Experience
2024
Staff Data Scientist
Polly.io
Five-module loan volume forecasting framework, Bayesian pull-through analysis, three-tier LLM classification system, and a six-figure infrastructure cost reduction program.
2022
Data Science Product Manager
EZOPS
Led product strategy for the data science platform. Roadmap ownership, discovery cycles, and stakeholder alignment across the DS product surface.
2017
Data Scientist
EZOPS
ML models for client behavior analysis and record deduplication. Grew into ML platform work — experiment tracking, feature engineering, model monitoring.
2013
B.S. Applied Mathematics
Montclair State University
Top Graduating Senior. Researched epidemic early warning signals — published in the International Journal of Chaos and Dynamics.
Technical Stack
ML & Forecasting
XGBoost
LightGBM
MLflow
Optuna
SHAP
PyMC
NLP
Anomaly Detection
Data Platform
Python
SQL
PySpark
Databricks
dbt
Delta Lake
Redshift
FinOps
AI-Native Tooling
Claude Code
MCP Servers
AI Agents
LLM Orchestration
Knowledge Graphs
Software & Delivery
Pydantic
SQLAlchemy
pytest
Streamlit
Roadmap Ownership