Featured Automotive & HEV Build Logs
Toyota Yaris MK4 HEV Trend MY25: Specs, Tech & Efficiency
A deep dive into the Toyota Yaris MK4 HEV Trend MY25, analyzing its 1.5L Dynamic Force hybrid powertrain, Toyota Safety Sense 3, and real-world 3.8 L/100km fuel economy.
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.
Technical Discussion Boards
Automotive & Hybrid HEV
Toyota Yaris MK4 HEV powertrain analysis, e-CVT telematics, Focal audio upgrades, and hybrid hyper-miling.
Healthcare IT & Compliance
Medical device software integration, hospital compliance audit trails, and privacy-first architectures.
Data Science & AI
Machine Learning models, predictive analytics, RAG architectures, and statistical visualization.
Cloud & Systems
Scalable GCP/AWS cloud infrastructure, Docker microservices, CI/CD pipelines, and static export SSG.
Cybersecurity & Systems
System hardening, threat modeling, secure software development lifecycles, and audit logging.
Sports Analytics & Cycling
Biomechanical performance data analysis, Strava Python pipelines, power meter telemetry, and aerodynamics.
Software & Hardware Garage Projects
TruMetraPla
Python dashboard to monitor productivity in metalworking processes. Automatic calculation of KPIs from Excel.
Hospital Sanitization Tracker
Ethereum Smart Contract (Sepolia) based DApp for immutable tracking of hospital sanitization activities.
GPX Editor
Web app to edit offline GPS tracks: smoothing, point cutting, and real-time generated elevation profiles.
SIR Markov Chain
Stochastic simulation (Discrete-time Markov Chains) of the SIR epidemiological model, with Monte Carlo analysis.
TperTutti — UX Redesign
Complete redesign (Double Diamond) for the TPER public transport website. SUS score improved from 37.5 to 72.5.
Latest Technical Articles & Guides
Toyota Yaris MK4 HEV Trend MY25: Specs, Tech & Efficiency
A deep dive into the Toyota Yaris MK4 HEV Trend MY25, analyzing its 1.5L Dynamic Force hybrid powertrain, Toyota Safety Sense 3, and real-world 3.8 L/100km fuel economy.
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.
Let's Connect & Collaborate
Open for technical discussions, automotive engineering exchanges, data science projects, or software collaboration.