Engineering Guides & Articles
Technical deep-dives into Full Hybrid (HEV) automotive systems, Toyota Yaris telemetry, car audio DSP, healthcare data architectures, and software engineering.
Installing Focal 165 IC on Toyota Yaris XP210
Complete step-by-step guide to replacing the original front speakers with the Focal 165 IC kit.
Blockchain in Healthcare: Beyond the Hype
Practical applications of blockchain for tracking hospital compliance and why Ethereum testnets are the perfect starting point.
Building a GPX Editor in TypeScript and Leaflet
A technical analysis on building a client-side GPS track editor, with smoothing and elevation profiles, without any backend.
SIR Epidemiological Models as Markov Chains
Discrete simulations (Markov) of the SIR model, with sensitivity analysis and Monte Carlo methods for epidemic prediction.
Image Restoration in Cytology: A Comparison
Comparative study between Total Variation, UNet, and DiffPIR for deblurring and denoising of cytological images (LBC).
UX Redesign: The Public Transport Website (TPER)
Applying the Double Diamond methodology to revolutionize TPER's UX, achieving a 35-point increase in the SUS score.
Machine Learning and Fairness: Adult Census Dataset
Building an ML pipeline to predict income, evaluating equity metrics (Fairness) through SHAP analysis.
Developing Visualization Plugins for Apache Superset
An engineering guide to creating custom charts in Apache Superset 6.1.0, using an interactive Calendar Heatmap as an example.
Power Meter Data: Ultimate Guide to FTP, NP and TSS
How to read and interpret your power meter data to structure scientific and measurable training.
Clinchers vs Tubeless: The Ultimate Test (Pros and Cons)
Technical analysis of tire systems for road bikes: the convenience of clinchers or the puncture resistance of tubeless?
The Impact of Aerodynamics in Amateur Cycling
Does it really matter to buy an aero bike if you travel at 28 km/h? Let's analyze the physical data of air resistance.
Strava Data Analysis: From Dashboard to Python
How to export your Strava GDPR archive and use Pandas to create custom insights on your training.
Garmin vs Wahoo: How to Choose Your First GPS Bike Computer
Direct comparison between the two giants of the bike GPS ecosystem: features, reliability, and user experience.
Chain Replacement: Wear, Measurement and False Myths
Everything you need to know about chain wear, when to replace it, and why elongation destroys your drivetrain.
Bike Fitting: Why Millimeters Make the Difference in the Saddle
Saddle too high or cleats misplaced? Discover how a biomechanical fit prevents injuries and increases Watts.
Polarized Training (80/20): The Science for Gran Fondos
Why training at medium intensity all the time makes you slow. Discover the polarized approach used by pros.
Nutrition in the Saddle: Anti-Bonking Strategies
The biochemistry of hitting the wall and mathematical calculations for carbohydrate intake during long bike rides.
Tire Pressure: Rolling Resistance vs Comfort
Why inflating clinchers to 8 bar makes you slower. The new science of tire pressure in cycling.
Gravel vs Road Bike: Geometry Analysis
It's not just wider tires. Let's find out how trail, reach, and wheelbase radically change the bike's handling.
Ceramic Bearings (Oversized): Real Advantage or Pure Marketing?
Does spending 500€ for an oversized derailleur cage save watts or just get Instagram likes? Mechanical analysis.
Indoor Trainer vs Outdoor: Surviving Winter
Smart trainers and virtual platforms like Zwift have revolutionized winter training. When to stay indoors and when to go out.
Pedal Stroke Biomechanics: Push vs Pull
Should you pull up on the pedals? The scientific truth about the perfect pedal stroke and pedaling efficiency.
Group Cycling: Unwritten Rules and Safety
How to ride safely in a peloton. Echelons, pacelines, and the gestures you absolutely must know.