Popular GitHub Repositories for Proof Of Concept

This was my Master's project where i was involved using a dataset from Wireless Sensor Data Mining Lab (WISDM) to build a machine learning model to predict basic human activities using a smartphone accelerometer, Using Tensorflow framework, recurrent neural nets and multiple stacks of Long-short-term memory units(LSTM) for building a deep network. After the model was trained, it was saved and exported to an android application and the predictions were made using the model and the interface to speak out the results using text-to-speech API.

This repo provides Generative AI and AI/ML code samples, blueprints (end-to-end solutions) and proof of concepts oriented to the LATAM market

PoC to detect and track parts under a car's hood, with ARKit + Vision + CreateML + RealityKit.

? A tool for creating & running basic ACT-R models on multiple implementations using a single declarative file format

:chart_with_upwards_trend: Find first derivatives of functions automagically

Let your bot live their own life

AutoCortext web app: a RAG AI tool for document processing

Unity components of SymOntoClay Engine. SymOntoClay Engine is a hybrid language with logic programming and fuzzy logic for defining game characters behavior.

An experimental universal intelligence

This is the Demo APP for the Final Year Project of Pranav Krishnakumar. It is a Meal Planner using Agentic RAG powered by Qwen2.5 Coder 32B, Qdrant Vector Database, Mem0 Chat Memory and Smolagents library for the AI Agent

Quickly create a Proof of Concept for your Chatbot

A very simple implementation of the back-propagation algorithm for neural networks training, written in python, from scratch (no-frameworks)

An AI-generated proof-of-concept RAG support client created entirely through prompting ChatGPT and Claude, demonstrating that modern AI enables application development without coding expertise. The code was generated, tested, and assembled through copy-paste, making AI application development accessible to everyone.

PoC for the acceleration of the core Math functions in Llama2.c to run on GPUs with Shared Memory