Maxwell Fisch Email & Phone Number

Greater Seattle Area

• Migrated database and processing logic from Microsoft Access to SQL Server for a Chicago-Based health insurance providerBuilt machine learning pilot program for a healthcare technology company
• Delivered a propensity and churn model to sales team
• Showcased data visualization and model metricsImproved and supported Azure ML pipeline for Seattle-based technology company
• Integrated new data sources that added projected annual revenue of $30M
• Created analytics for interpreting deep learning modelsOverhauled tax calculations for a Seattle-based online retailer by remodeling the data pipeline and building a Python-based calculation engine.
• Delivered accounting software in Python that queries tax data from Redshift and Excel Databases (~5M rows), calculates asset depreciation using distributed processing on AWS, and publishes data to S3.

San Francisco Bay Area

• 3-month, 600+ hour data science immersive training program covering core data science skills including data mining and wrangling, machine learning algorithms, SQL, and big data technologies like AWS and Spark.
• Deployed a real-time fraud detection Flask web app on AWS with MongoDB using a gradient boosted model.
• Designed a model for a ride sharing service using a gradient boosting classifier, maximized profit curve.
• Built a movie recommendation system using matrix factorization on Spark.
• Implemented a linear regression model to predict heavy equipment auction pricing using sklearn and Pandas.CAPSTONEBuilt a model in Python that identifies record producers from audio data using machine learning.
• Predicted record producer identity using a KNN algorithm with 4x improvement over baseline.

San Jose, CA

• Determined root cause in failure analysis for customer return hard drives via materials science and data analysis.
• Published engineering reports and communicated failures to lab managers, customers, and executives.
• Isolated failure sources on flagship product by utilizing materials characterization resulting in 75% reduction in failure.

Santa Barbara, CA

• Designed experiments, processed data, and built apparatus for high-temperature water vapor transport of oxides.
• Analyzed data from DSC to construct models of oxide phase diagrams; investigated oxide resistance of next-gen TBCs and presented results at WSG High Temperature Coatings Conference.
• Calculated fluid dynamic and chemical ingress models using MATLAB and COMSOL; custom-built experimental rig and demonstrated proof of concept.

Berkeley, CA

Just in Capes (Available on iTunes!)Managed a team of audio engineers and organized the production of the album

Berkeley, CA

• Qualified failure mechanisms of a MEMS devices
• Presented results at a conference
• Co-authored three papers.

Dublin, CA

• Conducted a design of experiments for electrolytic super capacitor materials and suggested design improvements.
• Optimized super capacitor capacity and reduced leakage through a DOE varying materials selection and capacitor design.

Data Science Immersive Certificate, Data Science

12 weeks of immersive data science coursework, case studies, and projects. • Mastered fundamentals of modeling, machine learning.

Master’S Degree, Materials Science

Activities and Societies: Institute for Scientist and Engineer Educators, School for Scientific ThoughtResearching water vapor-assisted.

Bs, Chemical Engineering And Materials Science

Activities and Societies: Regents and Chancellor's Scholarship, American Institute of Chemical Engineers, Materials Science Engineering.