Daniel Regalado Cardoso
Data Scientist and AI/ML Engineer based in Miami, originally from Guatemala. I work at the intersection of data science, business strategy, and AI engineering — building LLM applications, multi-agent systems, and predictive analytics solutions.
Currently pursuing my MS in Business Analytics at the University of Miami Herbert Business School (GPA 3.9/4.0). I also hold an MS in Energy Business Management and a BS in Chemical Industrial Engineering from Universidad del Valle de Guatemala.
Fluent in English and Spanish, with experience at CBC (The Central America Bottling Corp), AB InBev, Spectrum, and collaborations with UHealth Bascom Palmer Eye Institute and Deloitte.
Skills & Tools
What I work with.
AI & Machine Learning
LLMs, RAG, Multi-Agent Systems, Deep Learning, NLP, SHAP, CatBoost, XGBoost, LSTM, Time Series
LLM Engineering
LangChain, LangGraph, OpenAI API, Anthropic Claude, ChromaDB, LangSmith, MCP, Prompt Engineering
Programming & Data
Python, SQL, R, Snowflake, Databricks, Pandas, Scikit-learn, PyTorch, NumPy
Visualization & BI
Power BI, Tableau, Plotly, Matplotlib, Advanced Excel, Streamlit, A/B Testing
Cloud & DevOps
GCP, Docker, Git, GitHub Actions, Railway, Azure, MLflow, Hugging Face, n8n
Languages
English (Fluent) · Spanish (Native)
Experience
Where I’ve worked.
The Central America Bottling Corp (CBC)
Commercial Assets Analyst · Jul 2024 – Jan 2025
Managed end-to-end strategy for commercial assets, including returnable bottles and refrigeration equipment, improving sales performance and operational efficiency. Built advanced dashboards and automated reporting to monitor asset performance and support data-driven product launch decisions. Developed customer segmentation and credit optimization strategies to improve asset allocation across key retail markets.
The Central America Bottling Corp (CBC)
Trade Marketing Administrative · May 2023 – Jun 2024
Oversaw and executed a $5.2M+ Trade Marketing budget, aligning OPEX and CAPEX with commercial priorities. Built performance dashboards to track KPIs and optimize marketing resource allocation across retail channels.
The Central America Bottling Corp (CBC)
Commercial Processes Intern · Feb 2023 – Apr 2023
Developed KPI dashboards for the global World Class Sales program, enabling real-time sales performance visibility.
Spectrum
Market Analysis Executive · Aug 2022 – Jan 2023
Conducted market research and statistical analysis for the energy sector. Produced executive reports and data-driven recommendations to guide strategic decisions.
Ambev Central America (AB InBev)
Revenue Intern · Jan 2022 – Jul 2022
Built predictive models and automated dashboards for pricing optimization and competitor tracking across national markets. Supported revenue management strategies.
Education
MS Business Analytics
University of Miami — Herbert Business School
2025 – 2026
GPA: 3.9/4.0
MS Energy Business Management
Universidad del Valle de Guatemala
2024 – 2025
Ranked 2nd of 16 graduates
BS Chemical Industrial Engineering
Universidad del Valle de Guatemala
2018 – 2023
Certifications
AI & Machine Learning
Neural Networks and Deep Learning — DeepLearning.AI
MCP: Build Rich-Context AI Apps with Anthropic — DeepLearning.AI
Introduction to LangChain (Python) — LangChain
Developing AI Applications — DataCamp
Multi-Agent Systems with LangGraph — DataCamp
Developing Applications with LangChain — DataCamp
Prompt Engineering with the OpenAI API — DataCamp
Introduction to Embeddings with the OpenAI API — DataCamp
Working with Hugging Face — DataCamp
LLMOps Concepts — DataCamp
AI Ethics — DataCamp
Data & Cloud
GitHub Foundations — DataCamp
Snowflake Foundations — DataCamp
Intermediate SQL — DataCamp
Data Analytics in Power BI — Coursera
Statistical Methods for Six Sigma with R — UVG
Excel/VBA for Creative Problem Solving — University of Colorado
Business & Strategy
Business Growth Strategy — UVA Darden School of Business
Advanced Business Strategy — UVA Darden School of Business
Retail Marketing Strategy — Wharton Online
Data-Driven Process Improvement — University at Buffalo
ISO 50001 Internal Auditor — SGS
Scrum Fundamentals Certified — VMEdu
Let’s connect.
I’m actively looking for opportunities in Data Science, AI/ML Engineering, and Business Analytics.