Hacktoberfest Hack Day Abeokuta x Build54 Africa Foundation
Hacktoberfest 2026 × Build54 Africa Foundation brings together Africa’s builders, developers, and tech enthusiasts to collaborate, create innovative solutions, and contribute to the open-source ecosystem. Join us for a day of hands-on building, learning, teamwork, and community as we turn ideas into impactful technology.
Bloom
About the project
📊 Data Analysis Harness for Businesses
A professional, open-weight AI-powered framework for real-time business data analysis using natural language.
🚀 Overview
The Data Analysis Harness transforms complex business data into strategic insights. Instead of writing manual SQL queries or building rigid dashboards, you can ask your data questions in plain English and receive structured executive analysis, predictive outlooks, and visualization suggestions.
Key Features
- Natural Language to Query: Uses Llama 3 (open-weight) to translate business questions into optimized SQL or API requests.
- Model Agnostic: Built with a provider abstraction layer—swap between Ollama, vLLM, or cloud providers seamlessly.
- Multi-Source Connectivity: Supports PostgreSQL, MySQL, MongoDB, and REST APIs.
- Strategic Output: Delivers more than just numbers; provides Executive Summaries, Predictive Outlooks, and Recommended Actions.
Built with
gemma
Prize Categories Entered
- Submitted
Best Use of Gemma 4
