Hey! I'm Carlo

Solution: Custom linear interpolation tracking using a Smoothing Factor (0.55) combined with a Hysteresis Threshold. The position locks if shifts fall below a deadzone threshold; otherwise, tooltips slide using weighted averages.

Solution: Implemented a geometry exclusion map. The foreground service tracks active alert tooltip bounding boxes and intersects them with raw OCR output, filtering out overlapping detections.

Solution: Developed a 65% image scaling pipeline directly in the RGBA buffer before sending frames to ML Kit, reducing memory footprint and processing cycles by over 50%.

Solution: Compiled a native C++ JNI bridge linking llama.cpp with ARM NEON / KleidiAI acceleration. Utilized 4-bit quantized GGUF weights with aggressive token streaming and background thread isolation.

Solution: Leveraged WindowInsetsCompat.displayCutout to query real-time physical cutout bounding boxes and combined it with touch-slop hysteresis to trigger the smooth drop-down task input drawer reliably.

Solution: Engineered a custom LapiSmartMerge engine. It performs entity-level timestamp reconciliation using monotonic updatedAtMillis and merges routine completion maps granularly.

Solution: Architected dedicated native bridge layers. On iOS, Swift WidgetKit extensions read from a shared App Group container updated by Kotlin Native; on Android, AppWidgetProvider observes local database changes, guaranteeing instant widget sync on both systems.

Solution: Developed a real-time relative luminance calculation engine conforming to WCAG 2.1 contrast ratios (computing 0.2126R + 0.7152G + 0.0722B), with a manual high-contrast toggle for complete personalization.

Solution: Designed decoupled Compose transition specs with state-driven blink intervals and deferred canvas drawing passes, keeping UI rendering at 60 FPS with minimal CPU overhead.