NLP Jobs

I need a detailed guide on how to integrate a CI/CD process into our codebase to automatically retrain a machine learning model when new data comes in. The goal is to have a streamlined, automated process that can be set up within 2-3 days. Key requirements and expectations for the project include: - Guide on setting up CI/CD pipeline: The main focus is to utilize Docker and HuggingFace space for CI/CD implementation. I need a clear step-by-step explanation, with code snippets, of how to set up this pipeline. - Code Snippet for Retraining: The most critical part of the project is to provide a Python code snippet that will retrain the model when new data is introduced. - No model training: It's important to note that I am not asking for the training of a new model. The aim here is to...

I'm in need of an original NLP model that can match the performance of XLNet but with a unique approach. The project is intended to be utilized as part of my BTech project. Key Project Elements: - The NLP model should be tailored for social media data from Twitter, Facebook, and Instagram. - It should be designed to tackle sentiment analysis, text classification, and named entity recognition tasks, similar to XLNet. - The model must be unique in its approach and not a reiteration of XLNet or any existing model. Ideal Freelancer: - Proven experience in creating NLP models from scratch - Extensive knowledge of XLNet and other advanced NLP models - Familiarity with social media data processing - Strong background in sentiment analysis, text classification, and named entity recognitio...

As part of my btech project, I'm seeking a talented Natural Language Processing (NLP) expert, ideally with strong background in XLNet or similar models, to help me develop a performance-enhanced version of XLNet. Our goal is to employ this model for text classification, specifically focusing on sentiment analysis. Key Job Requirements: - Expertise in NLP and familiarity with XLNet - Strong understanding of text classification techniques - Competency in sentiment analysis The final model must exhibit: - Enhanced performance attributes similar to XLNet - Improved accuracy over its predecessors - Better compatibility with existing systems This innovative model will serve the core purpose of effective sentiment analysis through text classification based on user sentiment. Please ensur...

Descripción: El objetivo principal de este proyecto es diseñar, desarrollar e implementar un totem virtual interactivo que ofrezca una experiencia de usuario única y personalizada mediante la integración de un asistente virtual inteligente para usar en pantallas o tablet. El totem virtual estará destinado a ser utilizado en entornos comerciales, como tiendas minoristas, centros comerciales, hospitales, aeropuertos, entre otros, con el fin de brindar información, asistencia y entretenimiento a los usuarios de manera intuitiva y eficaz. También se tendrá que poder personalizar preguntas y respuestas Características Principales: Interfaz de Usuario Intuitiva: El totem virtual contará con una interfaz de usuario mo...

I'm looking to develop a user-friendly platform that leverages machine learning for CV analysis and ranking. Key Components: - **CV Submission**: The platform should allow users to easily upload CVs in either PDF or DOCX format. A straightforward and intuitive UI will be crucial for user adoption. - **AI Algorithm**: The heart of the platform will be the machine learning algorithm. The ideal freelancer should have a strong background in machine learning and experience with natural language processing. They will be responsible for developing the algorithm that will assess the CVs based on the criteria provided and rank them. Key Criteria for CV Ranking: - **Relevant Work Experience**: The algorithm should be able to identify and weigh different levels of experience, giving preferenc...