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jaredcsmith/README.md

My Goals

to empower athletics through community and technology.

About Me

  • 3X NCAA Team Champion and 1x Individual Runner Up
  • USA National Fencing Team Member

Education - Double Domer πŸ€

  • M.S. in Business Analytics, Concentration in Sports Analytics at the University of Notre Dame
  • B.S. in Mechanical Engineering at the University of Notre Dame

Skills

Coding

  • Python
  • Django/Flask Full-Stack Development
  • ML Modeling (XGBoost, Random Forest, etc.)
  • Computer Vision (OpenCV, Mediapipe, etc.)
  • R
  • SQL
  • Tableau

Engineering

  • CAD - Solidworks (CSWP Certified), Fusion360
  • 3D Printing - Formlabs | Stratasys (FDM, SLA, SLS)

Professional Projects

  • NLP Tool - R - Created a Natural Language Processing (NLP) tool and database for educators to process their Course Syllabi. The tool provides an overview of skills and learning outcomes for courses within majors, concentrations. etc.

Personal Projects

  • Running Injury Risk Analytics - R - analyzed a dataset of a National Dutch Running team for daily training and performance logs to investigate factors leading up to injury. Developed derived variables to create new metrics to evaluate performance and risk of injury. My derived variables produced a model with an accuracy of 75% in predicting injuries. My approach can be used to mitigate and prevent injuries before they happen.
  • Fencing Analytics - Python - Developed and Built a system to track fencing practices/tournament performance - implemented use of forms and tracked results at FIE, USFA, and NCAA events. This resulted in T64 finish at the Orleans Grand Prix in 2024, and multiple medal finishes at NCAA and USFA events.

Popular repositories Loading

  1. Running-Injury-Risk Running-Injury-Risk Public

    Dutch National Team Injury Risk Analysis

    R 1

  2. jaredcsmith jaredcsmith Public

  3. product-research product-research Public

    Jupyter Notebook