Dedicated professional with 7 years of experience driving organizational success through hands-on pipeline management, statistical analysis, and process improvements within the Education, Distribution Operations, and Banking spaces.
Dynamic communicator and thought leader with a strong ability to provide clear, consistent messaging, build enduring partnerships across all levels of leadership, and provide exceptional customer service.
Adept at leveraging analytical thinking, elegant coding solutions, and creative strategy to solve business and operational challenges, including capacity planning, volume forecasting, large scale slotting projects, and targeted operations analyses.
My Passions...
Skills
7+ Years in Tech including: Ed Tech & Distribution Operations.
5+ Years Experience with: Excel, SQL, Python, R, Tableau, & Power BI.
2 Masters Degrees and Multiple Google Analytics Certifications.
Experience
Data Form & Snowflake
Enterprise Dataform Orchestration: Implemented Dataform (SQLX) to manage complex dependency trees and data transformations, ensuring high-integrity model outputs.
Cross-Platform Integration: Streamlined the delivery of curated ML outputs from GCP into Snowflake, providing a centralized “Source of Truth” for organizational consumption.
Executive Visibility: Automated the data flow from 100s of sources into Domo, delivering real-time actionable insights to C-suite executives.
Big Query
In-Warehouse Machine Learning: Leveraged BQML to develop and deploy XGBoost propensity models and ARIMA demand forecasting directly within the data warehouse.
High-Volume Forecasting: Engineered scalable modeling frameworks to predict transaction likelihood and inventory depth for 200k+ SKUs across hundreds of locations.
Process Efficiency: Achieved a 99.52% runtime reduction by migrating legacy Excel-based calculations into highly optimized BigQuery SQL and BQML environments.
VertexAI
Automated Drift Detection: Integrated automated monitoring into Vertex AI pipelines to detect and alert on data drift, ensuring long-term model reliability for enterprise assortments.
Model Orchestration: Architected multi-stage GCP Pipelines to manage the end-to-end lifecycle of BQML models, from automated retraining to final output curation.
Hybrid Intelligence: Combined traditional ML (ARIMA/XGBoost) with cutting-edge Generative AI (Gemini 1.5 Pro) to solve complex business logic and narrative synthesis challenges.
Recent Projects
D&D Recap | Multimodal Narrative Intelligence Pipeline
Audio Engineering & Diarization: Engineered a custom pipeline to process multi-channel Discord audio using OpenAI Whisper, implementing speaker identification and diarization to convert raw audio into structured scripts.
Contextual Script Synthesis: Leveraged Gemini 1.5 Pro’s long-context window to ingest extensive session scripts, utilizing advanced prompt engineering to generate consistent narrative recaps and stylized “narrator-perspective” scripts.
Voice Synthesis & Distribution: Integrated ElevenLabs API with a custom-trained voice clone to automate the production of high-fidelity audio recaps, delivering a professional-grade narrative experience to stakeholders (players).
Process Automation: Built the end-to-end workflow to handle the transition from unstructured audio data to polished, multi-format (text and audio) creative assets.
NYC Airbnb Rental Profitability Analysis
An analysis which provides useful insights for those seeking to purchase property in New York City as an investment via Airbnb.
- pandas
- ggplot2
- NumPy
Contact
Please reach out to me via Linkedin with any questions or job opportunities!
