CALLSIGN: PedroRuizCode

RANK: AI & ML Engineer · Software & Data Developer

STATUS: ONLINE

Electronic Engineer and AI/software developer with 5+ years of experience building academic-risk analytics solutions, document-intelligence platforms, data tooling, and locally-run AI applications. Co-founder of Bitsol SAS and AI Developer at the Javeriana Analytics Center, with hands-on experience in Python, machine learning, computer vision, LLM deployment, Docker/Linux, and hardware prototyping.

// mission log

Jul 2024 → present

Bitsol SAS

Co-founder & Developer
- Co-founded an open-source technology company and contributed to the development of ArchiHub, a configurable document management platform with flexible metadata and AI-powered extensible plugins.
- Contribute to backend development, deployment, and document-processing pipelines for archival, historical-memory, and peacebuilding contexts.
Aug 2021 → present

Javeriana Analytics Center

AI Developer
- Build AI and data solutions for an institutional early-warning program that identifies undergraduate students at academic risk and supports timely interventions.
- Construct modeling-ready datasets, risk indicators, and decision-support workflows in collaboration with academic and administrative stakeholders.
May 2025 → May 2026

Fundación Paz y Reconciliación (PARES)

Data Analyst & Developer
- Collected, cleaned, and analyzed data on social dynamics in Colombia, identifying trends and creating visualizations for peace and reconciliation research.
- Developed analytical tools and reproducible workflows that supported multidisciplinary teams and data-driven decision-making.
Dec 2022 → Oct 2024

Management Solutions

Technology Consultant
- Developed tools for calculating and generating regulatory reports for insurance-sector organizations.
- Supported technology infrastructure and deployments of financial-management solutions, bridging technical implementation with client requirements.

// training & certifications

Jan 2017 – Jun 2022

Electronic Engineering

Pontificia Universidad Javeriana

Thesis: sidewalk-detection system for autonomous home-delivery robots.

Feb – Jul 2022

Erasmus+

Faculty of Electrical Engineering and Computing, University of Zagreb, Croatia

Academic exchange that strengthened electrical-engineering and computer-science fundamentals.

// systems — programming

Python 92
C 78
MATLAB 72
Java 70
SAS 68

// systems — ai & data

Machine Learning
Computer Vision
Image Processing
LLM Fine-Tuning & Inference
Local AI
Speech-to-Text
Document AI

// systems — tools

Docker
Git
Linux
llama.cpp
Ollama
Hugging Face
Modal
Optuna
MATLAB/Simulink

// comms — languages

Spanish (Native) 100
English (B2) 75

// featured projects

MSN-003 · 2026 COMPLETED

YourGymBuddy

Privacy-focused AI assistant built for the Hugging Face Build Small hackathon, analyzing training history and generating practical recommendations via small language models. Deployed as a live demo on Hugging Face Spaces.

Python
llama.cpp
Hugging Face
Modal

MSN-002 · 2025 – present IN DEV

Gipsy — Fixed-Wing UAV

Fixed-wing UAV platform for aerial imaging and photogrammetry, iterating on wing geometry, weight distribution, fuselage structure, modular assembly, and 3D-printed components.

Robotics
Electronics
3D Printing
Photogrammetry

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