agent columns that research customers across internal data and the web, with tool-calling, parallel search, structured outputs, scheduled runs, and versioned configs. Stack: TypeScript, React Router, PostgreSQL, Vertex AI, Langfuse, BullMQ.
Built Canvas, an agent that generates entire dashboards from natural language against live multi-tenant data. Stack: TypeScript, React 19, Langfuse, BullMQ.
Built the customer-success automation layer end to end (rules engine, triggers, versioning, email and Slack delivery), turning each team's criteria into prioritized, pre-drafted actions. Stack: TypeScript, PostgreSQL, BullMQ, Google Workspace and Slack APIs.
Shipped AI email composition in each user's own voice: a background job extracts a style profile from their sent mail and conditions every generated email. Stack: TypeScript, Vertex AI, structured outputs, Gmail API.
Primary author of four user-facing systems as founding engineer, the company's second hire and one of five core engineers.

May 2025 - Oct 2025 | Remote, Uruguay

Automated 80 manual hours by transitioning an LLM Agent project from a non-functional POC to a production-ready MVP. Stack: Gemini, LangChain, LangGraph, Playwright, FastAPI, and AWS.
50% reduction in front-end workload by automating development for backoffice applications through an AI-driven workflow. Stack: v0, Typescript, Python, Streamlit, FastAPI, AWS, React, Shadcn and Vite.

Feb 2024 - May 2025 | Remote, USA

Led ten engineers in full-scale platform refactoring, meeting a one-month deadline. Stack: TypeScript, Next.js, tRPC, PostgreSQL, SST, and AWS.
Led a team of three engineers in developing an AI-powered job-candidate matching system, building a testing dataset and ETL pipelines for ingestion and evaluation. Stack: Python, FastAPI, HuggingFace, AWS, S3, and Qdrant.
Reduced token usage by 80% by engineering an LLM Long-Term Memory solution with scalable multi-tenant architecture and versioning. Stack: TypeScript, Next.js, tRPC, Langchain, and ElasticSearch.
Led product refactoring, conducting user interviews and Business Model Canvas sessions with 20 stakeholders to identify core business and usability issues, and proposing a strategy.

Dec 2023 - Feb 2024 | Remote, Melbourne, Australia

Joined as an equity-only founding engineer in this early-stage startup
Developed initial codebase and implemented CI automation workflows
Led engineering architecture decisions for offshore startup with global team
Collaborated with distributed teams across India, Australia, and China

Mar 2021 - Feb 2024 | Remote, Argentina

Championed and developed LLM RAG chatbot for AI-Powered Help Center, reducing CS team load by 45%. Pioneered one of the first LLM features in the company, becoming the go-to person for GenAI in the vertical. Stack: OpenAI, TypeScript, React, Express, Python, Langchain, ChromaDB, DynamoDB, DataDog.
GenAI and Accessibility reference inside the vertical, leading workshops and training for 100+ designers and product team members.

Jul 2020 - Feb 2024 | Remote

Developed web applications using Typescript, React, Vue, Gatsby, Node, Express, Hono and Strapi (CMS)
Designed user interfaces and interactive prototypes with Figma
Rapidly adapted to new technologies based on customer requirements
Direct communication with clients and stakeholders

Frontend & Backend Development: React, Next.js, Express, Vue, Gatsby, Langchain, PostgreSQL, Lerna, Strapi, Tailwind...
Design: Figma, Photoshop, Miro, Krita, Gimp
AI & Data: GenAI solutions, Langchain, Langsmith, TensorFlow, Ollama, Replicate, VectorDB, Knowledge Graphs
Tools & Platforms: DataDog, Kibana, NewRelic, Framer, Retool, Posthog, Hotjar...