Building cool products!

Soham Ratnaparkhi  • Peerlist

Eliminate redundant work and protect your systems from thundering herds with intelligent request coalescing.A Python implementation of request deduplication inspired by Go's singleflight pattern, improved with Python-first ergonomics. When multiple concurrent requests ask for the same resource, only one does the actual work—everyone else gets the same result instantly.<h3>✨ Key Features</h3><ul><li>🚀 92.6x faster - Eliminate redundant database queries</li><li>🔒 Thread-safe &amp; async-safe - Works with asyncio, threads, and multiprocessing</li><li>🎯 Zero dependencies - Built on Python standard library only</li><li>🧠 Smart auto-keying - Automatic deduplication based on function + arguments</li><li>📊 Built-in monitoring - Track hit rates, errors, and performance metrics</li><li>🏛️ Production-ready - Battle-tested patterns from high-scale systems</li></ul>Get up and running in under 2 minutes. Choose async (recommended for modern apps) or sync (for legacy/threaded code). Perfect for database queries, external API calls, cache warming, and expensive computations with identical inputs.

Shared-Call-py

BlogX is a hybrid social media platform that gives its user's choice to upload their data either on centralized server of BlogX or on a decentralized network. Uploading data on blockchain improves transparency and encourages free speech since data present on blockchain can't be changed at all. BlogX also works on satisfying the user's data privacy concerns, since we do not store any data of the users and everything is linked to the wallet address only

Blog-X

This project helps detect Brain Tumors using Convolutional Neural Networks. I developed 2 CNN models - one with an accuracy around of 97% while the other with 98.5%.

Brain Tumor Detection using CNN

Deca-Org is the one-stop destination to take your organisation's day-to-day operations to Filecoin with provable data storage, Cross-Chain bridge, SBT issuance, Video conferencing, live streaming, and much more. Deca-Org is powered by F(E)VM and made for the filecoin ecosystem.

Deca-Org

This tool can be used to translate audio as well as text into 106 different languages.
This is a project created for revolutionizing Online Education by trying to eradicate the problem of language barrier which was a major issue a part of online learners.
Its backend is built on Flask.

Transliterate

This Voice Assistant has been coded using Python. It can do the following: -
> Speak Text entered by User.
> Search anything on Google.
> Search anything on Wikipedia.
> Read an MS Word(docx) document.
> Read a book(PDF). This feature makes the voice assistant an audio-book maker
> It can be used as a Dictator to convert speech to text.