David Arcemant

About David Arcemant

I’m a Strength & Conditioning Coach turned Data Scientist focused on solving performance and business problems with data.For over a decade, I built and operated a successful strength coaching business, working with athletes and general populations while implementing athlete monitoring systems including GPS, HRV, and force plate testing. That experience sharpened my ability to think in systems, track meaningful metrics, and make high-stakes decisions under uncertainty.But intuition wasn’t enough.I transitioned into Data Science to move from observation to quantification — from trends to models — from guesswork to predictive insight.Today, I apply data science and machine learning to real-world problems across business and performance domains. My experience includes:End-to-end data workflows: data cleaning, transformation, and exploratory analysisStatistical modeling and hypothesis testingSupervised and unsupervised machine learningFeature engineering, model selection, and evaluationData visualization and dashboard developmentTranslating business questions into measurable, data-driven solutionsI approach data the same way I approached coaching: define the objective, measure constraints, test rigorously, and iterate until performance improves.What differentiates me is domain depth in performance science and small business operations — combined with the technical ability to build and deploy models that drive decisions.I’m especially interested in opportunities involving predictive modeling, applied machine learning, business intelligence, and performance analytics.

Experience

1. Personal Trainer

   Independent Personal Trainer And Fitness Instructor

   Sep 2010 — Present

   Helps clients with fitness goals and education in a healthy lifestyle.

Education

• University of Houston-Clear Lake

  Master of Science - MS, Kinesiology and Exercise Science

  2018 — 2020

• San Jacinto College

  Associates, Life science

  2012 — 2015

• University of Houston-Clear Lake

  Bachelor's degree, Kinesiology and Exercise Science

  2015 — 2017

• TripleTen

  Data Science