Data Science & AI Portfolio
// Production-Grade ML Systems & LLM Applications
I'm a data scientist and AI engineer specializing in building production-grade machine learning systems, forecasting models, and LLM-powered applications. With over 12 years of experience in the environmental and geospatial field, I work at the intersection of climate resilience, geospatial analysis, and artificial intelligence as both a strategic leader and hands-on technical contributor.
I thrive in collaborative, cross-functional environments where science, policy, and engineering meet, and where translating complex technical insights into clear, actionable decisions is critical to success.
// Production AI/ML Systems & Applications
Generative AI Language Tutor
An AI-powered language learning assistant that guides users through conversational practice with real-time feedback and adaptive tutoring.
Tech Stack: Python, FastAPI, LLM APIs, GCP Cloud Run
Analytics & Forecasting Platform
Decision-support tool for agricultural stakeholders combining exploratory analytics with predictive modeling for yield, pricing, and risk assessment.
Tech Stack: Python, scikit-learn, Plotly, Streamlit, GCP
LLM-Powered Document Search & Chat
AI assistant enabling construction and engineering professionals to search and interact with as-built drawings and technical documentation using natural language.
Tech Stack: Python, LangChain, FastAPI, GCP Cloud Run
Energy Analytics & Infrastructure Visualization
Platform for monitoring and analyzing natural gas infrastructure, pipeline networks, and flow dynamics across the United States.
Tech Stack: Python, Prophet, Plotly, GeoPandas, GCP
Demand/Price Forecasting System
Forecasting system for metal industry KPIs featuring model comparison, backtesting, and scenario analysis for demand, pricing, and capacity planning.
Tech Stack: Python, scikit-learn, Prophet, Pandas, Plotly
Real Estate Risk Monitoring Dashboard
Dashboard tracking distress signals in NYC commercial real estate, combining public data with predictive risk indicators and geospatial visualization.
Tech Stack: Python, Pandas, GeoPandas, Plotly, Streamlit, GCP
Accessible Traversal & Navigation Platform
Sophisticated decision-support tool for campus stakeholders combining exploratory analytics with predictive modeling for accessible traversal, terrain-aware synthesis, and navigational risk assessment.
Tech Stack: Google Gemini AI, OSM Overpass, Heuristic Modeling, GeoPandas, GCP
Frontline Community Risk Assessment Platform
Environmental justice intelligence platform for US frontline communities combining federal industrial registry data with AI-driven compliance synthesis and public health risk modeling.
Tech Stack: React, Gemini 3 Pro, ArcGIS REST API, EPA ECHO, Tailwind CSS