sinanazeri Goto Github PK

advanced-rag

ai-form-autofiller

AI that forms all your forms (taxes in this example) by having your docuements

audio_transcription_app_version_2

A simple audio transcription app with Gradio and Whisper

author-workbench-knowledgebase

Knowledge base for Author Workbench made with docusaurus.io

build_chatbot_for_your_data-completed

completed version

build_chatbot_for_your_data-design-

the design element for basic chatbot

build_own_chatbot_without_open_ai

classification-with-pre-trained-transformers

clustering-with-llm

A customer segmentation project can be approached in multiple ways. In this repository, we will explore advanced techniques for defining clusters and analyzing the results.

colabs-projects

complete-mlops-bootcamp

A Hands on Guide on MLOps Practices to take your model from Laptop to Production. Created by the Author - Nachiketh Murthy

creating-webmd-ai-using-fine-tuning-falcon7b

customer-survival-analysis-and-churn-prediction

In this project, I have utilized survival analysis models to see how the likelihood of the customer churn changes over time and to calculate customer LTV. I have also implemented the Random Forest model to predict if a customer is going to churn and deployed a model using the flask web app.

embeddable-ai-voice-ordering

Implement embeddable AI on a pizza ordering app

extracting-data-with-llm

AI Projects

financial_insight

FinSight - Financial Insights at Your Fingertip: FinSight is a cutting-edge AI assistant tailored for portfolio managers, investors, and finance enthusiasts. It streamlines the process of gaining crucial insights and summaries about a company in a user-friendly manner.

fine-tuning-llm-collection-

Fine-tuning LLM (collection)

gitvideo

learning git from youtube git for dummies

ibm_watsonx_instructions

how to use IBM watsonx.ai API

instacart-market-basket-analysis

The objective of this project is to analyze the 3 million grocery orders from more than 200,000 Instacart users and predict which previously purchased item will be in user's next order. Customer segmentation and affinity analysis are done to study customer purchase patterns and for better product marketing and cross-selling.

intro_to_llm_agents

Simple introduction to LLM Agents

knowledge_graph

Convert any text to a graph of knowledge. This can be used for Graph Augmented Generation or Knowledge Graph based QnA

langchain_composibility

⚡ Building applications with LLMs through composability ⚡

llama2rag

A working example of RAG using LLama 2 70b and Llama Index

llm_colab

machine-learning

Practical Full-Stack Machine Learning

neural-networks-zero-to-hero---with-andrej-karpathy

Andrej Karpathy full course overview with short description of what is done in each video

optimize-hyperparameters

portfolio

This Portfolio is a compilation of all the Data Science and Data Analysis projects I have done for academic, self-learning and hobby purposes. This portfolio is updated on the regular basis.

portfolio.ca

My portfolio