I’m Guillermo D. Bonilla — a trilingual data scientist, linguist, and educator based in Pembroke Pines, FL. My work sits at the intersection of machine learning, language, and education, where I focus on building clear, interpretable, and human‑centered analytics. I enjoy transforming complex datasets into actionable insights, designing transparent ML workflows, and communicating technical findings in English, Spanish, and Japanese for diverse audiences.
- M.A. in Linguistics — Florida International University
Focus on Japanese proficiency, English-Spanish heritage bilingualism, and trilingualism with a Master's thesis. - B.A. in Asian Studies — Florida International University
Minors in Mathematics & Mathematical Sciences; Certificate in Japanese Studies. - Study Abroad: Ritsumeikan University (Kyoto, Japan) — intensive Japanese language and cultural immersion
- Applied AI & Data Science Program — MIT Professional Education
Hands‑on experience with Python modeling, applied AI workflows, and feature‑importance analysis. - Data Analyst II Technical Certificate — Broward College
Coursework Completed (Program Not Completed): Excel Data Analysis, Database Management, Statistics, Discrete Math, Python Programming, Advanced Excel Visualization, and Power BI.
- 🤖 Machine Learning and Applied AI
- 🗣️ Natural Language Processing and Linguistic Data
- 📊 Data Visualization (Excel, Power BI)
- 🐍 SQL‑based analytics and Python workflows
- 🎓 Educational analytics and multilingual communication
- ✍️ Clear, accessible technical storytelling
- 🌐 Cross‑cultural and language‑aware model design
- ⚡ Florida Power & Light (FPL) – Broward College Developed statistical models 📈 analyzing environmental impacts on electrical demand and net generation for FPL stakeholders 🏢.
- 🗣️ FIU Linguistic Annotation Research Created narrative‑boundary annotations ✍️ supporting NLP text segmentation and discourse‑analysis models 🤖 funded by the Office of Naval Research ⚓.
I am looking to collaborate with others interested in Data Science who are willing to learn and grow in this field.
LinkedIn: https://www.linkedin.com/in/guillermo-d-bonilla-m-a-13330680 Email: gbonilla712@outlook.com