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    2,000 elasticsearch fuzzy jobber funnet, priser i USD

    ...programming expert, proficient in either Ruby or Python, with intermediate-level ElasticSearch querying capabilities. The primary task involves intelligently executing aggregations and nested queries in ElasticSearch, extracting data, in JSON format, and then transposing it into Excel or CSV format. I'm open to whichever format you are more comfortable with, so long as it is either of the two mentioned. In addition to this, having familiarity with job automation via GitHub is critical for this project role. This background should include understanding how to automate and schedule tasks to regularly extract, convert, and save this data. Ideal Skills: - Proficiency in Ruby or Python - Intermediate level ElasticSearch querying - Experience with JSON to Excel/CS...

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    I'm in need of a technical expert who can design a system for automatic content category of news articles based on their titles. This unique project's central purpose lies in enhancing and streamlining the way my information gets organized. Here's a detailed look at what the project involves: - Designing a system cap...languages suitable for text categorization, like Python or R. - Excellent problem-solving abilities to face potential challenges in the development process. I am looking forward to embarking on this journey towards more automated and efficient content organization with a skilled freelancer. Apply now, and let's start this exciting journey to enhance content categorization. We are open to use elasticsearch for the text classification or any ot...

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    ...optimize front-end web applications. - Develop user interfaces with a focus on user experience. - Integral part of the development process, from ideation to deployment. Skills & Experience: - Expert in React and modern front-end development practices - 5+ years of software development experience in the following languages and/or technologies: Python, - JS, React, Angular, Java, C#, MySQL, Elasticsearch, or equivalent - Strong communication skills are essential for collaboration with leads and stakeholders - Fluent in software fundamentals including software design, algorithm development, data structures, code modularity, and maintainability - Strong experience with Azure cloud services, Azure DevOps, and CI/CD pipelines PS: Please attach your resume and live project or por...

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    ...*Non-Specific Fails:* Fails to match any product that is “1.5 mL” when user search 1.5mL Incorrectly matches only 41 results when user inputs “1.5mL”, but 209,000 results when user inputs “1.5 mL” *How it should work:* Ranking should go as follows: - Top: Exact matches for “1.5 mL“ | Exact matches for “1.5mL” (equally) - Second: Exact matches for exactly “1.5” | matches to exactly “mL” - Should not show: Fuzzy matches for “1.5” or “mL” E.g. should not show “125 ml” nor “0.5mL” - Should show similar results for two unique user inputs including “1.5 mL” and “1.5mL” - Quantity or count of results - Similar rankings! I do not re...

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    I'm experiencing some issues with my Elasticsearch setup and am needing a knowledgeable Linux network administrator to assist with troubleshooting. I'm unsure exactly what the problem is as I've been dealing with several potential symptoms. - Potential Elasticsearch issue symptoms - Connection errors; Slow performance; Data indexing errors The problems with Elasticsearch could be affecting us in several ways: - Slowing down search queries; Data inconsistency; High resource usage If you wish to apply, it's advisable that you - Showcase your past work - Relay your experience with similar projects - Provide a detailed project proposal Realize that I'm looking for a quick, effective resolution. If you think you can help, ...

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    ...please. 014 00:01:44 - Don't mind these shots but we need to see the army burn the city first and then her shooting her gun with bullets coming out. 015 00:01:55 - She looks different here with a different armour. 016 00:01:57 - Here it is the right armour again. Use this. 017 00:02:01 - Why is she shooting here again? She is fighting the robots now 018 00:02:08 - She is very fuzzy here and it is a random cut. Let her win the battle first. 019 00:02:21 - What happened to her armour and hands here? She has knives now? We need to be more consistent. 020 00:02:25 - I don't understand these black and white images. 021 00:02:31 - It feels very dettached...is this the villain? It feels like a different video. 022 00:02:39 - We can do the v...

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    I'm experiencing some issues with my Elasticsearch setup and am needing a knowledgeable Linux network administrator to assist with troubleshooting. I'm unsure exactly what the problem is as I've been dealing with several potential symptoms. - Potential Elasticsearch issue symptoms - Connection errors; Slow performance; Data indexing errors The problems with Elasticsearch could be affecting us in several ways: - Slowing down search queries; Data inconsistency; High resource usage If you wish to apply, it's advisable that you - Showcase your past work - Relay your experience with similar projects - Provide a detailed project proposal Realize that I'm looking for a quick, effective resolution. If you think you can help, ...

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    I am looking for Fuzzy Logic Expert required for a urgent project. Only bid if you know and can start right away.

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    I am looking for Fuzzy Logic Expert required for a urgent project. Only bid if you know and can start right away.

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    I am looking for Fuzzy Logic Expert required for a urgent project. Only bid if you know and can start right away.

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    For an ongoing project, I'm in need of a skilled Laravel developer who has experience with database integration and ElasticSearch. Key Requirements: - Proficiency in Laravel, focusing largely on its user authentication features. - Real experience with ElasticSearch integration, especially with user profile data. We need this for real-time user data indexing. - Expertise in handling user profiles data. You'll be responsible for implementing systems that effectively store and manage this kind of data. - A proven track record in back-end development, specifically with database design and integration. This role is certainly challenging and would suit someone who thrives in a fast-paced environment. If this sounds like you, don't hesitate to bid. Looking forward...

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    ...  Install PHP 7.2 to 8          - ONE site uses Magento 1.9 - uses PHP 7.2 - TWO Sites are Magento 2.4.3 - uses PHP 7.4 - ONE Site is Magento 2.4.7p  - uses PHP 8 4.  Install and configure Modsecurity & CSF firewalls      5.  Change port number for added security - enable two factor verification  6.  Install and configure libosodium correctly for all cpanels 7.  Install and configure Elasticsearch 7 8.  Install and configure RabbitMQ8.    9. Install and Configure Litespeed for 4 sites.  10.  Optimize Server - Increase speed for Magento sites which load painfully slow.        :: All sites have E ratings - horrible.  Se...

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    ...on GCP. Create GCP and Install Magento 2 Open Source - see details See list below - Setup from scratch a Google Cloud Platform VM all the way to installation of the Magento 2 Open Source - that's it. I will deal with front end development separately. 1. Operating System: Ubuntu 22.04.4 LTS (Jammy Jellyfish) 2. LAMP Stack: Apache 2.4.55, MySQL 8.0.33 or the newest version, PHP 8.2.3 3. Elasticsearch 8.7.1 4. APIs: REST API, GraphQL API, Helcim API 5. Google Cloud Platform Setup: GCP Project, Compute Engine (VMs), Cloud Storage, Cloud SQL (Managed MySQL), Additional GCP Services (Optional): Cloud Load Balancing, Cloud CDN, Cloud DNS 6. Magento Installation: Download and Setup, Web Server Configuration, Database Setup, Magento Installer Ideal skills: - Previous experien...

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    ...and security updates for several years. Ubuntu LAMP Stack: Apache 2.4.55: The latest stable release of the Apache web server. Apache MySQL 8.0.33 or the newest version of MySQL PHP 8.2.3: OR. The most current stable release of PHP. PHP Optional Technologies: Redis 7.0.12: The latest release of the popular in-memory cache. Redis Elasticsearch 8.7.1: The most recent version of this powerful search engine. Elasticsearch APIs REST API: Understanding of RESTful APIs as utilized in Magento's architecture for customizations. GraphQL API: Familiarity with Magento's GraphQL API for data retrieval. Helcim API: Knowledge of Helcim's API as per the latest specifications. Helcim API Google Cloud Platform Setup GCP Project: Set...

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    I'm looking for ...power systems. The task involves the creation of a two-area power system model using Simulink, with the aim of evaluating control strategies. Here are more detailed requirements: Skills and Experience: - Extensive Simulink proficiency - Knowledge of power system modelling - Background in control strategies, specifically Fuzzy PI control and PI control Tasks: - Create a two-area power system model in Simulink - Apply and evaluate PI control strategy - Apply and evaluate Fuzzy PI control strategy - Compare the effectiveness of the two control strategies The goal of this project is not just to create a model, but also to understand how different control strategies can impact the system. If you have the expertise to carry out this project, I'm l...

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    ...Authentication and Authorization: Implement user authentication using JWT tokens and secure user data storage in MongoDB or Firestore. Utilize C# with ASP.NET Core for backend APIs handling user registration, login, and authorization. Product Catalog and Search: Develop a robust product catalog using PostgreSQL or MySQL for storing product information. Implement search functionality using Elasticsearch for fast and efficient product discovery. Frontend Development: Build the web application frontend using React and Angular for a responsive and interactive user interface. Create mobile applications for Android and iOS platforms using React Native for consistent user experience across devices. Backend Development: Develop RESTful APIs using Spring Boot in Java to handle product...

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    ...Developer who is well-versed in Node.js, Elasticsearch / MongoDB, and Google Cloud Platform. The project involves the deployment of my application and correcting any extant errors before it becomes live on the Play Store. The application has previously recorded an impressive 100,000 downloads, pointing to its viability and user reception. Your task would include: - Deploying the application - Diagnosing and fixing existing errors, if any - Preparing and uploading the application to the Google Play Store Although we did not encounter specific, identifiable issues from the app, we anticipate that the successful completion and deployment could unearth some errors, which we would like fixed. Ideal Skill Set: - Proficient in React Native, Node.js, Elasticsearch / MongoDB,...

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    I am in immediate need of a skilled Grafana integration specialist for my project. The main task at hand involves integrating Grafana with my CyberVision data source, which is accessed through an access token. The key requirements include: - Proficiency in MySQL, PostgreSQL, and Elasticsearch. - Experience with CyberVision access token data sources. - Ability to work under tight time constraints as I need this project completed ASAP. While it's not mandatory, previous experience integrating with CyberVision would be a major plus. I do not currently have a specific type of access token provided for CyberVision, however, guidance in this area would be beneficial. Bid confidently if you can meet these requirements.

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    With this project, I'm in need of a professional individual who can assist me in completing the setup of my local Debian server. Here are some specifics: - The successful freelancer wil...who can assist me in completing the setup of my local Debian server. Here are some specifics: - The successful freelancer will help me install software packages; particularly, I want PHP version 7.4 and Composer & Elasticsearch installed on the server. - Also, I need assistance with configuring network settings for optimum functionality of the server. And the ability for SSH / FTP from outside. Ideal Skills and Experience: - You need to be well-versed in server setup and management - Specific expertise in Debian servers is required - A deep knowledge of PHP and Elasticsearch ...

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    ...JavaScript frameworklerinden Bilgi Sahibi ? Webpack & Babel: Kod derleme ve paketleme süreçlerinde tecrübe ? Version Control: Git ile etkili sürüm kontrolü ? Cross-Browser Compatibility: Farklı tarayıcılarda uyumluluk sorunlarını çözme kapasitesi ? Backend (Tercih Sebebi): ?️ Laravel: Laravel framework bilgisi ( Min. 5YIL ) ? Veritabanı : MySQL, PostgreSQL ve MongoDB veritabanı yönetim sistemine ,Elasticsearch hakimiyet ✒️ Blade Template Engine: Blade şablon motoruna aşinalık. ? PHP: Önceki projelerde aktif PHP deneyimi ✨ Genel Yetenekler: ? Problem Çözme: Frontend ve Backend'de hata teşhis ve çözme deneyimi. ? Beceriklilik: Yaratıcı ve etkili problem çözme yeteneği. ?️ İletişim: ...

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    I require a skilled professional to alleviate issues with my fleet server. The main issue I currently face is that hosts are not appearing on my Elasticsearch interface. Some context on the setup: I am operating a standalone server consisting of Elastic and Kibana, in addition to the fleet server and its clients.

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    ...Amazon S3. PDF Processing & Text Segmentation: Involvement in converting uploaded PDFs to text and segmenting the content into manageable sections for AI processing. Familiarity with PyMuPDF, PDFMiner, and natural language processing tools like SpaCy will be crucial. Searchable Index Creation: Creating an efficient searchable index with Elasticsearch to power quick retrieval of text segments relevant to user queries. Experience in integrating Elasticsearch with large datasets is highly desirable. AI Integration for Query Processing: Collaborators will also work on integrating AI models to analyze queries, retrieve relevant document segments, and generate coherent answers. Expertise in AI model integration, preferably with OpenAI's ChatGPT or similar technologies, ...

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    ...with low plagiarism, and co-authorship cannot be given. - Please check the DC microgrid simulink file for laboratory setup system. It consists of Grid AC/DC converter, Wind AC/DC, Battery DC/DC, and EV DC/DC. I need you to make research based on this setup system. - Research should be experimentable. Because of physical system limitation, machine learning ideas cannot be used. But, ideas for MPC, fuzzy logic, or robust/optimal control might be possible. - If possible I want to keep using distributed control scheme (using send data to another converter unit) and focusing on charge/discharge energy storage in DC microgrid system provided in matlab/simulink - The freelancer should have a strong background in electrical engineering and be familiar with IEEE format and standards. - I ...

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    Set python script, elasticsearch and redis

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    ...understanding of AWS and use free version of Cloudflare. Must know how to configure AWS server (lowest cost, optimised, secure). Re server I have been told that mine would be better with Linux upgrade: - “PHP upgrade from 7.2 to 8.1 - Installation of web server nginx, apache would be removed. There should be no reason to use apache and nginx should show better performance. - Installation of elasticsearch. - Installation of MySql 8, MySql 5 would be removed” so would need someone who understands this or has expertise in configuring the server. I need someone who has a good idea of SEO changes i.e. if SEO team need some changes done to the site, need developer to know how to complete them. Site speed is super important so any change/ work needs speed of site taken ...

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    Hi Arwa M., I noticed your profile and would like to offer you my project. We can discuss any details over chat.

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    ## Automated / copy - paste bids will not be reviewed ## ## No company / agency please ## ## Please read the complete job description before applying ## ## Full time contract job == No project outsourcing == No task based job ## ## 8 hours job, Monday - Friday ## ## Experience : 5+ years ## ## Package: INR 80,000 to 1,00,000 per month ## #...collaboration tools like GitHub, JIRA, Confluence.  Understanding of Sql and NoSql Databases i.e., MySQL, Mongo DB etc.  Proven track record of building scalable, high-quality software solutions.  Experience of working at a product-oriented company.  Thorough understanding of agile software development methodology, and ability of proactively manage task, projects and issues.  Experience with Elasticsearch, Redis, Memcached will be a plus

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    ...voice chat roulette, without a backend (the backend is on Firebase and it is completely ready). Functionality - 1) the user registers and logs in (by email and google/apple authorization), 2) fills out several questionnaires (psychological questionnaire, interests, topic of conversation), 3) pays using an in-app purchase, 4) contacts a professional user through a matching mechanism using firebase fuzzy text search vertex api, a voice call occurs using agora api, 5) a simple user can become a professional user (a simple user pays for calls, and a professional user receives money for calls), 6) the stripe system occurs transfer of information about payments to professional users. Status - almost everything works, only AGORA calls do not work and testing for testflight IOS has not ...

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    Application Flutter Avsluttet left

    ...voice chat roulette, without a backend (the backend is on Firebase and it is completely ready). Functionality - 1) the user registers and logs in (by email and google/apple authorization), 2) fills out several questionnaires (psychological questionnaire, interests, topic of conversation), 3) pays using an in-app purchase, 4) contacts a professional user through a matching mechanism using firebase fuzzy text search vertex api, a voice call occurs using agora api, 5) a simple user can become a professional user (a simple user pays for calls, and a professional user receives money for calls), 6) the stripe system occurs transfer of information about payments to professional users. Status - almost everything works, only AGORA calls do not work and testing for testflight IOS has not ...

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    ...involves three key areas: • Increasing search speed • Improving search accuracy • Enhancing search filter functionality I am particularly interested in candidates who have knowledge and experience in the use of ElasticPress and Elasticsearch. These tools are my first preference for WooCommerce search query optimization for my project. For potential candidates, please ensure that your skills and experience match the following requirements: • In-depth knowledge of WooCommerce • Strong background in search query optimization • Experience with ElasticPress and Elasticsearch • Proven track record in enhancing website search functionalities If you believe you fit this role, please share examples of your previous WooCommerce search optimiz...

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    ...existing script for Elasticsearch, specifically in error handling and adding new functionalities. Key requirements: - Proficient in Python - Familiarity with Elasticsearch and SSL client connections on remote nodes - Extensive knowledge in error handling and coding for custom commands execution on remote nodes - Capability to implement the said enhancements as swiftly as possible I have 3 Elasticsearch node and 1 Kibana node. Executing script for upgrade Elastic and Kibana version. 1st it will connect to Kibana node and stop kibana service and create softlink or mv cmds using linux cmds. 2. In local one of Elasticsearch node exeute stop service and create softlink. 3. connect to other 2 Elasticsearch nodes and do all cmds execution similar to lo...

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    In need of an experienced Elasticsearch expert to upgrade our current 7.x Elasticsearch version to 8.11.3. This need arises mainly due to: - Interest in newer features offered in the 8.11.3 version - Improvement of Elasticsearch error handling - Steps to upgrade process effectively Expectedly, having hands-on experience with Elasticsearch, understanding its upgrade process, and familiarity with its new features is crucial. Demonstrable proficiency in handling Elasticsearch errors is highly desirable. Your bid should include a tentative timeline for the task. Before upgarde 1. check cluster health and if red make it green or yellow. If cluster is in red status it might be many scenerio 2. snapshot of elasticsearch 3. check elasticsearch...

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    I have been working fine with the Magento, but some server upgrade may affect Elasticsearch...Error No alive nodes found in your cluster...the rest is working fine...

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    I am looking for a skilled professional who can efficiently set up an big data cluster. REQUIREMENTS: • Proficiency in Elasticsearch,Hadoop,Spark,Cassandra • Experience in working with large-scale data storage (10+ terabytes). • Able to structure data effectively. SPECIFIC TASKS INCLUDE: - Setting up the Elasticsearch,Hadoop,Spark,Cassandra big data cluster. - Ensuring the data to be stored is structured. - Prep for the ability to handle more than 10 terabytes of data. The ideal candidate will have substantial experience in large data structures and a deep understanding of the bigdata database technology. I encourage experts in big data management and those well-versed with the best practices of bigdata to bid for this project.

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    Stator sargı yalıtımına dair deneysel veriler ve literatür verileri birleştirilerek sargı ömür analizi ve arıza süreçleri hakkında bir bulanık mantık ( fuzzy logic) projesi yapmak istiyorum

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    Create a Delphi 12 project with EdgeBrowser that embeds a Kibna/Elasticsearch IFrame **Extra Credit ** Removing the Elastic logo and wording while loading and replacing it with my own and removing the button from the dashboard as can be seen in this issue **Backround and the iframe i try can be found in this link ** * I can make work a simple iframe from Wilki * The elastic iframe works also fine if I try it with im ready to pay $250 for first part +$170 as a bonus if u can also do the extar credit. So dont bit above 250 Be aware im using Elastic in the cloud, I cant plain modify the CSS Include the word BlueMagic in your offer

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    I'm in need of a tech-savvy freelancing professional with a solid background in ELK Stac...tech-savvy freelancing professional with a solid background in ELK Stack. My project involves working with Elasticsearch 7.x, focusing primarily on web application logs. Key responsibilities: - Setting up and configuring Watchers - Implementing Logstash pipelines - Troubleshooting and optimizing the current setup The ideal freelancer should have a comprehensive understanding of ELK Stack, with specific experience in Elasticsearch 7.x and managing web application logs. Your expertise will be instrumental in improving the efficiency and performance of our existing infrastructure. Looking forward to connecting with industry mavens who can help maximize the performance of our E...

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    I am looking to utilize the capabilities of ELK stack (Elasticsearch, Logstash, Kibana) to gather, analyze, and visualize specific product usage data, revolving around the frequency of product usage, to execute usage-based billing accurately. The project will involve: - Setting up necessary ELK infrastructure for appropriate querying - Implementing tracking mechanisms to record the frequency of product usage. The ideal candidate for this role should have: - Proven experience with ELK stack configuration and querying - An understanding of usage-based billing models - Ability to craft solutions for tracking product usage - Familiarity with working on projects focused on usage analytics. Success in this project will not only require technical prowess but also a deep understanding ...

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    ...existing script for Elasticsearch, specifically in error handling and adding new functionalities. Key requirements: - Proficient in Python - Familiarity with Elasticsearch and SSL client connections on remote nodes - Extensive knowledge in error handling and coding for custom commands execution on remote nodes - Capability to implement the said enhancements as swiftly as possible I have 3 Elasticsearch node and 1 Kibana node. Executing script for upgrade Elastic and Kibana version. 1st it will connect to Kibana node and stop kibana service and create softlink or mv cmds using linux cmds. 2. In local one of Elasticsearch node exeute stop service and create softlink. 3. connect to other 2 Elasticsearch nodes and do all cmds execution similar to lo...

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    Help us build a fuzzy logic model that help to understad patient satisfaction

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    ...Interface: The user interface should be user-friendly, intuitive, and accessible to users with varying levels of technical expertise. Integrations: The system should integrate seamlessly with existing enterprise applications and services. 5. Technology Stack Programming languages: Python, Java, JavaScript Frameworks: Django, Spring Boot, React Databases: SQL Server SharePoint MySQL, PostgreSQL, Elasticsearch AI libraries: TensorFlow, PyTorch, scikit-learn Search Engine: Bing Search APIs 6. Deployment and Maintenance Cloud-based deployment for scalability and accessibility. Continuous integration and continuous delivery (CI/CD) pipeline for automated updates. Comprehensive monitoring and logging for system health and performance. Regular maintenance and security updates to ensur...

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    We need a specialist to help us to capture screen images from our application and feed them into Yolov5/v8 model to help us to detect special zones on all images so we can tune external joystick to select those zones automatically. This is 4 stage project: 1. Go through existing training data, clean up and remove fuzzy/unclear data 2. Gather more data from our application, identify special zones and feed into the training dataset 3. Gather real time data and make sure the resulting model can be generalized good enough for most of the screens our application produce 4. Optimize the model for our CPU and memory footprint

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    I'm in need of a seasoned MERN Stack developer with proficiency in MongoDB, Elasticsearch and Image Compression skills to create a comprehensive e-commerce platform. Key requirements include: - Proficiency in React.js, Node.js, , especially MongoDB. - Experience in building e-commerce platforms with functionalities such as product search and filters, payment gateway integration, user registration and profiles. - Enabling additional features like multilanguage support, multi-currency support, faster loading and product customization. - Understanding of image compression techniques crucial for improving the platform's loading speed and overall performance. -Also need a fully responsive webpage Your primary role will involve leveraging your MERN stack skills to ...

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    We are currently utilizing OpenSearch Service to search information related to various data. We are using it in 3 lambda functions listed below. We need to replace OpenSearch as it's expensive and we do not have a huge volume of data. • sync-mysql-and-elasticsearch - to load data from MySQL to OpenSearch into multiple indexes ("candidate", "books_and_documents", "interviewer", "coach", "mentor", "trainings", "test", "questionnaire", "job_positions", "job", "user", "projects", "assignments") • suggestions-utility - to query the OpenSearch indexes mentioned above to get the data based on various parameters • mcn-advanced-search - to quer...

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    Crear un modelo reusable (usando fuzzy logic) el modelo debe tener capacidad de usar hasta 30 variables y sugerir cuál es la mejor opción, pero que sugiera el mejor resultado ( fácil de entender la solución óptima) el resultado debe ser dirigido a una persona con educación media o universidad. Yo no tengo acceso a Python o Matlab.

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    I need help to create a Fuzzy Logic based system and write report using system must be able to be reused for different situations ( up to 30 variables) I will provide more details in chat.

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    I need an expert to help me read and store text data on an Elasticsearch database. The data are majorly user-generated content, and I would like to capture specific data, metadata such as the image description and details of the user who uploaded the image. Ideal skills would be proficiency in data management on Elasticsearch and handling user-generated content. Prior experience with similar projects would be an advantage. Data reading and subsequent storage in the elasticsearch database. Let's imagine a chat room. It says 24/7 on the screen. These data must be recorded and stored in the database. Of course in text form. Image processing is questionable. Structurally as an attachment. It is necessary to load each report separately for the purpose of searchin...

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    ...Interface: The user interface should be user-friendly, intuitive, and accessible to users with varying levels of technical expertise. Integrations: The system should integrate seamlessly with existing enterprise applications and services. 5. Technology Stack Programming languages: Python, Java, JavaScript Frameworks: Django, Spring Boot, React Databases: SQL Server SharePoint MySQL, PostgreSQL, Elasticsearch AI libraries: TensorFlow, PyTorch, scikit-learn Search Engine: Bing Search APIs 6. Deployment and Maintenance Cloud-based deployment for scalability and accessibility. Continuous integration and continuous delivery (CI/CD) pipeline for automated updates. Comprehensive monitoring and logging for system health and performance. Regular maintenance and security updates to ensur...

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    ...Express), CRUD operations for events, database (MongoDB or PostgreSQL). Search and Discovery: Elasticsearch for event search and filters. Booking and Ticketing: Stripe or PayPal for payments, secure booking details storage. User Feedback and Ratings: Database schema for reviews, queries for ratings. Non-Functional Requirements Scalability: Microservices architecture, cloud services (AWS, Azure) for scaling. Security: HTTPS, OAuth, data encryption for sensitive info. Localization: Support for Uzbek and Russian languages. Technical Stack Frontend: React Native for iOS and Android apps. Backend: Node.js with Express. Database: MongoDB (flexible schema) or PostgreSQL (relational). Search Engine: Elasticsearch. Authentication: Firebase Auth or Auth0. Payment Processing: Stripe ...

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