• 💳 CreditSim (React + FastAPI) See➡️

A full-stack credit/loan simulator that generates a French-system monthly amortization schedule, persists each simulation in SQLite, and triggers a mock risk audit asynchronously (non-blocking).

• 🧩 Users Microservice See➡️

A Node.js/Express microservice built with OOP + Singleton, exposing both REST and GraphQL endpoints to query Users (id, name), documented with Swagger/OpenAPI, backed by Prisma + SQLite, and secured with strict CORS (example.com-only).

• 🧮 MathQuiz + 🎯 Stroop Color Test See➡️

A Python (Tkinter) desktop app that runs a short and auto-validated math quiz, then launches a timed Stroop Color task with image-based stimuli, a live countdown, and per-trial prompts (Spanish UI).

• 🧠 EEG_UHB Library (Unicorn Hybrid Black + LSL) See➡️

Python library packaged for distribution (pip-ready) to acquire EEG signals from Unicorn Hybrid Black using the LSL protocol, with a clean API for stream discovery, acquisition control, and data persistence in csv files.

• 📝 Driver Study Questionnaires GUI (PyQt6) See➡️

A PyQt6 desktop app for driving-simulator studies that guides participants through an initial battery + repeatable inter-stage blocks, and saves every response to an UTF-8 CSV (with scoring helpers like PSS inverted items).

• 🤖 Emotion-Detection Chatbot (CNN + Streamlit) See➡️

A Streamlit-based chatbot that detects emotions in text using CNN models. I built the models, trained them, and iterated improvements over time.

• 🔬 SIGIC — Scientific Information Management Platform (Full-stack) See➡️

An interdisciplinary platform that helps research teams develop, process, and store scientific project results (built at IPN through multi-school collaboration). I contributed as a Full-Stack Developer; the codebase is in private repos (copyright/ownership), but I can share details or a walkthrough on request.

• Languages: Python, TypeScript, HTML/CSS, LaTeX, MATLAB
• Frameworks: Angular, Django, FastAPI.
• Specialties: Machine Learning, Signal Processing, Artificial Intelligence
• Tools: Visual Studio, Github, Postman, Jira, Figma

Instituto Politécnico Nacional | Feb 2024 - Jul 2024

• Analysis and pre-proccessing patient's Electroencephalography (EEG) Datasets with epilepsy.

• Develop Convolutional Neural Network (CNN) for for the automated detection of seizure crises.

Laboratorio de Instrumentación y Procesamiento de Señales (LIPS) | Feb 2023 - Aug 2023

• Data analysis and results verification for scientific articles.

• Inventory management and experimental protocols with human participants.

• Design and update of the laboratory's research website.

Laboratorio de Instrumentación y Procesamiento de Señales (LIPS) | Jul 2022 - Jan 2023

• Developed web solutions for management and visualization of scientific information.

• Tested RESTful APIs with Postman and developed backend with Django.

• Collaborated in multidisciplinary teams using agile methodologies.

Laboratorio de Instrumentación y Procesamiento de Señales (LIPS) | Jan 2022 - Jun 2022

• Developed experimental protocols for controlled stress induction.

• Acquired and analyzed physiological signals (EEG, PPG, EDA).

• Authored a research paper presented at the international CCE conference.

• Master's in Advanced Technology - Instituto Politécnico Nacional (In progress)

• Bionics Engineering - Instituto Politécnico Nacional (January 2023)

• "Assessment of emotions and stress in drivers to promote safe driving" - Master's Thesis, (In progress)
• "Biomarkers for Stress and Sleepless Evaluation" See➡️ - Presented at CCE International Conference 2025
• "Collaboration System for Multidisciplinary Research with Essential Data Analysis Toolkit Built-In" See➡️ - MDPI Open Access Journals 2023
• "Stress Detection Protocol in Vehicular Driving using Virtual Reality" See➡️ - Presented at CCE International Conference 2023
• "Convolutional Neural Network for detecting Emotions and Polarity in text using chatbot" - Bachelor's Thesis, 2023

• Spanish (Native)
• English (B1+)
• Japanese (N5)
• Mexican Sign Language (A2)

• 📧 Email: hortamaury@gmail.com
• 📱 Phone: +52 5611075317
• 💼 LinkedIn: amaury-sh
• 🏙️ Location: Mexico City, Mexico

Coding challenges | Signal processing | Technology research | Artificial intelligence | Healthcare

⭐ From my GitHub profile you can see my projects and contributions. Feel free to contact me to collaborate!