Ventures
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DeepWork AI
DeepWork AI is the execution engine that keeps students and operators in flow. Sprint rooms, Deep Calendar integration, and reflective loops turn Cal Newport’s deep work rules into daily reps.
- Live sprint rooms with accountability nudges and webcam-assisted focus scoring.
- Deep Calendar handles weekly depth blocks, rituals, and end-of-day shutdown journals.
- Analytics, streaks, and reviews that show exactly how momentum compounds.
DeepWork AI
Intelligent coaching system that keeps your attention laser-sharp. Watch the technical deep dive, see the real-world story, or jump straight into a sprint—everything lives here.
DeepWork AI: Intelligent Focus Engine
Final year intelligent computing project that tackles attention collapse head-on. This talk walks through the core problems, the Deep Lens Engine setup, and how the platform keeps users in deep focus.
- Why it mattersAttention spans collapsed from 150 seconds in 2004 to 47 seconds today. Notifications, feeds, and endless content hijack our ability to go deep.
- What DeepWork AI doesTurns Cal Newport’s deep work principles into a tangible system—rituals, Pomodoro sprints, and real-time nudges that make focus effortless.
- Three core modulesGoal management to set intent, execution with webcam-powered focus scoring, and analytics to review trends and reflections.
- System architectureNext.js + Framer Motion UI, Flask backend, Neon Postgres via Drizzle ORM, and the Deep Lens Engine using OpenCV + YOLOv11 for distraction detection.
- Impact & potentialKeeps students and professionals accountable, scales to classrooms and teams, and slots into edtech/productivity ecosystems.
Why DeepWork AI?
If your calendar is loud and your attention is scattered, DeepWork AI turns ship-mode into a game you can win daily. It acts like a personal coach—helping you set the right targets, stay in flow, and celebrate the reps that matter.
Real-time prompts, webcam-assisted focus scoring, and reflective summaries mean every session follows Cal Newport’s deep work rules: embrace boredom, ritualise focus, and be ruthless with distractions.