Ideas brewing in my mind

Labs

A collection of project ideas I'm excited about. Some might become reality, others remain as creative exercises.

01

ArchSelect AI

Automated ML platform for neural architecture recommendation using NAS with NNI framework and meta-learning on historical model data. Takes dataset specs (modality, dimensions, task) and constraints (GPU memory, latency targets) to generate optimized architectures with deployment code, hyperparameter configs, and FLOPs/parameter estimates.

Neural Architecture Search,NNI Framework,Knowledge Distillation,Meta-Learning,Multi-objective Optimization
02

DistribML

Distributed ML training platform supporting PyTorch and TensorFlow with data/model parallelism and gradient compression. Features fault-tolerant training, automatic hyperparameter tuning, and GPU cluster management for datasets up to 100TB with real-time monitoring and checkpointing.

Distributed Training,GPU Orchestration,Fault Tolerance,Hyperparameter Optimization
03

First Issue

The ultimate launchpad for open source beginners. Aggregates "good first issue" labels from GitHub, filter by language, project popularity, and estimated time. Track your contribution streak with achievement badges.

API Aggregation,Caching,Search & Filters
04

StudySync

Virtual study rooms that make remote studying feel social. Join public rooms or create private ones with synchronized pomodoro timers, lo-fi ambient sounds, and video presence. Compete on weekly focus leaderboards.

WebRTC,Real-time Sync,Gamification
05

SystemDesign.fyi

Interactive system design learning platform. Drag-and-drop architecture diagrams, real-world case studies of Instagram, Uber, WhatsApp. Practice designing scalable systems with guided exercises and quizzes.

Diagram Editor,Case Studies,Interactive Quizzes
06

Type.run

Typing speed trainer built for programmers. Practice with real code snippets instead of random text. Language-specific tests for Python, JavaScript, Go. Track WPM, accuracy, and compete on leaderboards.

Keyboard Events,Syntax Highlighting,Leaderboards
07

Readme.so

Drag-and-drop README generator for developers. Pick sections like badges, installation, API docs, contributing guide — rearrange them visually and export clean Markdown instantly.

Drag & Drop,Markdown Generation,Templates
08

DearDiary

A beautifully designed shared journal for couples. Write daily gratitude notes, exchange love letters, and capture moments with photos. Features mood tracking and memory prompts on anniversaries.

Mobile App,Real-time Sync,Push Notifications
09

LoveMap

An interactive world map where couples can pin every place they have visited together — from first dates to dream vacations. Each pin holds photos, notes, and memories with a timeline view.

Interactive Maps,Geolocation,Cloud Storage

Have an idea to discuss? Let's talk

Design & Developed by Shivratan Choudhary
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