ML Study Cohort Planner & Curriculum Matcher

Cohort Configuration

Reddit Presets:

79.0 hrs

Combined Cohort Hrs/Wk

19.8 hrs

Avg Hrs/Member/Wk

Blended Moderate

Sustainable Pace Tier

24-Hour Timezone Overlap Matrix

13:30 - 15:00 UTC (19:00 - 20:30 IST / 08:30 - 10:00 EST)

Highlighted green slots indicate viable voice/screen-share windows across all timezones without disrupting typical sleep (23:00–07:00 local) or core working hours.

Adaptive Curriculum Milestone Synthesizer

10 Weeks Roadmap

Core Curriculum Track

Target Duration

Include Catch-up Buffer Weeks

Enable Pair Review Gates

Study Group Attrition & Sustainability Diagnostic

Moderate (Mitigated with Async Pair Catch-ups)

Cohort Configuration

24-Hour Timezone Overlap Matrix

Adaptive Curriculum Milestone Synthesizer

Study Group Attrition & Sustainability Diagnostic

Cohort Accountability Charter & Agreement