Nlp statistics trabalhos

...tecnologias de inteligência artificial e processamento de linguagem natural (NLP), como OpenAI GPT, IBM Watson ou Google Dialogflow, para responder às dúvidas dos visitantes como um engenheiro de construção civil. 4. Implementação de funcionalidades de exportação de orçamentos em formatos populares, como PDF ou Excel. Habilidades e experiências necessárias: - Experiência comprovada em desenvolvimento web (front-end e back-end), utilizando tecnologias como React, Angular, Vue.js, Node.js, Python (Django, Flask) ou Ruby on Rails. - Experiência em trabalhar com bancos de dados, como PostgreSQL, MySQL ou MongoDB. - Experiência em desenvolvimento de chatbots e/ou assistentes virtuais ...

Vou aumentar o preço!! Mas Yunelsy preciso mt de ajuda em perguntas de statistics e quality!!

Preciso de um modelo NLP que atenda os seguinte requisitos. - realizar uma pesquisa na base Postgree com aplicacoes de NLP. - Adicionar as pesquisas realizadas para treinar e melhorar os resultados. - Trazer apenas conteúdo relevante a pesquisa informada - informar texto comuns encontrados nas pesquisas para criar filtro avancados

...ou não utilizar o CCXT. Não são todas as códigos que estão em que precisam ser implementandos, somente os relacionados abaixo: -------------------------- Kline/Candlestick Data (MARKET_DATA) /fapi/v1/klines Mark Price (MARKET_DATA) /fapi/v1/premiumIndex Get Funding Rate History (MARKET_DATA) /fapi/v1/fundingRate 24hr Ticker Price Change Statistics (MARKET_DATA) /fapi/v1/ticker/24hr Symbol Price Ticker (MARKET_DATA) /fapi/v1/ticker/price Get all Liquidation Orders (MARKET_DATA) /fapi/v1/allForceOrders New Order (TRADE) /fapi/v1/order (HMAC SHA256) Query Order (USER_DATA) /fapi/v1/order (HMAC SHA256) Cancel Order (TRADE) /fapi/v1/order (HMAC SHA256) Current Open Orders (USER_DATA) /fapi/v1/openOrders (HMAC SHA256) All Orders (USER_DA...

EM PORTUGUES somente!! webinar focado em demonstrar como funciona o Automation Edge e seus poderosos recursos de machine learning paea automatizar rotinas de: - leitura de email ou chatbot (NLP) e abertura de chamados categorizados em qualquer itsm; - case Gavilon: Gavilon empresa de distribuição de produtos agrícolas, não armazena nada que compra e vende. ela ja comprou e vendeu o milho e usa os robôs para fazer o processo de troca nota. Ele chega e identifica o chamado para trocar nota no sistema OTRS. Faz algumas validações de tipo de contrato, transporte e custo. Se tiver tudo certo, faz o troca da nota fiscal, se tiver algo errado poe numa fila de exceção no OTRS para correção humana. Esta automacao t...

Precisamos de desenvolvedores de Chatbots e NLP com experiência comprovada para trabalhar conosco como Freelancer em vários projetos. Interessados favor contactar. X-SENSORS da Alemanha -

Precisamos de desenvolvedores de Chatbots e NLP com experiência comprovada para trabalhar conosco como Freelancer em vários projetos. Interessados favor contactar. X-SENSORS da Alemanha -

...disputes can be registered in several sports and leagues / championships example: football, UFC, F1, basketball etc. Possibility to configure a classification and criteria of the match or dispute example: hit the exact score = 10 points hit only one winning part of the match = 5 points User profile they can buy buy free or premium plans send photo / avatar register your team scoring statistics, won bets have already won prizes and rewards: the points earned can be exchanged at the site store. bets: must be configurable by sport or match and debited directly from the balance of the wallet example: the end of the championship may set up a match larger than normal matches. ranking championships disputes: calculate general ranking ranking wins monthly / weekl...

Instalação de módulos SPSS, Statistics e Modeler.

Instalação de módulos SPSS, Statistics e Modeler.

Estou precisando de um Sistema (Plataforma) de Notificação Push. Que Envia Notificação ao usuário Cadastrado em Minha Lista. Segu...notificação ele será adicionado em minha lista e recebera notificações futuras na tela do seu dispositivo. então é hora do usuário que tem login e senha configurar o envio de notificação. Selecionando o Titulo da MSG. Corpo da MSG. Um Ícone (logomarca) URL (ao clicar na msg ele sera direcionado para o site desejado). Horário do envio (na mesma hora ou mais tarde) Opção com Statistics para ver quantos cliques teve na msg etc... Caso precise saber mais sobre Notificação Push entre ...

Tenho 4 grupos de números. Cada grupo vai de 1 até 10, décimo por décimo: 1,0 1,1 1,2...10 Eu quero listar no Excel todas as combinações de acordo com a planilha anexa (apenas as células em amarelo tem o número variável. I have 4 groups of numbers . Each group is from 1 to 10 , tenth by tenth : 1.0 1.1 1.2 ... 10 I want to list in Excel all the combinations according to the attached spreadsheet (only the yellow cells have variable number . -------------------------------------------

...students: training worksheet update, challenge between friends of the academy by the frequency, feeding records, location of nearest academies, the type of flow of people (high, medium, low ), perform check-in. Possibility to upload content with institutional material for customer marketing team and also allow users to feed with information as well. The APP shall also provide tools metrics and statistics for download management team and publish content (communication staff and customer marketing)....

...students: training worksheet update, challenge between friends of the academy by the frequency, feeding records, location of nearest academies, the type of flow of people (high, medium, low ), perform check-in. Possibility to upload content with institutional material for customer marketing team and also allow users to feed with information as well. The APP shall also provide tools metrics and statistics for download management team and publish content (communication staff and customer marketing)....

...students: training worksheet update, challenge between friends of the academy by the frequency, feeding records, location of nearest academies, the type of flow of people (high, medium, low ), perform check-in. Possibility to upload content with institutional material for customer marketing team and also allow users to feed with information as well. The APP shall also provide tools metrics and statistics for download management team and publish content (communication staff and customer marketing)....

...various sub - menus where the admin can update easily) . - Website Statistics - Condition : diseases and conditions , statistically people by gender and age . Treatment - % of the amount of people taking certain medication , dosage , effects , duration , average cost . Symptoms - color grade as the symptom . - Blog - publication articles, - Events - have an agenda , and points in several days , the activities that the admin can put . - Gallery - Images can place an image and a short essay . System ATM , Visa, mastercard , paypal , and payment by SMS . - Verification / confirmation of registration by email and SMS confirmation in some cases . Sites to consider : online store statistics and social profile social part of the user

...and NLP technologies. - Analyze job post based on best practices: The tool should evaluate the generated job posts according to common practices and provide feedback on potential improvements. - Write job post: The tool should be capable of directly writing the job post in a clear and professional manner. Platforms: The tool should be accessible across multiple platforms to ensure usability and accessibility for a wider range of users. These platforms include desktop, web, and mobile. Language: The primary language that the tool should be able to support for generating job post descriptions is English. It is crucial that the final tool is capable of understanding and expressing job descriptions in English with accuracy and fluency. Ideal Skills and Experience: - Proficiency in...

...of a shopping centre. This will include comprehensive data from key social media channels, the website, in-person events, and occupier information. - The report should encompass data from major social media channels such as Facebook, Instagram, Twitter, LinkedIn and Tik-Tok, as well as any other relevant channels identified. - In terms of the website, the report should cover website traffic statistics, user demographic data, CTA page information, and page index. The report should be informative, visually appealing, and easy to understand. Ideal skills and experience for this project include: - Proficiency in data analysis and interpretation, particularly in the context of social media and website metrics. - Experience in creating engaging, visually appealing PDF documents...

I'm in need of a statistician, preferably with a background in HR or business analysis, to interpret and explain the quantitative data from our change management survey results. The focus of this ...on understanding how shifts in our management techniques create an impact on our employees' engagement level. Specifically, your role would entail: - Analyzing the data to identify trends and patterns - Creating clear, comprehensive tables and graphs to present your findings - Offering insightful explanations of what the data signifies Ideal skills and experience include: - A background in statistics, HR, or business analysis - Experience working with survey data - Ability to understand and explain complex data in a simple, understandable manner - Expertise in creating visual...

...deletion of university • Create new expert form to list on the website • Added experts listing with updating and deletion of experts • Past ongoing and upcoming meeting listing • Blog creation form • Added blogs listing updating and deletion of blogs • Creation of users with different access of admin panel according to their role • User management: with updating and deletion of users • Statistics like current number of students. weekly growth, university listing, student meeting with experts • Expert login and expert will see his assigned students • Expert assigned student profile updating Key Integrations: - Google analytics integration - Zoho CRM integration Note: We don’t want to rely on 3rd party apis or...

I'm in search of a skilled AI developer who's proficient in GitHub technologies, particularly for Android applications. I need your expertise to automate human actions within an Android environment, to enhance efficiency and streamline processes. Key requirements include: - Strong understanding of AI, especially image recognition - Proficiency in Natural Language Processing (NLP) for the automation of tasks - Previous experience with creating recommendation systems would be a plus Your experience in implementing AI-driven solutions and the ability to work within an Android environment are crucial. There's no strict deadline for the project, but a timely delivery would be greatly appreciated.

I'm in need of a Python Jupyter expert who can support me in the development of a machine learning model. Here are the specifics: - **Task**: The primary task revolves around machine learning, specifically model development. - **Current Project Stage**: The project is currently focused on model development, so we've already completed the data collection phase...Project Stage**: The project is currently focused on model development, so we've already completed the data collection phase. - **Model Type**: The model type we're focusing on is classification. Ideal candidates should have solid experience in machine learning, particularly in classification models. Expertise with Python and Jupyter is also a must. If you have a good handle on data analysis and statistics...

...updating and deletion of university • Create new expert form to list on the website • Added experts listing with updating and deletion of experts • Past ongoing and upcoming meeting listing • Blog creation form • Added blogs listing updating and deletion of blogs • Creation of users with different access of admin panel according to their role • User management: with updating and deletion of users • Statistics like current number of students. weekly growth, university listing, student meeting with experts • Expert login and expert will see his assigned students • Expert assigned student profile updating Key Integrations: - Google analytics integration - Zoho CRM integration Note: We don’t want to rely on 3rd party apis or i...

I'm looking for a skilled professional to scrape and collect specific sports-related statistics from Website A. The template is made, its really jsut a copy and paste exercise. Code is already written. Key Responsibilities: - Extract sports statistics from Website A. Your Skills and Qualifications: - Proficiency in web scraping and data extraction. - Previous experience with similar projects. - Understanding of sports statistics is a plus. This is a one-time project with the potential for future work if successful. I look forward to discussing the project further with you.

I'm looking for ...Answering frequently asked questions - Providing product information To enact these functions, the chatbot should be based on Natural Language Processing (NLP) technology. Integration with the existing user database is crucial for user authentication purposes. The developer should also design an admin panel that includes a dashboard, notifications, users, chat, chatbot info, and profile editing. The panel should possess a feature for toggling between AI and live chat modes. Admin should receive notifications via the panel and email when live agent assistance is requested. Skills & Experience: - Advanced PHP development - Experience with NLP - User Authentication - Admin Panel development Your proficiency in these areas will be instrumental to th...

I'm looking for a proficient NLP programmer to help me implement a Spell Checking algorithm using the BERT model. The ideal candidate should have expertise in NLP and should be comfortable working with the following requirements: - Expertise in NLP: Proficiency with BERT model in particular - Programming Language: Comfortable working with Python - Accuracy Expectation: The spell checking algorithm should provide balanced accuracy and performance, particularly for large texts. The project's main goal is to deliver an efficient and effective spell checker that can handle large datasets. This will require a nuanced understanding of NLP, particularly the BERT model, as well as Python programming skills. The balance between accuracy and performance is cr...

Freelancer as The Research General job description: He will prepare a plan to study the extent of customer satisfaction with services, and after-sales services, study the local market, prepare a report on the market share of Masarat, prepare a visual analysis and report, research, a...duties as assigned. Help in creating a Dashboard using Tableau. Qualifications and skills: • Superior research and analytical skills. • The ability to translate complex concepts and methodologies into easily understandable language. • Proficient in using Microsoft Office Suite or related software. • Proficient in using Tableau and MSQL and linking them. • Bachelor's degree in marketing research, statistics, mathematics, or related field required, MBA preferred. • S...

Hi all! I need to develop. We have a file download page. We need to develop a system with an admin panel and personal user accounts. We need to keep statistics on how much traffic each user gives, how many downloads and how many installations. Ready to listen to your suggestions Key Requirements: - **Software Distribution**: The process should involve manual installation, ensuring that users are actively involved in the process. - **Analytics Tracking**: The network should be able to provide detailed insights into user behavior, software popularity, and other relevant metrics. - **User Account Management**: A centralized system for user registration, login, and profile management is essential for this project. Ideal Skills and Experience: - Proficiency in Windows software developm...

...AI technologies effectively. ∙Custom AI Solutions: Our team of skilled developers and data scientists design and develop bespoke AI solutions that address specific business challenges and objectives. ∙Machine Learning: We utilize cutting-edge machine learning algorithms to analyze data, extract valuable insights, and automate decision-making processes. Natural Language Processing: Our NLP solutions enable businesses to analyze and interpret human language data, enhancing customer interactions and operational efficiency. Industries Served: caters to a diverse range of industries, including healthcare, finance, retail, manufacturing, and more. We understand the unique challenges faced by each sector and tailor our AI solutions to address specific industry nee...

...experienced NLP Engineer to develop a robust resume parsing solution for our website. The ideal candidate will have a strong background in Natural Language Processing (NLP) and machine learning techniques to accurately extract and structure information from resumes. Responsibilities: Develop and implement NLP algorithms to parse and extract relevant data from resumes. Ensure high accuracy in extracting information such as personal details, education, work experience, skills, and more. Integrate the parsing solution with our website to provide seamless user experience. Continuously improve the parsing accuracy through machine learning and feedback loops. Collaborate with our development team to ensure smooth integration and functionality. Requirements: Proven expe...

...application. The application will need to provide the following functionalities: - Data storage and retrieval: The application must be able to store and retrieve data efficiently, ensuring the integrity and security of the data at all times. - Data analysis and reporting: It should have built-in analytics features to generate and visualize reports based on the stored data. Understanding of statistics and data analysis tools is preferred. - User authentication and access control: The application must include a secure log-in mechanism for users, and feature robust access control settings to manage their privileges within the application. As for the type of data this database application will manage, this remains to be finalized. However, skills in handling different types of da...

I am looking for a freelancer to develop an AI chatbot model (NLP) that will be deployed on my website. Chatbot Features: ----------------- 1. AI model would be pre-trained on our existing chat dialog flow (questions & answers) and company documents 2. Customers should be able to enter their data through chat dialog flow (Already existing) and train this AI model 3. Model should have document input link which will be used in future to train the model 4. The model used should be able to call API's (Intent/actions functionality) in future (Not in scope of this project) You must have delivered similar LIVE project to be chosen.

I'm in need of an AI...chatbot appearance customization. This includes a fully customizable UI, allowing us to align the chatbots with our brand's aesthetics and maintain a consistent user experience. Ideal Skills and Experience: - Proficiency in JavaScript/ reactJS and NodeJS is a must. - Prior experience in developing AI tools for chatbot creation and training. - Strong understanding of Natural Language Processing (NLP) and machine learning concepts. - Background in UI/UX design to deliver an engaging and user-friendly chatbot appearance. - Familiarity with SaaS integration for seamless implementation of the chatbots into our existing platform. This project is a great opportunity for a skilled and innovative freelancer to contribute to the enhancement of our custom...

...functionalities I am looking for in this API include: - Provision of Real-time data updates - Implementation of robust Security measures - Seamless Integration with existing systems - Development of a user-friendly Back-end and front-end infrastructure for an investment and trading app. - Connection of accounts in Forex, Stocks and Crypto brokers and exchanges to show live and historical statistics - Copy trading / social trading / PAMM with risk management features (on the next project) - Connection of startup business and real estate accounts (on the next project) Key Skills and Experience: - Proficiency in Python, Ruby on Rails and other relevant programming languages and frameworks. - Experience in creating APIs with real-time data functionality and strong secur...

...ad timings based on historical data and landing page interactions. Deliverables: - A fully functional AI model deployable within the API and UI environment. - Documentation detailing the model’s architecture, data flow, and integration points. - A user guide for navigating the model’s interface and understanding output data. Expertise Required: - Proven experience in AI/ML, particularly in NLP and predictive analytics. - Of course, Google Ads expertise (supposing to have anyone in your team that can do this part) - Strong background in data integration and API management. - Experience with Google Ads API and Google Search Console is highly advantageous. - Ability to work with cross-functional teams and manage a project from conception to execution. Proposal Su...

...the graph is communicating. Add options—color, trendlines, legend, other? Calculate the mean, median, mode, and standard deviation of the adjusted daily closing stock price. Put answers of calculations in table format. Write several sentences explaining the process by which you calculated these statistics. Calculate the mean, median, mode, and standard deviation of the stock volume. Put in table format for easy review. Write a sentence explaining the process by which you calculated these statistics. Ideal freelancers for this project would be those experienced in statistical analysis and data visualization. Skills in using tools like Excel. If this sounds like your kind of project, get in touch and showcase your skills. The information to use is attached...

...informative speech focused on radiology. The purpose of this speech is to inform a general public audience about the relevance and impact of radiology within the field of healthcare. Key Responsibilities: - Create a compelling narrative that explains the significance of radiology in a manner that is easily understood by a non-specialist audience. - Incorporate intriguing and relevant facts, statistics, and anecdotes to maintain audience engagement and understanding throughout the speech. - Ensure the speech is well-structured, with a clear introduction, body, and conclusion that effectively convey the message and key takeaways. Ideal Candidate: - Proven experience in speechwriting, particularly in the area of healthcare or a related field. - Proficiency in conveying complex id...

Need to rectify observations in my report. I'm seeking a skilled SPSS expert capable of providing detailed descriptive statistics and an executive summary based on the data analysis. You'll need to incorporate both visual charts/graphs and a comprehensive written report to effectively communicate the results. Key requirements and skills: - Proficiency in SPSS software - Ability to perform thorough descriptive statistical analysis - Experience in creating visual charts/graphs - Strong report writing skills, particularly in delivering detailed analysis along with an executive summary. The successful applicant will need the ability to interpret data accurately and present findings in a clear and compelling manner. Experience in similar projects within the social sciences f...

I am looking for an expert to put together a professional sales report using Sisense, solely based on my e-commerce platform data. Key Information: - The report should focus on sales statistics and trends, analyzing data collected from our e-commerce platform. - The main purpose of this reporting is to help us make strategic decisions and improve our sales performance. - I would appreciate if the report is visually appealing and easy to interpret, as this will be shared with different teams in our company. Skills & Experience: - Proficiency in Sisense or similar BI tools is a must. - Previous experience creating sales reports is highly desirable. - Understanding of e-commerce data, especially sales metrics, is crucial. Please note that the report you provide can be used as...

...inferential statistics and is proficient in R programming. This role involves working with statistical data, and particularly focuses on: - **Data Cleaning and Preparation:** You will be responsible for ensuring the data is clean and ready for analysis. - **Data Visualization:** Your tasks will include creating visual representations of the data to make complex ideas more intuitive to others. - **Diagnostic Accuracy, ROC, AUC:** You should be able to analyse diagnostic accuracy and create Receiver Operating Characteristic (ROC) curves, as well as calculate Area Under the Curve (AUC). Ideal candidates will be able to seamlessly blend statistical expertise with hands-on programming in R, ensuring the insights derived are both accurate and actionable. An academic background in ...

I'm in need of a highly skilled AI developer with expertise in natural language processing (NLP), computer vision (CV), and machine learning. The core objective of the project is to develop an AI-based recommendation system. Key Tasks: - Implement NLP techniques - Develop CV application - Integrate robust machine learning algorithms A significant aspect of this project is UI design – specifically the construction of user-friendly dashboards. I am looking at someone who can visualize the machine learning processes and outputs in an engaging manner. Desirable Skills: - Expertise in AI technologies (NLP, CV, ML) - Experience in building AI-based recommendation systems - Proven ability in creating user-centric UI, specifically dashboards.

I'm looking for someone skilled in both data science and natural language processing (NLP). The tasks at hand involve sentiment analysis, text classification, and named entity recognition. Key Requirements: - Your experience with sentiment analysis should be strong. - You should have a solid background in text classification and be able to manage a medium-sized dataset. - Experience in named entity recognition is essential for this project. Dataset Details: - The dataset you'll be working with is stored in text files. This is a medium-sized dataset, containing between 1,000 and 10,000 data points. The successful completion of this project will require deep expertise in NLP techniques, a keen eye for detail, and the ability to deliver accurate and efficient an...

I'm in need of a highly skilled AI developer with expertise in natural language processing (NLP), computer vision (CV), and machine learning. The core objective of the project is to develop an AI-based recommendation system. Key Tasks: - Implement NLP techniques - Develop CV application - Integrate robust machine learning algorithms A significant aspect of this project is UI design – specifically the construction of user-friendly dashboards. I am looking at someone who can visualize the machine learning processes and outputs in an engaging manner. Desirable Skills: - Expertise in AI technologies (NLP, CV, ML) - Experience in building AI-based recommendation systems - Proven ability in creating user-centric UI, specifically dashboards.

I'm looking for an experienced developer to create an AI customer service chatbot for my business. You wil...Functionality: The primary function of the chatbot should be to accurately answer customer's FAQs. - Language Support: I am not sure if multiple languages will be required at this stage, but the ability to add this in the future is a plus. Ideal Skills and Experience: - Proficiency in AI chatbot development, particularly for website integration. - Strong understanding of natural language processing (NLP). - Proven experience in developing chatbots that effectively handle FAQs. - Flexibility to potentially add multi-language support in the future is a plus. If you have experience in similar projects and believe you can meet these requirements, I'd be intere...

I'm looking for a professional who can scrape specific tables on a government website for insurance claim statistics. Key Requirements: - Web Scraping: You should have prior experience in web scraping and can navigate through the website's structure to extract relevant data. - Data Extraction: The main focus will be on compiling data related to insurance claim statistics. The final deliverable should be a well-organized dataset with accurate claim statistics. Please share your experience in similar projects.

I am looking for an expert in AI, specifically with fine-tuning experience in Convolutional Neural...Networks (CNN). My primary focus is on improving the accuracy of specific tasks in the field of Natural Language Processing (NLP). Key tasks for this project include: - Evaluate the current performance of the CNN on specific tasks - Implement fine-tuning protocols to enhance accuracy - Validate and optimize the model for our specific dataset Ideal freelancer must have: - Extensive knowledge and experience in Artificial Intelligence - Proficient with Convolutional Neural Networks - A strong understanding of Natural Language Processing - Proven track record with AI fine-tuning. Your core responsibility will be to adapt our current AI model to enhance its task accuracy in an NLP...

...detailed statistics on generated and managed reports. User Interface (UI) Report Form: An intuitive interface for reporters to submit their reports anonymously or with personal details. Reporter Portal: Access for reporters to track the status of their report using a unique code. Task Management for Reports Task States: Each report should go through various states (e.g., Received, Under Review, Under Investigation, Concluded). Assignment of Responsibilities: Ability to assign responsible parties for each state or stage of the report. Notifications: Automatic notifications to the reporter about the progress and state changes of their report. Task History: Complete log of all actions and state changes for each report. Business Intelligence (BI) Panel General St...

I need assistance with an AI project that focuses on Natural Language Processing (NLP). The crux of the project is Sentiment Analysis and therefore, I am in search of a proficient AI specialist with a strong background in this area. Key Skills & Experience: • native places people • 3 month projects. • Ability to work under deadlines while ensuring accuracy. • Strong problem-solving skills in AI-related issues. Your role: • Assisting with the design of an effective sentiment analysis tool. • Fine-tuning results for accuracy. • Assisting with potential issue troubleshooting and resolution. I expect the finished project to be well-designed, efficient and accurate in its readability and interpretation of sentiment from textual data.

I'm looking for an expert to help configure my Cyclecloud HPC cluster. This is a specific project with the following requiremen...priority (spot), both using the same VM SKU. In the first instance, I would like to use HB120v2 for the two CPU partitions and the A100 GPU for the two GPU partitions. I would also like to have SLURM accounting set up within the cluster i.e. not using the MySQL service on Azure. Lastly I would like the cluster to have Prometheus/Graphana monitoring capability so that individual users can monitor job statistics. Eventually, we would like users to also be able to interact with the cluster via VS Code and Jupyter. Delivery : within 1 week -- please only bid if you have done this before. Please provide your past experience and any relevant projects you ...

...augment generation in the LLM applications. - mongoDB should be set up runining a .sh file - docker-compose deploy of the app - whisper transformers for stt ttl - AWS S3 bucket for file serving Essential skills for this project include a strong background in Python programming and experience with deploying applications on different operating systems. Previous work in natural language processing (NLP) or machine learning operations (MLOps) will also be a strong advantage. Your understanding of text generation and the specific functionalities mentioned will be key to the success of this project. If this sounds like a task that fits your skill set, I'm looking forward to your bid.