https://github.com/moashour93/constructionai
This repository contains projects developed to showcase how to apply Generative AI and open-source LLMs in the construction industry
https://github.com/moashour93/constructionai
ai chatbot construction genai llama3-1 ml open-webui
Last synced: 8 months ago
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This repository contains projects developed to showcase how to apply Generative AI and open-source LLMs in the construction industry
- Host: GitHub
- URL: https://github.com/moashour93/constructionai
- Owner: MoAshour93
- Created: 2024-02-10T15:45:08.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-10-29T10:28:06.000Z (12 months ago)
- Last Synced: 2024-12-24T15:35:40.482Z (10 months ago)
- Topics: ai, chatbot, construction, genai, llama3-1, ml, open-webui
- Language: Jupyter Notebook
- Homepage: https://www.apcmasterypath.co.uk
- Size: 1.13 GB
- Stars: 5
- Watchers: 1
- Forks: 1
- Open Issues: 1
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Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# 👷♂️ ConstructionAI – AI Innovation in Construction 🚀
Welcome! I’m Mohamed Ashour, a Chartered Quantity Surveyor deeply passionate about applying **Data Analytics** and **Artificial Intelligence** to the construction industry. Here, you’ll find a collection of cutting-edge AI initiatives, each aiming to redefine how we approach construction and project management. My work explores the powerful synergy between **construction expertise** and **machine learning**—turning concepts into scalable, production-ready solutions.
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## 🌐 Let’s Connect!
- **Website**: [www.apcmasterypath.co.uk](https://www.apcmasterypath.co.uk)
- **APC Mastery Path Blog**: [All Blog Posts](https://www.apcmasterypath.co.uk/blog-list)
- **LinkedIn**: [Personal LinkedIn](https://www.linkedin.com/in/mohamed-ashour-0727/) | [APC Mastery Path LinkedIn](https://www.linkedin.com/company/apc-mastery-path)
- **YouTube Channel**: [APC Mastery Path on YouTube](https://www.youtube.com/@APCMasteryPath)
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## 📌 My Focus Areas
- **Data Analytics for Construction**: Transforming raw data into actionable insights.
- **Machine Learning & AI Integration**: Developing algorithms tailored for construction applications.
- **Optimization & Scalability**: Ensuring AI solutions are not just innovative but production-ready.
- **Open-Source Large Language Models**: Exploring and expanding the boundaries of LLMs in construction.
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## 🛠️ Featured Projects
### 1. **📈 RAG Chatbot Development**
- Leveraging Retrieval-Augmented Generation (RAG) techniques to create intelligent, contextually aware chatbots.
- **Key Focus**: Enhancing user interaction in construction management software.
### 2. **🧠 Finetuning Large Language Models (LLMs)**
- Customizing open-source LLMs to handle construction-specific language and queries.
- **Scalability**: Deploying these models on a large scale for robust field applicability.
### 3. **🌐 Crawl4AI - Web Scraping Framework**
- A comprehensive web scraping tool built with Streamlit to gather essential construction data.
- **Showcased in**: [YouTube Video](https://www.youtube.com/@APCMasteryPath) (explaining the code, components, and deployment details)
### 4. **🎙️ Podcast Creation with AI**
- Combining NLP and audio processing to automate podcast production on industry topics.
- **Outcome**: Increasing outreach and education on AI in construction.
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## 🌟 Why Follow My Work?
I’m committed to bridging the gap between traditional construction methods and modern AI. Each project is an opportunity to push boundaries, learn something new, and contribute to a more efficient, intelligent construction future. My mission is to make AI accessible, impactful, and production-ready for real-world challenges.
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## 📌 Want to Know More?
Explore my projects, share your feedback, or collaborate! AI has the potential to revolutionize construction, and we’re just scratching the surface. Whether you’re a fellow AI enthusiast, a construction professional, or simply curious, I invite you to join the journey.
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