KevKibe

African-Whisper

🚀 Framework for seamless fine-tuning of Whisper model on a multi-lingual dataset and deployment to prod.

docindex

⚡️Framework for fast persistent storage of multiple document embeddings and metadata into Pinecone for production-level RAG.

memvectordb-python-sdk

memvectorDB python SDK.

memvectordb

⚡️Lightning fast in-memory VectorDB written in rust🦀

KevKibe

Leetcode-Solutions

Solutions to problems I have solved on leetcode.

KevKibe.github.io

mnist-cpp

MNIST digit ML classification in pure C++.

Automated-Serverless-App-Uptime-Maintenance-with-Rust-and-GitHub-Actions

A script to keep an app I have on a free-tier serverless platform alive(not to spin down because of inactivity) by executing a GET request every 5 mins using the reqwests crate.

Cerona-HR

email-newsletter-rust

Email newsletter service written in Rust🦀.

Mail-QA

AI Agent that automates repetitive tasks in a Slack workspace.

dstack

dstack is an open-source engine for running GPU workloads. It simplifies development, training, and deployment of gen AI models on any cloud. Discord: https://discord.gg/u8SmfwPpMd

Docker-AWS-CloudWatch-Logging-Application

This application facilitates running Docker containers and streaming their logs to AWS CloudWatch. It leverages Python's Docker SDK and Boto3 library for AWS interactions.

Heart-Disease-Classification-with-Decision-Trees-using-Rust

Use of decision trees for classifying heart disease in rust.

Plant-Disease-Image-Classification-using-Pytorch-MLOPs-Pipeline

This repository contains the code implementation of an MLOps Pipeline of an image classification model used to classify images of plant leaves as healthy or diseased. The model also identifies the specific disease that a leaf is suffering from, if applicable.

Rustlings-Exercises

RealTime-Voice-Translation-using-Whisper

The application allows users to record speech, transcribe it using the Whisper ASR (Automatic Speech Recognition) model, translate the transcribed text into a selected language, and play back the translated text using the Elevenlabs TTS (Text-to-Speech) engine.

Finetuning-WhisperSmall-LoRA-Swahili

This repository features code for Swahili Automatic Speech Recognition (ASR) fine-tuning using the Whisper model on Swahili Common Voice dataset.

mail-qa-support

Deploying-Chroma-DB-on-AWS-using-CloudFormation

This project provides steps on how to deploy ChromaDB on AWS CloudFormation using a template.

Analyzing-Mpesa-Statements-using-Langchain-Pandas-Agent

This is a streamlit app for analyzing Mpesa Statements using Langchain Pandas Agent.

Solving-the-cold-start-problem

Detailed description of how to solve the cold-start problem for large scale recommendation systems.

Finetuning-Llama2-with-QLoRA

This is an implementation of fine-tuning the Llama-2 model with the QLoRA (Quantized LoRA) framework using a specific version of Llama and a particular dataset all from HuggingFace Hub.

GazeDirection-using-Mediapipe

This project is a Python program that uses the mediapipe and opencv libraries to track the Iris movement of a subject in real-time webcam video stream and calculate the gaze direction of the user.

RealTime-Gesture-Recognition-using-Mediapipe

This is a project that showcases finetuning a model and performing gesture recognition of 21 different gestures using Mediapipe from Google.

Medium-Article-Chatbot

This is an application that allows users to interact with one or many articles from Medium using conversational AI techniques. The chatbot utilizes the OpenAI GPT-3.5 model and provides answers to user queries based on the content of the Medium articles.

Predicting-Customer-Retention-for-British-Airways

Fitting a model that predicts which customer books with British Airways Airline. This will help to identify the most important features to ensure maximum user retention.

YouTube-Comments-Insights-and-Analytics

This is an application that can easily summarize your comments from specific uploaded YouTube videos and leverage natural language queries for efficient searches. Moreover, harness the power of the YouTube Analytics API v2 to extract insightful analytics data for both your individual uploaded videos and the entire channel.

Chat-based-Interactions-with-Swahili-Audio-and-Videos

This is an application that enables a chat-based conversation in English with Swahili videos/audio files using Python and deployed as a REST API using Flask containerized using Docker.