Role Nest/Study Pods

Peer Study Pods & Mock Interviews

Join focused cohorts of genuine engineering students learning curated free roadmaps and practicing real STAR technical interviews together.

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Guest Preview Mode: You can browse cohort roadmaps and interview questions. Sign in with GitHub or Google to join a pod, chat with peers, and access the Role Nest Cohort Bot.
100% Free Peer Learning • Zero Paywalls: No paid cohort fees. Connect with real campus peers and practice turn-based technical mock interviews moderated by the Role Nest Cohort Bot.
AI & MLStack: PyTorch

AI & LLM Systems Pod

1 / 8
7 seats open

Collaborative cohort following Andrej Karpathy and Fast.ai roadmaps. We build fine-tuned small LLMs and RAG pipelines.

Current Milestone:Phase 3

Transformers & Attention Mechanism Deep Dive

Tuesdays & Saturdays at 7:30 PM IST
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Web DevelopmentStack: Next.js

Full-Stack TypeScript & Next.js Pod

1 / 8
7 seats open

Building production web apps with Next.js 15, PostgreSQL, and Drizzle ORM. Focus on clean architecture and zero-egress deployments.

Current Milestone:Phase 2

Relational Schemas, ACID Transactions & Drizzle ORM

Mondays & Thursdays at 8:00 PM IST
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Role Nest Cohort Bot (Active)
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Data ScienceStack: SQL

Data Science & Applied Analytics Pod

1 / 6
5 seats open

Deep dive into statistical inference, SQL window functions, exploratory data analysis with Pandas, and scikit-learn models.

Current Milestone:Phase 2

Advanced SQL: CTEs, Window Functions & Joins

Wednesdays & Sundays at 6:30 PM IST
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MobileStack: React Native

Mobile App Developers (React Native & Expo) Pod

1 / 8
7 seats open

Cross-platform mobile development with Expo SDK 52, offline-first SQLite synchronization, and native device APIs.

Current Milestone:Phase 2

Navigation Hierarchies, Gesture Handlers & Device Storage

Wednesdays & Fridays at 7:00 PM IST
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Role Nest Cohort Bot (Active)
Open Room