Develop AI-Powered Content Analysis Algorithms

Volunteering

Overview

Develop AI algorithms for digitizing and analyzing documents.

You have:

• Proficiency in machine learning libraries (such as TensorFlow, PyTorch, etc.) and programming languages like Python
• Experience in natural language processing (NLP), OCR, and machine learning deployment
• Strong understanding of data preprocessing, feature engineering and model evaluation
• Ability to collaborate effectively in a cross-functional team environment
• Problem-solving skills to address challenges in AI model implementation

Contract

This is a UNV contract. More about UNV contracts.

We are seeking a team of volunteers to develop a Minimum Viable Product (MVP) platform that focuses on digitizing hard copy documents and leveraging AI for content analysis. The platform aims to present digitized content in a user-friendly format to facilitate efficient decision-making processes.

Spearhead the AI analysis aspect of the platform by: • Developing and deploying AI algorithms for text recognition, data extraction, and content categorization, to derive actionable insights from the digitized content. • Optimizing machine learning models for accuracy and efficiency in document analysis • Selecting appropriate datasets and picking appropriate data representation methods • Performing statistical analysis • Running machine learning tests • Collaborating with software developers for seamless integration of AI functionalities • Iterating on algorithms based on feedback and performance evaluation to improve the model

• Proficiency in machine learning libraries (such as TensorFlow, PyTorch, etc.) and programming languages like Python • Experience in natural language processing (NLP), OCR, and machine learning deployment • Strong understanding of data preprocessing, feature engineering and model evaluation • Ability to collaborate effectively in a cross-functional team environment • Problem-solving skills to address challenges in AI model implementation

Apply now

Added 2 years ago - Updated 1 year ago - Source: unv.org