Natnael Bekele's repositories
AlgoCertify-dApp-NFT
AlgoCertify is a certification platform harnessing the power of Web3 technologies. Built on the secure Algorand Blockchain, it issues and verifies Non-Fungible Token (NFT) certificates, providing an upgraded alternative to static PDFs.
RAG-Chatbot-LangChain
The project focuses on developing an application that revolutionizes prompt engineering for Language Models (LLMs) like GPT-3.5 and GPT-4. By automating and optimizing the process, the application enables businesses to generate effective prompts, create diverse test cases, and evaluate and rank prompts for improved outcomes.
Amharic-RAG-Ad-Builder
Amharic RAG Ad Builder is an open-source project delivering a powerful Amharic RAG pipeline. Tailored for Telegram channels, it uses advanced Language Models to craft captivating and contextually relevant Amharic text advertisements. Revolutionize your advertising strategy with our cutting-edge solution designed for the Ethiopian market.
Data-Warehouse
Codebase for an AI startup's traffic analytics project. Utilizes Airflow, dbt, PostgreSQL, and Redash for scalable data warehouse setup. Designed to enhance city traffic flow using data from swarm UAVs.
Ethereum-based-Logistics-dApp
Automates driver payments via GPS compliance in delivery zones. Integrates Web3 for transparent, secure transactions, boosting logistics efficiency.
Redash-chatbot-add-on
Redash dashboard with a chatbot feature that enables data analysis using natural language processing (NLP).
Hate-Speech-Detection-in-Amharic-Language
A machine learning project to develop a model that can detect hate speech in Amharic language using the multilingual BERT (mBERT) model.
Contract-Advisor-RAG
This project aims to develop an autonomous contract bot. It focuses on building, evaluating, and refining a RAG system for Contract Q&A, enabling independent contract drafting, review, and negotiation.
ChatGPT-Conversation-Exporter
he extension allows users to export their conversations to a designated email, download and extract the JSON files, and preview and share selected conversations through Slack and Telegram. This open-source project is designed to save time and simplify collaboration among ChatGPT users.
Eskalate-Internship-documentation
Welcome to Eskalate's Internship Program Documentation Repository! This repository provides learning path materials, evaluation forms, and tracking sheets to guide software development interns. It serves as a template for future seasons, ensuring a high-quality experience for interns.
news-site-rpa-bot
This Python script automates the extraction of news articles. It uses Robocorp and Selenium to scrape news websites with ease. You can adjust search settings to find specific news items. The script is designed to handle errors gracefully, with clean and understandable code, and includes logging for smooth RPA development
Semantic-Image-and-Text-Alignment
Utilizing image-to-text generating machine learning models, the project automates the creation of visually engaging storyboards from ad descriptions. The repo includes data analysis, asset generation, composition, and storyboard construction.
TimeLeet
TimeLeet is a Chrome extension to track students' time spent on Leetcode problems. Extracts data from Leetcode and presents it in an easy-to-read format.