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automation

chatbot_nlp

NLP exercise with tkinter front-end

django_channels

another websockets and asychronous programming project

django_project

Devsearch website with Django channels/websockets/postgresdb/API and frontend/app written in JS to query the API

ffnn_build

Project demonstrating how to build a simple Feed Forward Neural Network using australian weather data for a binary prediction. Activator functions and Optimizer functions coded for didactic purposes

gradient_descent

groq_deepgram_agent

STT-LLM-TTS (websockets/asynchronous) Agent using Deepgram and Groq LPU's and Bert for Vector Embeddings and Simiarity search for RAG context management

image_processor

Zephyr-7B and paddleOCR image processor

k-means-clustering

This project does 3 k-means clustering analysis on SP500 companies. Custom KMeans class. Concurreny for multithreaded io/requests.

knn

KNN class derivation and implementation

pca

Construction of PCA class from scratch and 3 implementations of PCA.

sqlalchemy_and_sql_scripts

stock_screener

OOP stock analyser and filter with AI modelling, daily indicators, news aggregator with sentiment analysis,multithreaded IO and streamlit frontend

voice_assistant

voice_assistant