Roberto Galán · Senior AI Engineer
Roberto Galán
Senior AI Engineer · Agentic Systems

Roberto Galán

Twenty-five plus years shipping production software. Today I ship agentic systems end to end: LLM pipelines with evals and guardrails, RAG-grounded workflows, and a swarm of Claude Code agents doing the heavy lifting.

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One engineer orchestrating a swarm of coding agents now ships what used to take a team: nine production AI platforms this year, built, deployed and maintained, end to end.

That leverage is what I bring: I find the expensive, manual, error-prone parts of your operation and replace them with agentic systems that pay for themselves in weeks. Measured in hours saved, margin recovered, revenue unlocked.

And I've done it at every level: founder, team lead, CTO-level architect. Twenty-five plus years shipping every single year. I make your engineering faster the day I arrive.

Selected work

Editor: video pipeline

Autonomous multi-brand video pipeline running as a multi-step agent loop: cloud ingestion, AI transcription with word-by-word captions, computer-vision auto-shorts with confidence scoring and automatic retries, music beds, multi-aspect rendering, one-click delivery to ad platforms. The media team runs it self-serve.

-30 hours per week
Python / Flask Vanilla JavaScript Claude Sonnet / Haiku Gemini Suno FFmpeg WhisperX Computer Vision AWS S3

Creative analysis engine

Agentic analysis workflow: Meta Marketing API ingestion, vision classification, attention / watch-time / ROAS scoring, composite ranking and auto-generated strategy decks with client approval galleries, eval-checked at each stage and adopted by a full strategist team on a weekly schedule.

-120 hours weekly
Python / Flask Vanilla JavaScript Claude API Nano Banana 2 OpenAI Imagen 2 Meta Marketing API Google Docs API Playwright Vision Models Evals

Ad concept generator

A five-step concept wizard (brand → offer → audience → angle → generate) with retrieval grounding over 13k+ enriched customer profiles, review classification and underserved-offer rankings. On-brand creative at scale across 15 visual archetypes, gated by automated quality checks.

+10x faster ad creation
Python / Flask Vanilla JavaScript Gemini / Claude OpenAI gpt-oss on edge $0 cost LLM Image Generation Pillow RAG

AI order desk

WhatsApp-native order intake for a food distributor: voice notes, photos, PDFs and free text parsed by an LLM into ERP-ready order lines with per-line confidence scoring, human-in-the-loop below threshold, tiered pricing, vendor routing, one-click SAP export and a live sales analytics dashboard.

+99% of orders auto-confirmed
Python / Flask TypeScript Vanilla JavaScript Gemini Flash WhatsApp SQLite SAP Export Guardrails

Every day since 1999

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Agent-first, full stack

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B.S. Computer Science · Systems Analyst English C2 · Spanish native W9 contractor via US LLC
hi@robertogalan.com
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