Overview

Are you ready to unlock the potential of AI in document processing?

The AI-Powered Document Insights and Data Extraction Externship is designed for students eager to explore the transformative role of AI in industries like finance and real estate. This hands-on program offers a gateway into advanced AI techniques, equipping participants with the skills to classify, analyze, and extract data from unstructured mortgage documents using cutting-edge technologies.

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During This Externship, You’ll Develop a Range of Skills, Including:

• Classify Mortgage Documents: Identify and categorize various document types using AI tools and techniques.
• Extract Valuable Data: Use Python and AI models to pull critical information from unstructured mortgage documents, such as salaries, dates, and account numbers.
• Analyze AI Model Performance: Evaluate open-source AI models for document classification and data extraction, identifying the best tools for real-world applications.‍
• Master NLP and Computer Vision: Gain hands-on experience with tools like DocLLM, LangChain, and LayoutLM to analyze and classify mortgage documents.‍
• Experiment with Open-Source Models: Benchmark the effectiveness of various AI models, comparing their strengths, limitations, and suitability for the mortgage industry.‍
• Deliver Actionable Insights: Develop and present recommendations for optimizing document processing workflows, leveraging the most effective AI tools.

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What’s Waiting for You:

• Hands-On Experience: Work on real-world projects, applying AI technologies to solve complex document processing challenges.
• A Competitive Edge: Enhance your resume with sought-after technical skills, preparing you for roles in AI development, data science, and beyond.
• Professional Network: Collaborate with industry professionals and peers, building connections that will support your career growth.
• Flexible Learning: Dedicate just 5-10 hours per week over 6 weeks, balancing the program with your existing commitments.

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This Could Be the Perfect Externship for You If:

• You are a student passionate about exploring the intersection of AI and document processing.
• You have an intermediate understanding of Python and familiarity with libraries like Pandas and NumPy.
• You have some exposure to machine learning concepts, particularly related to document classification or NLP.
• You have basic knowledge of AI models, with the ability to deploy and fine-tune models.
• You are familiar with Google Colab for code execution.
• You seek a flexible program that fits alongside your studies or work commitments.
• You are eager to build a portfolio of AI-driven projects that demonstrate your technical expertise.

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