I’m Vicente, a Computer Science Engineering student at Alberto Hurtado University.
I develop software and integrate artificial intelligence to turn concrete data and needs into useful tools, from management platforms to research support systems. I’m passionate about continuous learning, especially in machine learning, large language models (Fine-tuning, RAG, and Agentic workflows), kernel development (Kernel-Mode Driver Framework on Windows 10/11), and low-level memory analysis (CR3 shuffling on Windows 10).
I also have a growing interest in cybersecurity (including vulnerability research and reporting, API pentesting, and token-bypass mechanisms), data extraction pipelines (multimodal OCR and structured ingestion), and systems engineering. Notably, at the NASA Space Apps Challenge, I participated in the development of Kolossus, an engine to visualize images from the Apollo missions, working with a dataset of approximately 41 TB.
My primary programming language is Python (building APIs with Flask/FastAPI, AI agent workflows, and data analysis with scikit-learn and pandas). I also work with Rust, C# (WPF/MVVM), TypeScript/JavaScript, and R according to the needs of each project.
I enjoy building custom tooling from start to finish, architecting end-to-end data pipelines, and keeping full control over my environments, prioritizing simplicity and efficiency.
Professional Experience & Research
AI Trainer – GSI (Intercultural Health Management Assistant)
Faculty of Social Sciences, Alberto Hurtado University
September 2026 – Present · Hybrid
Part of the core technical team designing an intelligent conversational agent (GSI) aimed at bridging public health access gaps for indigenous communities (Decree 21 / Law 20.584). Co-designing and fine-tuning specialized LLMs on intercultural protocols, epidemiological data, and NLP-driven interaction pipelines.
Software Developer – Lex Criteria Project
Faculties of Law & Engineering, Alberto Hurtado University
September 2026 – Present · Hybrid
Developing Lex Criteria: National Digital Baremo for Child Support Calculation, an automated technological platform designed to standardize child support determinations through objective criteria and auditable legal reporting.
Full Stack Developer (INES I+D)
Faculty of Philosophy and Humanities, Alberto Hurtado University
September 2025 – Present · Hybrid
Architecting and deploying a relational intelligent system for the digital preservation and diffusion of Chilean classical music. Implementing LLM integrations and multimodal OCR extraction pipelines (Gemini / Mistral / Chandra) to structure synthetic archival text into a heritage relational database.
Focus areas: Artificial Intelligence & Big Data
Teaching Assistant (Ayudante de Cátedra)
Alberto Hurtado University
March 2026 – Present · On-site
• Intro to Computer Science & Digital Environments (Faculty of Education / Math Pedagogy, Sept 2026 – Present): Teaching computational thinking and low-code/high-code programming (Python / MIT App Inventor) for mathematics education majors.
• Fundamentals of Programming & Fundamentals of Data Science (Faculty of Engineering, Mar 2026 – Aug 2026): Facilitated laboratory sessions on Python OOP, computational thinking through abstraction, data processing, and applied Machine Learning to draw evidence-based conclusions.
Research Assistant
Faculty of Engineering, Alberto Hurtado University
June 2025 – July 2025 · Hybrid
Applied research and fine-tuning of open-source large language models (Llama 3.1-8B) focused on interculturality. Implemented a RAG (Retrieval-Augmented Generation) agent trained specifically on the contents of the Decree 21.
Contact Me
Last edited: October 2026