#!/usr/bin/env python3
# boxbox — rental kart telemetry (preparation phase)
from boxbox.gpmf import
GoPro
from boxbox.analysis import DeltaTime
session = GoPro("race_day_01.mp4")
telemetry = session.extract(
streams=["GPS", "ACCL", "GYRO"]
)
delta = DeltaTime(
ideal=telemetry.best_lap(),
actual=telemetry.last_lap()
)
delta.overlay("output/analysis.mp4")
print(f"Delta: {delta.gap}s | Sectors: {delta.sectors}")
█
Delta: -0.342s | Sectors: [+0.1, -0.3, -0.1]
Phase 1: Foundation // ActiveENGINEERING
ENGINEERING
THE APEX.
A Senior Principal Engineer's approach to competitive motorsport. Data in. Performance out.
Senior Principal Engineer @ Red Hat
|
-30kg transformed
|
2027 T4 Ireland
// The Program
System Optimization
Pahim Racing treats the 2027 Tillotson T4 Ireland Championship as a complex system optimization problem. By applying the same discipline used to architect enterprise-scale platforms (data-driven iteration, root cause analysis, and measurable KPIs) we aim to demonstrate that engineering methodology outperforms intuition on the track.
Read The Program → Phase 1: Foundation →// The StackExplore boxbox →
Launch boxbox ↗
Preparation Telemetry
$ boxbox pipeline --visualize
GoPro GPMF
→ Metadata Extraction
→ GPS / ACCL / GYRO
→ Delta-Time Analysis
→ Telemetry Overlay
Telemetry Dashboard
System Status
// Strategic Alignment
Partnership Ecosystem
Corporate-grade reliability from a Senior Principal Engineer at Red Hat. Data-driven content assets from every session. A sealed-engine championship where results are engineered, not purchased. Three tiers from €450.
Explore Partnership Alignment →