How to deploy machine learning models in rpekerjaan

I'm looking to train a model that can generate high-quality images of humans wearing handbags in various ways. Key Aspects: - The primary goal of this project is to generate high-quality images of humans wearing handbags. - The system should accept both images of handbags and models as input. - I'll need the model to adjust the handbag size on the model and simulate different lighting conditions. Skills and Experience: - Strong background in machine learning and computer vision, particularly in image generation and manipulation. - Experience with virtual try-on systems or similar projects will be highly advantageous. - Proficiency in handling image processing and customization would be a plus. ...

We are in search of a skilled professional who can help us in creating custom email signatures for 10 users. The design aspect is extremely important to us, so we are looking for someone with a good eye for design and creativity. Key Deliverables: - Custom email signatures with visually appealing design. - Each signature should include a personal V-card (QR contact card) for the user. - Incorporation of rotating banners which we can schedule, change easily, link, and deploy across all users. - An active countdown clock feature within the signature. - Compatibility with Microsoft Outlook, our primary email client. Additional Requirements: - While not essential, the ability to track interactions (clicks) on the email signature elements would be ...

I am in need of an expert Power BI developer who can help me integrate AI features into my existing project. Specifically, I'm looking to incorporate Natural Language Processing, Machine Learning Models, and Predictive Analytics functionalities. Key Requirements: - Proven experience in implementing AI features in Power BI is a must. - Strong background in Natural Language Processing, Machine Learning Models, and Predictive Analytics. - Proficient in working with SQL databases and Online APIs for data integration. - Ability to deliver a dashboard with basic filtering and sorting capabilities. Your main tasks will include: - Integrating the AI functionalities into the Power BI project. - Ensurin...

I am in dire need of guidance to efficiently set up Meltano for data pipelining primarily from relational databases such as MySQL and PostgreSQL. The goal is not only to have a system in place but also to grasp a deep understanding of the whole process. Key responsibilities: - Set up Meltano for data pipelining from relational databases - Offer expertise and guidance throughout the setup process Ideal Candidate: - Expertise with Meltano and data pipelining - Experience with relational databases particularly PostgreSQL - Excellent communication and teaching skills - Attention to detail, patience and willingness to explain complex concepts in a digestible manner. I look forward to collaborating with a professional who can off...

I need an expert in Power BI data analysis who is also adept at implementing AI technologies in the field. Key Responsibilities: - Data Cleaning and Preparation: I need you to clean and organize the data so that it is ready for analysis; this includes removing any irrelevant data, managing missing values, and dealing with inconsistencies. - Data Visualization and Dashboard Creation: You should be proficient in creating visually appealing and insightful dashboards using Power BI. - Machine Learning Model Implementation: I need you to apply machine learning models to the data to predict outcomes or discover patterns, and then integrate these models into the Power BI dashboard. Data Type: The data yo...

I'm looking for an expert in R programming to assist with data analysis and visualization. Your main tasks would include: - Employing R for data analysis. - Generating static reports and graphs from the data. A key part of this role will involve applying different data visualization techniques to ensure the data is communicated clearly and effectively. Skills and Experience: - Proficient in R programming. - Experienced in data analysis. - Skilled in static data visualization techniques. - Understanding of data communication principles. Please note, the complexity of the dataset is not yet determined, so adaptability and problem-solving skills are a big plus.

I'm seeking a proficient Unity developer to help create an engaging vehicle simulation game centered around trains. The project involves building intricate locomotive models, creating immersive environments, and fine-tuning driving mechanics to provide players with an authentic train conductor experience. Key tasks include: - Development of 3D train models. - Creation of realistic environments. - Implementation of responsive controls to simulate genuine train handling. Ideal skills and experiences: - Intensive knowledge of Unity game development. - Proven experience developing vehicle simulation games. - Proficiency in 3D modeling and environments. - Strong understanding of physics for realistic movement and controls.

I'm looking to deploy a robust visitor tracking system on my website which goes beyond the conventional approaches of merely tracking visitor data, and can help me in capturing contact information of potential customers who do not complete any forms on the site. Key Requirements: - Advanced Visitor Data Collection: The system should be able to capture details like device type, referral source, behavior patterns, and time on page for all visitors. - Contact Information Extraction: The primary goal is to extract the contact details (Name, Address, Phone, and Email) of the visitors who do not submit any form on the site. Ideal Skills and Experience: - Proficiency in Third-Party Tracking Services: The selected freelancer should be well-versed ...

I'm in urgent need of a seasoned expert in Microsoft Excel, particularly in creating financial models with emphasis on cash flow management. The ideal freelancer for this project should have proven experience in constructing similar tools for businesses. Key Areas of Focus: 1. Housemaid Cash Flow Tracker: This spreadsheet will facilitate tracking cash provided to our two housemaids and matching their submitted invoices. With three team members involved, it needs to be straightforward and efficient. 2. Monthly Household Budget Expenses: This spreadsheet will serve as a comprehensive monthly budget for all household expenses, including groceries, Amazon purchases, and payments to other suppliers. I envision a format where invoice...

I'm in the market for an experienced professional who can set up a comprehensive IP CCTV system for me using Blue Iris software. - The Scope: Align and configure 120+ cameras onto the system optimally, ensuring maximum area coverage and efficient running of the software. 1. Make sure Deep Stack AI is installed on all the cameras to detect motions for only Humans, Machine Movements, Vehicles, Trucks from 50% confidence level 2. For cameras pointing outside the yard perimeter, to create detection zones, i.e. people walking close to the perimeter fence and ignore cars in the main road 3. Ensure settings for recording, is only clips during AI motion detection, no recording at all when there is no motion detected 4. Set the detection clip video ...

...seasoned professional to assist me with training a neural network model for natural language processing. Specifically the goal is to implement with a custom dataset. The work includes: - Understanding the model and its functionalities and writing a Jupyter script for training with a custom data set. - Custom data integration: figuring out the format required by running the example training on text8 dataset and then adapting the in-house dataset for the purpose of training. -Finally, write a custom function which given the trained model enables a spellcheck on masked tokens of the text as in Ideal skills for this project include: - Proven experience in using NLP models and diffusion models. - Proficiency in data integration

I am seeking a highly skilled Blender or Maya expert with proficiency in texturing. However, I am still uncertain and open for discussions on the modeling and the overall theme/style of the project. Requirements: - Expert in either Blender or Maya - Proficient in texturing - Ability to assist in creating 3D models if needed - Openness to discuss project's style and theme - Please include portfolio of previous work to show level of skill and style versatility. Any experience with various themes, particularly realistic, cartoon/animation, and abstract, is most welcomed. This project will be an open conversation and I am interested in your creative input. Let's create something amazing together!

I am seeking a skilled 3D artist to bring my vision to life in the form of a realistic 3D video. Required Skills: - Proficient in creating realistic 3D animations - Experience rendering detailed models and textures Project Details: - The project involves creating a 3D video of a balloon. - The balloon should be placed against a black background in the video. - The specific design and patterns for the balloon are already defined. Your task will not only involve modelling and rendering the balloon, but also animating it in a realistic manner. Strong attention to detail is critical and prior experience with similar projects will be highly valued.

I'm seeking a versatile freelancer to develop an object detection-based localization project. The primary aim is to identify, track, and precisely determine the location of a mobile robot, with a focus on real-time continuous tracking. - Key Tasks: - Develop an object detection tool for a mobile robot - Ensure a high degree of accuracy in real-time continuous tracking - The system will function in an indoor environment Ideal freelancer needs to have skills in robot motion algorithms, machine learning, and a deep understanding of complex robotics-related technologies. Experience in indoor robot localization is a must.

I am in need of someone equipped with a strong understanding of YouTube's policies and community guidelines to assist in recovering my channel which was recently removed. Below are specific details about the situation: - Despite receiving reasons for the removal, their complexity has made comprehension challenging. - The channel was predominantly focused on providing learning and educational content. - The intended audience was adults. The perfect candidate for this project would have expertise in YouTube's policy enforcement and the process of account reinstatement. Experience with successfully appealing YouTube's decisions would be excellent. Exemplary communication skills and patience are also necessary, as you'll be needing ...

...developer to build an informational web project with an integrated machine learning model. Key Features: - Capability for users to upload images to be processed and recognized by the model - Implement Image Recognition as the preferred machine learning model type. Proven experience in machine learning, particularly Image Recognition, and web development is a must. Your expertise should include building and managing user-friendly web platforms that can handle high volume image uploads, processing, and cataloging. Your responsibilities will also encompass integrating the Image Recognition model onto the platform seamlessly. This project is detail-oriented and requires a developer who can create a robust, secure, a...

...web designer to help me enhance my existing website. The focus of this website is to provide details about a new tech startup and along with the subscription models. Key Requirements: - The website is currently based upon an existing template but needs additional work with a clear and user-friendly layout, ensuring that the target audience can easily find the information they need. - Creation of an additional 5-6 pages (all content supplied) - Clean up of existing 6 pages - Restructure of pricing plans and formatting of pricing options - Implement a contact form for potential clients or partners to get in touch easily. - Integrate a subscription sign-up feature to allow interested visitors to receive newsletters or updates. Ideal Sk...

I'm seeking an experienced MATLAB expert to assist in developing a strategic plan for optimizing battery usage. This project involves creating a comprehensive, data-driven strategy to maximize the performance of a battery system while extending its lifespan. Key Responsibilities: - Assist in identifying the primary goal of the battery usage strategy (maximizing battery life, maximizing performance, or finding a balance between the two) - Utilizing MATLAB to analyze historical data, develop mathematical models, and simulate various scenarios to determine the most effective battery usage strategy - Collaborating with me to understand the specific device or system the battery is being used for, and tailor the strategy accordingly -...

本项目旨在开发一个基于 和 MDX 的互动学习网站。我们的目标是实现一个翻转卡片选择题组件，以增强用户的学习体验。该组件将嵌入到由 Contentlayer 处理的 MDX 文件中，并能够加载自定义 React 组件。 This project aims to develop an interactive learning website based on and MDX. Our goal is to implement a flip card quiz component to enhance the user's learning experience. This component will be embedded into MDX files processed by Contentlayer and will be capable of loading custom React components.

I'm looking for an expert in R programming to assist with data analysis and visualization. Your main tasks would include: - Employing R for data analysis. - Generating static reports and graphs from the data. A key part of this role will involve applying different data visualization techniques to ensure the data is communicated clearly and effectively. Skills and Experience: - Proficient in R programming. - Experienced in data analysis. - Skilled in static data visualization techniques. - Understanding of data communication principles. Please note, the complexity of the dataset is not yet determined, so adaptability and problem-solving skills are a big plus.

I'm looking for an expert in R programming to assist with data analysis and visualization. Your main tasks would include: - Employing R for data analysis. - Generating static reports and graphs from the data. A key part of this role will involve applying different data visualization techniques to ensure the data is communicated clearly and effectively. Skills and Experience: - Proficient in R programming. - Experienced in data analysis. - Skilled in static data visualization techniques. - Understanding of data communication principles. Please note, the complexity of the dataset is not yet determined, so adaptability and problem-solving skills are a big plus.

...skilled Full Stack Developer to build a webstore using our custom-made NopCommerce template. As part of our development team, you will be responsible for executing the provided designs into a fully functional ecommerce platform. This role is crucial as we are currently managing multiple projects and require additional expertise to meet our delivery timelines. Key Responsibilities: - Develop and deploy a webstore using our custom NopCommerce template, adhering closely to the provided mockups. - Implement the front-end and back-end aspects of the webstore to ensure a seamless user experience and efficient backend processing. - Test and troubleshoot any issues that arise during the development phase to ensure a smooth launch. - Collaborate with ...

I am looking for a skilled developer or team to create a Python program designed for the efficient detection of surface defects on railway tracks. This tool is essential for ensuring the safety and operational efficiency of rail network covering high-speed and freight tracks. The program needs to be robust, capable of real-time defect detection and analysis, and capable of generating maintenance recommendations. Requirements: - Develop a Python program capable of converting video to images and image enhancement through filter and noise reduction. - It should capable of labeling of images and recognizing various surface defects including cracks, wear, corrosion, fractures, head-checks, wheel burns, rolling contact fatigue (RCF) defects, spells, squats, shelling, and f...

...Overview: We are in need of a skilled Laravel developer to complete and enhance our educational platform. The site is already developed using Laravel, but requires some specific updates and improvements. The site is set to work and is 90% functional, it just needs some improvements and fixes* Key Responsibilities: Implement a feature to reset login credentials for both admin and user accounts. Ensure all pages of the site are fully functional and debug any issues. Integrate and test the payment gateway to ensure smooth transactions. Develop a robust chat system that allows users to communicate effectively within the site. Set up and troubleshoot an SMS notification system using the Twilio API. Create a feature for sending contact verifications...

Hi Md R., I noticed your profile and would like to offer you my project. We can discuss any details over chat. We have worked with you previously, and we are happy with your services. So, we would like to hire you again to help us with the plan render of our projects.

I'm in urgent need of a Blender expert to assist with a specific task in Blender 2.9 - TEXTURING. Key Responsibilities: - Creating high-quality textures for 3D character models. Ideal Candidate: - Proficient in working with Blender 2.9. - Experienced in TEXTURING 3D models, especially characters. - A creative eye for detail is a must. Please include any relevant portfolio examples in your proposal. Your expertise in Blender texture work, especially for character models, will be key to your success in this project.

...seeking a skilled developer to help me deploy ChatGpt model for Customer Support Automation. Key specifics include: - Application Audience: The target audience for this app is primarily businesses. It's crucial that the developer understands this specific user base and can ensure the app is tailored to their needs. - Primary Functionality: The main functionality of this app will be customer support automation. This includes features such as automated responses, ticket management, and potentially even sentiment analysis. The ideal candidate should have experience in developing and implementing such functionalities. - Deployment: The ultimate goal is to get this app up and running, so deployment knowledge is essential. Experience in deployi...

I'm seeking a skilled microeconomics tutor to assist me weekly with an intermediate-level economics course. The ideal candidate should have a strong grasp of microeconomic theory and the mathematical concepts involved. The goal is to help me understand the mathematical concepts involved in microeconomic theory so that I am able to apply it correctly to economic models to achieve success in my given courses. The tutoring sessions should be conducted through video calls and should involve breaking down the concepts and applying them to various practice questions (provided by you). This will help ensure clear communication and provide a more engaging learning experience. The concepts that will need to be add...

I'm seeking a dedicated and experienced GUI developer to create a user-friendly, data visualization application for my AI-based predictive models. The primary task involves developing models for network bandwidth prediction and fault predictions. Key Features: - The GUI has to be web based. - The interface should be capable of efficiently managing input data, which will include historical synthesized network data & data that can be generated through Python's mockeries or any other similar library. The Ideal Candidate: - Profound experience in GUI development . - Strong understanding of predictive modeling control systems. - Familiarity with using historical network data and network fault data for AI models. - Python experience, ...

As an individual seeking to enhance the visibility of my informational and educational website for adults, I am seeking a professional off-page SEO professional. Your tasks: - Implement effective link-building strategies - Promote the website's content - Use social bookmarking for a wider reach - List the business on multiple platforms - Backlinks are on unique and c-class IP not the same -100 business listings on unique data The ideal candidate should possess a strong understanding of the latest off-page optimization techniques. They should be capable of meeting project goals while working independently. Demonstrated experience in content promotion, link building and social bookmarking is a must. Understanding the adult learning sector would be advantageou...

I need a Terraform configuration to provision my EC2 resources on AWS. This configuration should allow me to deploy the EC2 instances and also bring-down when needed. Key Requirements: An EC2 instance with Security group, Keypair, VPC components, CloudWatch logs and WAF integration. The EC2 will be launched in Private Subnet, with ALB and no direct traffic allowed to the instance. A Bastion/jump server for SSH to EC2. EC2 connects to the internet using NAT-gateway. WAF to be integrated with ALB, and ALB only listens on HTTPS. Security groups are restricted with limited access. Allocate and associate an elastic IP to the instance. The EC2 instance will run Ubuntu and serve as application server. I can provide AMI image of the ...

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

...practitioner in Tensorflow and machine learning to help develop a solution based on image and video data. Here's what I need: - Design and train a machine learning model that can extract meaningful information from our data. - The model should be capable of scene recognition in video and images. Your solution needs to reliably and accurately identify and classify different scenes. - You should be comfortable working with Tensorflow and have a solid understanding of its capabilities and limitations. Ideal skills and experience: Tensorflow proficiency, solid training in machine learning, experience in working with image and video data, and expertise in scene recognition algorithms. Your p...

...Data Analyst to help develop a system for classifying email messages as SPAM or HAM. This involves downloading data from a public source, processing it to extract and compute various features, and analyzing these to determine patterns indicative of SPAM. Responsibilities: Download email data from a specified public archive. Create R functions to extract and calculate over 20 variables from each email, such as the number of recipients, percentage of capitals, and URL presence. Analyze this data to explore variable relationships and determine SPAM/HAM status. Generate visual representations of the data and analysis findings. Provide a detailed report on the methodologies used, results obtained, and insights gained. Required Skills: R Progr...

Hey everyone, I have the attached letter R which I need to turn into an icon or logo which I can trademark. At the moment it's too similar to the original font. I was thinking of making the inside of the R a very subtle eye shape. it needs to represent (I'm looking at you in a sexy way, or just looking at someone) nothing over the top. I'm also open to other ideas to slightly change the R. The business name is REVEEL but I ~want the R to be the logo/icon/branding.

...well-versed in affiliate marketing, but can also create engaging content to promote our e-learning platform. Key Requirements: - Proficient in Affiliate Marketing: We need an expert who can leverage affiliate marketing to boost our platform's visibility and drive sales. - Content Creation: The ideal candidate should be able to produce compelling content that resonates with our target audience. - Social Media Promotion: We are particularly interested in promoting our platform across Facebook, Instagram, and Twitter, among other social media platforms. Optional Requirements: - Experience in E-learning: While not mandatory, prior experience in the e-learning industry would be a definite plus. This role w...

I'm looking for an experienced affiliate marketer to promote my eLearning platform which offers a variety of courses to a diverse audience. Key Responsibilities: - Utilize different marketing strategies to reach both male and female audiences. - Develop and implement affiliate marketing campaigns specifically tailored to eLearning content. Ideal Skills and Experience: - Proven track record in affiliate marketing, particularly in the eLearning sector. - Strong understanding of how to effectively target both genders. - Familiarity with eLearning platforms and how to market them successfully. The ideal candidate will be able to help my eLearning platform reach a wider audience and increase sales through the...

I'm in need of a freelancer who can help me get my eLearning platform accredited as soon as possible. Key Tasks: - Research and understand the accreditation requirements of International Association for Distance Learning (IADL), Commission on Accreditation of Distance Learning Programs (CADLP), Accrediting Council for Continuing Education and Training (ACCET) and potentially other relevant accreditation bodies. - Assist with implementing the necessary changes to fulfill the accreditation criteria. - Provide guidance and support in the accreditation process. Skills and Experience: - Expertise in eLearning and online education accreditation, specifically with the mentioned bodies. - Strong research and analytical skills for understanding comp...

I am in need of an experienced programmer located in Singapore who is skilled in Moodle/Chamilo, LMS and PHP. My primary goal is to establish an e-learning platform that efficiently provides educational content. The requirement to fulfill this project includes: 1. Building a comprehensive e-Learning LMS Platform: This task involves building and managing complex e-Learning systems. Skills and Experience - Proficient in Moodle/Chamilo, LMS and PHP: I need someone who can navigate these systems seamlessly and proficiently implement them. - Experienced in e-Learning platforms: Prior work on similar projects would be a big plus. This would ensure you understand the nuts and bolts of what we're trying to...

I'm urgently in need of a skilled professional who can assist me in putting together a dataset of Arabic calligraphy text images. This dataset will be crucial in training a machine learning model. The ideal candidate will: - Have experience in dataset creation especially for image-based deep learning generative tasks. - Have knowledge or interest in Arabic calligraphy text to ensure the quality and relevance of the images. Your timely completion of this project will directly impact the progression of my ML model's training. Looking forward to your proposals!

I'm in need of an individual with advanced expertise in Linear Algebra and R programming. Your critical role will encompass: - Solving complex linear equations - Matrix manipulations - Implementing statistical analysis Skills and experience sought: - In-depth knowledge and experience in Linear Algebra and R programming. - Proven ability in solving complex equations and matrix manipulation. - Experience in statistical analysis using R. - Dear skill and background in integrating R programs with other software. The specialist I'm seeking should be able to critically solve problems and integrate solutions with existing software. Ultimately, the aim is to achieve efficient results through a...

I'm in need of a freelancer who can provide me with an accurate and simple industrial machine wiring diagram. It's crucial that you have an in-depth understanding of electrical circuits and wiring systems for industrial machines. Responsibilities: - Prepare a wiring diagram for a simple machine circuit. - Make sure the diagram is easy to understand without oversimplifying the essential elements. Required Skills and Experience: - A strong background in electrical engineering. - Extensive experience creating wiring diagrams, preferably for industrial machines. - Solid understanding of machine simplistic circuits. - Attention to detail, accuracy and consistency in diagram creation. - Excellent communication skills ...

...We are seeking a highly skilled and experienced Mobile Application Developer to lead the development of Naivigation, an innovative AI-powered boating assistant application designed to revolutionize the boating experience. The ideal candidate will possess a strong background in mobile app development, AI integration, and the ability to work independently on a project from conception to launch. I am located in the Eastern Time Zone of the United States and if you are located elsewhere, you must be able to work with us when needed from 1 PM to 12 AM (New York - ET). Individuals seeking this position should only apply and sales reps or business development reps should not apply. We are only seeking to work with one to ...

...freelancer to help me create an extractor for past paper content from multiple different exam boards/papers from different subjects. This will be from PDF files and organize it into a JSON format. This will help in creating a structured database for our educational materials. Key Requirements: - Extract data from PDF files: The freelancer should have experience in data extraction from PDFs. The goal is to extract content like questions, answers, and any other relevant details. This extractor should be able to be used for different exam boards - Organize data by year, subject, and difficulty level: The extracted data should be categorized based on these parameters. This is crucial for our business as it will help us create a user-friendly interface for...

...post processor. The post processor needs to smoothly operate with Fanuc Oi-MC machine controller. Key Responsibilities: - Understand the 3D Milling operations and ensure the post processor supports them accurately - Modify and optimize the existing post processor to run seamlessly on the Fanuc Oi-MC Ideal Skills and Experience: - Prior experience in developing or modifying post processors for Siemens NX - Proficiency with Fanuc Oi-MC machine controller - Strong understanding of 3D Milling operations - Ability to deliver a robust, reliable and user-friendly post processor Please include your relevant experience in your application. It's a plus if you can provide samples of your prior work related to post processor developme...

...3.0.3.9 developer to customize my equipment rental business website. Specific tasks include: - Adding a date range picker to the shopping cart. This function is crucial as the total price of the product and the price of the cart must adjust live according to the selected date range (ie. the days they want to rent out each product) - Familiarity with different date range picker plugins or libraries is essential. However, the priority is on functionality rather than specific plugin usage. The date range needs to be selected before the customer can proceed to the checkout process. It needs to be responsive and fit the look of the site. Ideal skills include: - Strong Opencart 3.0 knowledge and experience - Proficient in PHP, HTML, ...

I'm in need of someone who can create 3D assets for me. I'm specifically looking for both indoor and outdoor assets for a video game. These will be used in a general gaming context, so a mid-poly level of detail is required. Key Requirements: - Creation of both indoor and outdoor 3D assets - Targeted for video game development - Mid-poly models suitable for general use Ideal Freelancer: - Proficient in 3D modeling - Experience with game asset creation - Able to create detailed models suitable for gaming - Knowledge of mid-poly modeling techniques - Prior experience with creation of both indoor and outdoor environments

I'm looking to integrate Azure AI Studio with my existing system to enhance our data analysis capabilities. The ideal candidate should possess the following skills: - Proficient in Azure AI Studio and AI development - Experienced in integrating AI technologies into existing software systems - Strong background in data analysis, machine learning, and natural language processing The project will involve: - Adding Textual data, Image data, and Video data to the Azure AI Studio for analysis - Implementing Sentiment analysis, Entity recognition, and Keyphrase extraction functionalities for textual data. Please provide samples of your previous work and detail your experience with Azure AI Studio in your proposal.

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

I am in need of a competent data engineer for a small-scale data analysis task. - The project primarily revolves around performing data analysis. - The ideal candidate should be proficient in data analysis techniques. - Previous experience with data engineering will be a significant advantage. Your role will mainly involve performing data analysis tasks, so a deep understanding of data engineering and analysis is essential for this project. A strong background in Python, R, or SQL is highly preferred, though not mandatory. Please note that the project timeline is quite flexible, so you will have ample time to complete this task.