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Emmanuel AKinwale's Projects

census-bureau-project icon census-bureau-project

In this project, I will apply the skills you have acquired in my MLops nanodegree to develop a classification model on publicly available Census Bureau data. I will also create unit tests to monitor the model performance on various slices of the data. Finally, I will deploy your model using the FastAPI package and create API tests. Both the slice-validation and the API tests will be incorporated into a CI/CD framework using GitHub Actions.

customer_churn_project icon customer_churn_project

In this project, you will implement your learnings to identify credit card customers that are most likely to churn. The completed project will include a Python package for a machine learning project that follows coding (PEP8) and engineering best practices for implementing software (modular, documented, and tested). The package will also have the flexibility of being run interactively or from the command-line interface (CLI).

developer icon developer

with 100k context windows on the way, it's now feasible for every dev to have their own smol developer

email-account-creator-for-cpanel icon email-account-creator-for-cpanel

This script creates email accounts on cpanel just like you register for an email address on a free email company. In combination with a webmail script you can start your own free email company.

emma icon emma

Starter App to Build Your Own App to Query Doc Collections with Large Language Models (LLMs) using LlamaIndex, Langchain, OpenAI and more (MIT Licensed)

emmanuel_sideprojects icon emmanuel_sideprojects

This is the repository for the custom application created using ML and CV with code from scratch to production-ready

it_sample icon it_sample

This project aims to develop a Python program that utilizes agents and tools to effectively analyze system errors, generate solution guidance, and improve troubleshooting processes.

ml_cv_model_quality_pokayoke icon ml_cv_model_quality_pokayoke

This is a repository for custom projects specific to my workflow by building predictive/regression and computer vision models that can be used for production (manufacturing) for quality assurance. This is focus on changing from legacy method of hand engineered CV and other applications to using deep learning to identify and minimize defects, and improve/preserve the require level of process monitor by using automation with combination of big Data and the appropriate learning architecture.

nyc_airbnb_with_streamlit icon nyc_airbnb_with_streamlit

This is a project or my Udacity MLops Nano Degree which is to build a reproducible production ready prdictive model.

spaxblox_knowledgebase icon spaxblox_knowledgebase

Private Q&A and summarization of documents+images or chat with local GPT, 100% private, Apache 2.0. Supports LLaMa2, llama.cpp, and more. Demo: https://gpt.h2o.ai/

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