Joseph D. Sabanosh
Work Experience
Principal Data Scientist
- Developed two new workstreams supporting over $100M+ impact, providing executive-level opportunity identification and tactical next best action analyses through collaboration with key stakeholders
- Demonstrated 6% improvement in forecast error over a $1B+ forecast through the aggregation of GPT model embeddings to identify rare medical event probabilities in large populations
Lead Data Scientist / Chief of Staff
- Led strategic initiatives as Chief of Staff for a 200+ person data science team, including tracking, reporting, and validating $400M+ yearly cost savings / EBIT growth for CTO decision making
- Developed an interactive Monte-Carlo simulation driving the strategy for $1B+ decisions through collaboration with VPs and SVPs to synthesize multiple compounding sources of variation in product launch pricing and timing
Data Science Manager
- Led development, delivery, and client management of multiple 3 - 15 member data science teams leading to custom neural network, statistical, and simulation-based solutions to forecasting and computer vision challenges with $600M+ in expected and realized savings
- Advised CTO's office on the strategy for the adoption of open-source tools and cloud solutions to increase technical efficiency and capabilities in a 20k+ personnel organization
Analytics Consultant
- Led a 5-person data science team to develop and productionize a recommendation engine model that achieved 30% increase in yearly workload savings and $10M+ inventory cost savings
Analytics Senior Analyst
- Scoped, developed, and maintained a 200+ user data visualization and workload tracking dashboard aggregating and supporting $1.2B+ in annual spend
Tech Ops Analyst
- Diagnosed issues, coordinated multi-team responses, and performed deployments for 10M+ user website
Laboratory Research Assistant
- Independently developed novel adhesive testing method decreasing test time 32-fold from 8 hours to 15 minutes
Education
Virginia Polytechnic Institute & State University (Virginia Tech)
BS, Engineering Science & Mechanics, Mathematics Minor - Summa Cum Laude
DeepLearning.ai (Certificate)
Deep Learning Specialization
Skills
Expert
Python, SQL, Machine Learning (Scikit-Learn, Tensorflow, XGBoost, Torch, Numpy, Pandas, etc.), Data Visualization (Tableau, Excel, Matplotlib), Database Design, Experiment Design, Statistics, Deep Learning
Advanced
Cloud Services (Azure, AWS, GCP), Agile Development, Project Management, Supply Chain
Proficient
Big Data (Hive), Computer Vision (2D and 3D methods), NLP, SAS, Generative AI