PharmIQ: platform for pharmacists
AI-powered shift management, inventory control with expiration tracking, and a RAG assistant grounded in MINSAL regulations.
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Portfolio · 2026 · Valparaíso, Chile
Applied AI · regulated domains · quantum research
I build AI you can defend: systems grounded in real sources, in domains where a wrong answer has consequences. I study each domain in depth, from its regulation to its language and risks, and ship deployed systems that work within its rules.
I work at the intersection of applied AI, data science and high-consequence domains: I ground my models in real sources so every answer can be verified and nothing is hallucinated. I proved it in health and aviation, two fields where an error has real consequences; the method, however, transfers to any field with rules of its own.
My projects span very different industries: pharmacy, aviation medicine, VR education and infrastructure. In each one I studied the regulation and worked with its specialists before writing code. What carries over from one project to the next is not the subject but a habit of continuous learning that lets me reach real depth in each field.
AI-powered shift management, inventory control with expiration tracking, and a RAG assistant grounded in MINSAL regulations.
Determines whether a pilot is fit, fit with restrictions, or unfit. The verdict is grounded in official regulations and traceable.
No-Code assistant orchestrated by Google Gemini that automates administrative workflows for SMEs.
Intelligence engine that scrapes Starter Story YouTube cases and crosses them with LATAM pain points to generate validated business proposals.
The open technical engine behind pilot fitness evaluation: a Dual-Engine architecture (air-gapped RAG + ML) built on public data and regulations.
Immersive virtual reality chemistry lab for Meta Quest, developed in Unity.
✦ Auto-generated summary: Binary healthy food classifier with a custom CNN on Food-101 and a Streamlit demo.
✦ Auto-generated summary: Web application that converts any CSV into a visual analytics report, 100% in the browser.
✦ Auto-generated summary: Web application that classifies documents using a multimodal LLM and generates outputs in Excel or Word.
✦ Auto-generated summary: Productivity dashboard featuring projects, tasks, a Pomodoro timer, and notes, built on Next.js and Supabase.
✦ Auto-generated summary: Comparison of four optimization approaches for the Bounded Multiple TSP on TSPLIB instances.
Generates ATS-parseable CV variants from a canonical master profile, where every data point retains its provenance and the AI does not hallucinate.
✦ Auto-generated summary: FastAPI API that embeds handwritten, typed, or image-based signatures into PDF and DOCX documents.
✦ Auto-generated summary: Teleprompter that scrolls at the pace of the voice using local Whisper, without sending data to the cloud.
Local RAG assistant for querying a corpus of technical PDFs using Ollama, LangChain, and ChromaDB.
✦ Auto-generated summary: Master-slave IoT station with ESP32 and environmental analytics in PySpark.
✦ Auto-generated summary: Web simulator for the torpedo fire control computer (TDC) of Type VII submarines.
✦ Auto-generated summary: Python pipeline to recolor 8192² textures of a voxel soldier while preserving fabric detail.
✦ Auto-generated summary: World Cup data analysis using PySpark: DataFrames, RDDs, and Spark SQL in a single pipeline.
✦ Auto-generated summary: Personal task manager built with React and TypeScript featuring filters, priorities, and statuses.
| Month | Contributions | Days with activity |
|---|---|---|
| November 2 to 30, 2025 | 20 | 1 |
| December 2025 to February 2026 | 0 | 0 |
| March 2026 | 7 | 4 |
| April 2026 | 31 | 9 |
| May 2026 | 115 | 19 |
| June 2026 | 188 | 13 |
| July 2026 | 255 | 17 |
| August 2026 | 89 | 12 |
| September 2026 | 445 | 16 |
| October 2026 | 824 | 14 |
| November 1 to 7, 2026 | 177 | 5 |
06 · Contact
I'm looking for AI/ML Engineer or Applied Scientist roles. Open to any team with a hard problem, whether in health, industry, science or critical systems, where the work calls for understanding the context in depth and delivering a finished system. Available 2026 and 2027, in Chile or abroad.