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Ibad Soleja 's Projects

autoencoder_unet icon autoencoder_unet

The combination of AutoEncoders and UNET provides a powerful solution for identifying anomalies in medical images, making it a valuable tool for healthcare professionals.

churn_xgboost icon churn_xgboost

predicting customer churn using the XGBoost algorithm. Customer churn, or attrition, is a critical metric for businesses as it impacts revenue and long-term growth. ThiThis Project demonstrates how machine learning can be employed to identify potential churn risks

cr_llm_langchain_embeddings icon cr_llm_langchain_embeddings

A knowledge base GPT using Google's GPT PaLM model and HuggingFace InstructorEmbeddings to localize responses on customer query prompts HUBE Chatbot: Advanced Customer Interaction Solution

cython_implementation icon cython_implementation

Welcome to the Dynamic String Analysis Toolkit, where advanced string manipulation isn't just a feature—it's an art. This project delves deep into the realm of textual data, offering robust and efficient tools to handle complex string processing tasks.

live_translator icon live_translator

Python application designed to revolutionize communication in multilingual environments. This tool bridges language gaps in real time, making it an invaluable asset for meetings

llm_palm icon llm_palm

Knowledge base GPT using Google's GPT PaLM model and HuggingFace InstructorEmbeddings to localize responses on customer query prompts

seo_enhancer icon seo_enhancer

This Python script demonstrates keyword extraction using Natural L(NLP) techniques. It utilizes NLTK for tokenization, stop word removal, and n-gram generation. It also employs the SentenceTransformer library for computing cosine similarity between a query and keywords. The DuckDuckGo Instant Answer API is used to retrieve relevant text data.

shopifyllm icon shopifyllm

Google's PaLM (Pathways Language Model) with Shopify's API to create a sophisticated Language Model (LLM) capable of providing real-time product information.

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