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Create AI-Powered Chatbot for User Interaction and Content Delivery
Task description
Create an AI-powered chatbot integral to our decision support platform by:
- Designing and developing a conversational AI-powered chatbot to interact with users.
- Integrating the chatbot seamlessly into the platform to deliver analyzed content and assist users in accessing relevant data
- Implementing natural language understanding (NLU) and generation (NLG) for effective communication and content delivery.
- Ensuring the chatbot’s scalability, performance, and responsiveness to user queries
- Collaborating with the development team to integrate the chatbot’s functionalities into the user interface
Requirements
Required experience
- Proficiency in chatbot development frameworks/tools (e.g., Dialogflow, Rasa, Microsoft Bot Framework).
- Experience in natural language processing (NLP) and machine learning for chatbot conversation handling
- Strong understanding of AI-driven chatbot architectures and methodologies
- Ability to integrate chatbot functionalities into existing software applications
- Problem-solving skills to address challenges in user interaction and content delivery through the chatbot
Languages
- English, Level: Fluent, Required
Build Robust Document Digitization Framework
Task description
We are looking for a volunteer software developer to be a key contributor in building the foundation of our document digitization and AI analysis platform. Your responsibilities will include:
- Developing a robust digitization framework to convert hard copy documents into digital format, ensuring accuracy and integrity of data during the digitization process.
- Implementing backend functionalities to support AI-driven content analysis and data extraction
- Collaborating with the AI/ML team for seamless integration of analysis algorithms
- Ensuring data integrity, security, and scalability of the platform
Requirements
Required experience
- Proficiency in programming languages like Python, Java, or similar for backend development
- Experience in building systems for data conversion and handling large datasets
- Knowledge of APIs and integration methodologies for AI algorithm integration
- Familiarity with database management and storage systems
- Strong problem-solving skills and ability to work in a collaborative team environment
Languages
- English, Level: Fluent, Required
Develop AI-Powered Content Analysis Algorithms
Task description
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
Requirements
Required experience
- 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
Languages
- English, Level: Fluent, Required
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