Project
SPARCD
Psychology-informed goal execution platform that converts long-term outcomes into adaptive daily actions.
Project Details
SPARCD is designed around evidence-informed behavior change principles, using an 8-dimension profile to personalize task complexity, notification timing, tone, and reinforcement style.
The platform architecture combines a Flutter client with FastAPI services, MongoDB and Redis for data and performance layers, Firebase for messaging, and RevenueCat for subscription management.
The product emphasizes consistency over intensity by delivering context-aware next actions, structured progress reinforcement, and adaptive cadence tuning driven by engagement signals.
Instead of relying on static plans, SPARCD dynamically adapts daily pathways when momentum decreases by simplifying tasks, adjusting timing windows, and calibrating prompts to user response behavior.
This model links short-cycle completions to milestone-level progress, helping users maintain visible forward movement on long-horizon goals without waiting for infrequent major checkpoints.