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GabrielaVidales/README.md

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CINVESTAV Mérida  ·  MIT Applied AI  ·  IEEE WIE UADY Founder
📍 Mérida, Yucatán, MX  ·  📧 gabriela.vidales@ieee.org

🏆 Selected highlights
🔬 Weizmann Institute of Science ISSI "Dr. Bessie Lawrence" Mexican Fellow · 2025
🛰️ CanSat World Competition Top 10 of 121 teams from 20 countries · Team Leader · 2025
🎓 MIT Professional Education Applied AI & Data Science Program · 2025–present
🌐 HUAWEI Tech4Good Mexico Representative · Seeds for the Future · 2024

| 🧬 CINVESTAV Mérida | Research Assistant · TheoChemMérida Lab · Dr. Gabriel Merino · 2024–present |

📄 Publication

Grammar-driven SMILES standardization with TokenSMILES
González-Ortiz, Noriega, Ortiz-Chi, Vidales-Ayala, Soberanis-Cáceres, Meneses-Viveros, Aspuru-Guzik & Merino
Chemical Science, 17, 1666–1675 · 2026

🚀 Key projects

Project Description Stack
ELAYA SMILES AI pipeline: SMILES → 3D molecular structure with in-browser visualization Python · RDKit · ANI · 3Dmol.js
K'uk'ulSat Autonomous CanSat · 9th worldwide · XBee telemetry · ANSYS CFD autogyro C++ · Arduino · Python
Roverty Autonomous precision agriculture rover · GPS · FPV telemetry · seed dispensing C++ · CAD · Fusion 360
Brain MRI AI CNN-based neuroimaging biomarker extraction · thesis project Python · OpenCV · PyTorch
AIoT Smart Home Real-time energy monitoring system · custom PCB · 3D-printed enclosure ESP32 · Arduino Cloud · Python
WATOC 2028 Webmaster lead — international computational chemistry conference React · Django · TypeScript

🏅 Certifications

Professional Certificates

HCIA-AI · Huawei (2025–2028)   IBM Full Stack Software Developer   IBM Data Analyst   IBM Data Engineering Foundations   Genomic Big Data Science · Johns Hopkins University

Courses & Specializations

Google AI Essentials   Developing AI Applications with Python and Flask · IBM   Data Analysis with Python · IBM   Data Visualization with Python · IBM   Databases and SQL for Data Science · IBM   Developing Front-End Apps with React · IBM   Developing Back-End Apps with Node.js and Express · IBM   Python for Data Science, AI & Development · IBM   Python for Genomic Data Science · Johns Hopkins   Biomedicine and Immunology · U. of Chicago / Stanford / UNAM   8th Winter School on Data Science and Complex Systems · IIMAS UNAM   GlobalTECH International Summer School · AMCID   Mini School of Bioinformatics: R, Bioconductor & AI · GenomicsTrack

🔗 View all verified badges on Credly  ·  View all certifications on LinkedIn

🌐 Languages

🇲🇽 Spanish — Native  ·  🇺🇸 English — TOEFL IBT 82/120  ·  🇨🇳 Mandarin — HSK 3 · 243/300  ·  🇫🇷 French — Basic

📊 GitHub Stats

📬 Contact

⭐ Feel free to explore my repositories and collaborate!

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  1. ELAYA_SMILES ELAYA_SMILES Public

    AI pipeline for SMILES → 3D molecular structure generation and optimization · RDKit · ANI · genetic algorithms · in-browser 3D visualization

    JavaScript 2

  2. LuisOrz/SmilX LuisOrz/SmilX Public

    SmilX, is a software to explore the chemical space of isomers with the SMILES language using the grammar constraint.

    Python 2 1

  3. FoodHub-Data-Analysis FoodHub-Data-Analysis Public

    Capstone project for MIT Professional Education's Applied AI & Data Science Program. Comprehensive EDA, business intelligence, and strategic recommendations for a food aggregator platform.

    Jupyter Notebook 1

  4. Solids-1.0-Users-Guide Solids-1.0-Users-Guide Public

    Interactive web user guide for Solids 1.0 — crystal structure prediction software · EMT · GULP · VASP · CINVESTAV Mérida

    HTML 1

  5. Watoc2028 Watoc2028 Public

    Full-stack conference platform for WATOC 2028: triennial congress of the World Association of Theoretical and Computational Chemists, hosted in Mérida, Yucatán, Mexico — abstract submission, JWT au…

    JavaScript 2

  6. TheoChemMerida TheoChemMerida Public

    TypeScript 2