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shubham0204/README.md

Shubham Panchal

Website LinkedIn Medium Blogpost StackExchange
Reddit Bluesky Peerlist

Projects

On-Device ML

Other Projects

Project Description
evolution-sim Simulates the evolution of an individual within a population, inspired by Veritasium's video on the 'Selfish Gene'.
Postgres-Client This project aims to demonstrate how drivers (types 1-4) communicate with a Postgres DB server to execute queries and display their results. The client communicates with a Postgres DB without using a JDBC/ODBC driver.
guided-generation.java Generating Java Data Structures With LLMs Like Apple's Foundation Models Framework
glove.c Hashtable with open hashing / closed addressing for storing embeddings
tfidf-summarizer.rs Simple, efficient and cross-platform TF-IDF based text summarizer in Rust
postagger.rs NLTK-inspired Parts-of-Speech Tagger (Perceptron Tagger) in Rust
pq.rs Pure Rust implementation of Product Quantization for Approximate Nearest Neighbor Search
full-text-search Inverted Index implementation
text-predictor-android Next-word prediction and auto-complete for Android (powered by Rust)
diff-tool.rs Longest Common Subsequence implementation using backtracking
google-search-kotlin Get Google Search results programmatically in Kotlin
Simple_Document_Scanner_Android Document Scanner for Android
HireMate Backend Recruiting / shortlisting CVs using OpenAI API (FastAPI)
blogpost-backend Backend for Blogpost (FastAPI)
INC-DBMS-Project Ktor-based backend for INC-DBMS-Project
WASM-JS-Algorithms Implementations of various algorithms in WebAssembly and vanilla JavaScript

Blogs

Series - Everything You Need To Know

Contributions In Other Repos

Google Colab Notebooks - Tutorials

Project Spotlights

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  1. SmolChat-Android SmolChat-Android Public

    Running any GGUF SLMs/LLMs locally, on-device in Android

    Kotlin 599 87

  2. FaceRecognition_With_FaceNet_Android FaceRecognition_With_FaceNet_Android Public

    Face Recognition using the FaceNet model and MLKit on Android.

    Kotlin 322 100

  3. OnDevice-RAG-Android OnDevice-RAG-Android Public

    A custom RAG pipeline for multi-document QA from PDF/DOCX documents, in Android

    Kotlin 152 20

  4. OnDevice-Face-Recognition-Android OnDevice-Face-Recognition-Android Public

    On-device customizable face recognition in Android with FaceNet and an embedded vector database

    Kotlin 133 35

  5. Depth-Anything-Android Depth-Anything-Android Public

    An Android app running inference on Depth-Anything and Depth-Anything-V2

    Kotlin 69 11

  6. Sentence-Embeddings-Android Sentence-Embeddings-Android Public

    Embeddings from sentence-transformers in Android! Supports all-MiniLM-L6-V2, bge-small-en, snowflake-arctic, model2vec models and more

    Kotlin 61 9