trackman

Generates pitcher performance reports from game datasets exported from TrackMan via Python Web App.

NCAA scouting apps and models, dbt/DuckDB warehouse, transfer-portal pipeline, plus MLB pitch models and game forecasting.

An analytics dashboard for Trackman golf data. Syncs your shot history from the Trackman portal, scores every shot against PGA Tour benchmarks, and visualizes everything in an interactive Streamlit app.

Baseball research reports and college pitching scouting: MLB Statcast & NCAA D-I TrackMan

This Python script analyzes and visualizes a pitcher’s outing using TrackMan data. It filters game data for a specific pitcher and creates detailed breakdowns of pitch movement, release point, and location, all in one figure.

Duplicates current-track metadata from Trackman to other web services

R Shiny App displaying visualization and trackman metrics for baseball players. (The app was made for the CWL Players and Scouts)

Trackman data visualization Python script for pitchers

Normalized 17-table MySQL schema for national college baseball Trackman data, with a documented audit/revamp pass (indexing, FK constraints, a real data-integrity bug fix).

TrackMan 4 session analysis: TPS CSV ingest, one practice focus per session, offline dashboard

Reproducible TrackMan-style workflow for exporting player-specific baseball reports from pitch-level data.

Explainable Stuff+ style model for evaluating pitch quality from TrackMan-style data.

3D golf shot visualizer for measured launch monitor trajectories. Three.js, replay playback, TrackMan adapter, React wrapper.

Uses R Shiny and Plotly to provide interactive visualizations and animations for a specified pitcher's arsenal. Uses polynomial coefficients provided via Trackman data. Created for UCLA's Bruin Sports Analytics club.

Full-stack baseball analytics pipeline for raw TrackMan CSV ingestion, pitch metric calculation, box score generation, and printable scouting reports. Built with React, FastAPI, pandas, and Neon PostgreSQL.

Golf launch monitor telemetry platform. Rails 8.1 API, PostgreSQL, React dashboard with dispersion, ball flight, and gapping charts. Scoped auth for humans and AI agents.

Traceable public golf launch-monitor data, provenance, and cross-vendor comparison database