Professional Summary
I’m a Data Scientist and AI/ML Engineer based in Miami, with a full-stack background that spans everything from model development to cloud deployment. I build intelligent systems that solve real business problems — from RAG pipelines and SQL AI agents to production APIs and Azure-hosted web applications.
My work sits at the intersection of machine learning, data engineering, and software development. I’m most effective when I own a feature end to end: ingesting and transforming data, building and evaluating models, deploying services, and shipping user-facing interfaces.
Technical Expertise
AI & Machine Learning
RAG Systems LangChain / LangGraph Vector Databases SQL AI Agents Embeddings Scikit-learn XGBoost TensorFlow PyTorch OpenAI API
Data & Analytics
Python SQL Pandas NumPy Plotly Matplotlib Seaborn PostgreSQL MS SQL Server MongoDB
Full-Stack & Cloud
JavaScript React Node.js FastAPI Flask RESTful APIs Azure Docker Git / GitHub Jupyter
Key Projects
Full-Stack Lead Assignment System
- Built a comprehensive lead management and routing platform used in production
- Designed intelligent assignment algorithms, real-time dashboard analytics, and a custom business rules engine
- Full-stack implementation: FastAPI backend, React frontend, MS SQL Server, Azure deployment
RAG Systems & SQL AI Agents
- Developed production RAG systems for enhanced information retrieval over document repositories
- Built SQL AI agents that translate natural language into accurate database queries
- Integrated vector databases for semantic search; deployed on Azure
Spotify Music Recommendation API
- Custom Spotify API wrapper with ML-powered song recommendations using K-Nearest Neighbors
- Matching based on audio features: danceability, energy, acousticness, and more
- Deployed three production APIs on Heroku
Climate Change Visualization Platform
- Interactive choropleth map showing global temperature changes from 1750 to 2013
- Time-series animations with Plotly; real-time Celsius/Fahrenheit conversion
What I’m Looking For
I’m open to roles where I can do meaningful technical work across the full stack — ideally combining AI/ML with cloud engineering and product-facing features. Strong fits include:
- AI/ML Engineering — building, shipping, and maintaining intelligent systems in production
- Data Science — deriving actionable insight from complex datasets
- Full-Stack with AI integration — end-to-end ownership of features from model to UI
- Cloud-first teams using Azure or other modern infrastructure
I’m based in Miami and open to both remote and local opportunities.
Beyond Work
When I’m not coding or training models:
- Fitness: Regular P90X practitioner
- Family: Quality time with loved ones
- Learning: Always exploring new AI tools, frameworks, and research
- Open Source: Contributing to and learning from the community