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HealAI: The future of first-aid response, on device.
Deep learning system that classifies Alzheimer’s stages from brain MRI scans using the Hack4Health dataset. We fine-tune a 2D/3D CNN with substantial data augmentation, apply Grad-CAM & error analysis
GRadient is a data simulation tool that allows users to scale representative values of a race cars function and view accurately simulated telemetry readings per track based on Toyota GR's dataset.
Turn Data into Podiums
Turns raw GR Cup data into real-time race intelligence, predicting pace, driver performance & identifying strategy opportunities by analyzing timing, telemetry in real time to guide race decisions.
Analytics and strategy platform for the Toyota GR Cup that turns TRD telemetry and race results into racing‑line coaching, pit‑stop strategy, and race insights in one modern UI.
Uses TF-IDF + SVD + FAISS to recommend research papers with high precision. Optimized for cosine similarity and top-5 accuracy, achieving strong relevance at scale.
A financial model for racing that treats tire life as currency. We use physics & ML to calculate the "Cost per Corner" and predict optimal pit strategy.
Real-Time Energy Field Maps + Predictive Driver Time-Shift Optimizer
The AI coach that turns telemetry into trophies
TRIDENT is a deterministic motorsport intelligence core that ingests telemetry, models laps, detects anomalies, and builds evidence-driven driver insights, with AI only narrating results.
RACEMIND 3D uses ARIE-V2 to predict laps, simulate scenarios, and forecast rival behavior, delivering real-time strategy and 3D telemetry insights for a decisive racing advantage.
Turning raw racing telemetry into meter-level performance insights
Real-time pit strategy engine for GR Cup, predicting the fastest race decisions lap-by-lap.
Real-time AI strategy simulator for the Toyota GR Cup: Predict tire degradation, optimize pit stops, and engineer victory
Analyse raw TRD GR86 lap times, race standings and section-wise data into a post event debrief to help drivers compare their results to the winner and gain insights on how to improve.
Real-time MSL hand-gesture recognition built for Malaysians, filling a gap where no accessible tech exists. It empowers the Deaf community by turning sign gestures into instant readable text.
Data-driven racing insights: Track driver fatigue and component wear in real-time
Initial Commit
In GR Cup's identical cars, strategy wins. Our AI acts as a digital race engineer, analyzing draft and tires to predict winners and deliver real-time tactics to turn probabilities into podiums.
A real-time, race strategy dashboard that transforms raw telemetry into actionable insights, helping teams optimize pace, tire management, and pit strategy with a futuristic Mission Control interface.
LapLens turns raw TRD GR86 telemetry and lap times into a driver-ready race debrief – scoring every lap 0–100 and generating instant coaching notes to show exactly where time was left on track.
An AI-powered race engineer transforming raw TRD telemetry into winning insights via ML anomaly detection, 3D visualization, and natural language strategy.
![MSARSE [Micro-Sector Adaptive Racing Strategy Engine]](https://d112y698adiu2z.cloudfront.net/photos/production/software_thumbnail_photos/004/032/715/datas/medium.jpeg)
