Vedra Research

Simulation and analytics for complex systems.

Vedra Research builds self-contained data tools across physics, motorsport, and finance — each one tested and built to run anywhere, with no servers and no accounts.

Field 01

Physics & simulation

Motion modeled from first principles.
Field 02

Sport & telemetry

Pipelines that turn race data into signal.
Field 03

Finance & markets

Local-first instruments for tracking capital.

Five projects.

VR-01

Cancer Research Tool

A data-analytics tool aimed at real cancer research — built on public datasets, applying the same pipeline-and-dashboard approach as the rest of this work. Currently in early development.

PythonPublic datasetsWorking title2026
VR-02

Vero — Wealth Management CLI

A local-first portfolio tracker that lives in the terminal and renders a self-contained 3D dashboard. Tracks positions, P&L, and risk — Sharpe with Lo (2002) confidence intervals, volatility, drawdown — benchmarked against SPY. No accounts, no cloud.

PythonCLIyfinanceThree.js2026
VR-03

Orbital Mechanics Engine

A deterministic astrodynamics engine computing orbital velocities, transfer Δv, and real Earth→Mars launch windows — validated against live JPL Horizons data — paired with an interactive 3D view of the solar system.

Pythonnumpy / scipyThree.js2026
VR-04

Red Bull Racing — Performance Analytics

A resumable dual-source ETL pipeline pulling six seasons of F1 results and lap telemetry into a star-schema warehouse, with seven statistical models and a self-contained 3D dashboard — playable race sim included.

PythonSQLdbtDuckDBGame2025
VR-05

Red Bull Racing — OPEX Analytics

Ingests F1 operating spend, flags overspends and duplicate payments, and renders one typed analysis two ways — a branded Excel workbook and an interactive cockpit dashboard.

PythonpandasPlotlyExcel2026