I'm David Burton, a Data Scientist with a knack for turning data into actionable insights. I've worked across various industries, always focusing on using data to drive smart decisions and streamline operations.

🔍 AI-Powered Research Paper Analysis Using LangChain & Vector Databases
📚 Helping researchers find high-quality citations for grant applications & studies

📝 Description:
This AI-powered tool leverages LangChain, OpenAI embeddings, and FAISS vector search to rank and retrieve the most relevant and high-quality scientific research papers for grant applications, literature reviews, and research studies.

🌟 Key Features:

• Multi-source research collection (arXiv + Semantic Scholar)
• Vector search for finding relevant papers
• LLM-powered ranking for credibility & impact
• Docker support for easy deployment

🔗 Repo Link: Research Assistant Agent

1. Fraud-Detection

   • URL: https://github.com/Burton-David/Fraud-Detection
   • Summary: This repository contains a compilation of useful code for fraud detection, including scripts for comparing algorithms, auto-tuning models, and a basic neural network implementation.

2. NLP-Natural-Language-Processing

   • URL: https://github.com/Burton-David/NLP-Natural-Language-Processing
   • Summary: This repository provides commonly used code and examples for NLP projects, covering data loading, preprocessing, feature extraction, machine learning models, and evaluation metrics.

3. ldes-data-pipeline

   • URL: https://github.com/Burton-David/ldes-data-pipeline
   • Summary: This project implements an AI-based data structuring pipeline for Long Duration Energy Storage (LDES) projects and other sectors of the climate economy, utilizing NLP techniques for data ingestion and processing.

4. datascience-projects

   • URL: https://github.com/Burton-David/datascience-projects
   • Summary: This repository serves as a portfolio from the Flatiron Data Science program, demonstrating basic understandings of data science techniques through various projects.

5. ChineseLanguageLearnNLP

   • URL: https://github.com/Burton-David/ChineseLanguageLearnNLP
   • Summary: This project focuses on data mining, natural language processing, machine learning translation, and Google Cloud integration, particularly in the context of learning the Chinese language.

• Current Projects: Enhancing lead generation and sales targeting at BTL Industries.
• Learning: Advanced machine learning techniques and AI.
• Tidbits: Passionate about continuous learning and integrating new technologies into my workflow.