Chris Sanchez, MS

Data Science portfolio

About Me:

• Special Operations veteran - Navy SEAL
• Masters Degree in Data Science - UC Berkeley
• Active security clearance

Projects

Dental Patient Churn Prediction

Provided consulting work to the CEO of a Private Equity backed dental practice. Deliverables included a deployed patient churn prediction model and a prioritized patient re-contact list (based on customer segmentation). Deliverables are embedded into staff daily workflow and provide an estimated savings of $30K per year for the practice.

Analytics Platform for non-profit CEO

Built an analytics platform for the CEO of non-profit veteran’s service organization. Project involved entirety of Data Lifecycle, from data acquistion/ingestion all the way through providing self-serve analytics at the end user’s fingertips. Built on the Python Dash framework.

SOF Veteran Analysis

Conducted rigorous analysis of the SOF Veteran community as represented by a partner 503c non-profit veteran service organization. Provide CEO and staff with information allowing them to make decisions to improve offerings to veterans, change marketing strategies, and allocate resources effectively.

Vietnam War Casualties

An analysis of Vietnam War deaths over the entirety of the period of US involvement from 1956 - 1975. Project analysis includes interactive timeline, highlights of interest, and a comprehensive demographic breakdown of the casualties.

Writings and Proposals

• Open Proposal to the NSW Community
  Open address to the Naval Special Warfare community generally, and the NSWC Commodore specifically, to allow me access to SEAL accessions data so that I can conduct a study to find patterns in the data that might point to a probalistic model for recruiting purposes.
• Anchoring Effect on Navy Evals
  Proposal to adjust how performance rankings are conducted in the Navy that is less biased, and reduces the “anchoring effect”.
• Secrecy vs. Security
  Blog post on the discussion of the important balance between secrecy and security in a representative democracy.
• Secrecy in a Representative Democracy - Overview Overview of a presentation that I gave on balancing secrecy and security in a representative democracy.