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    ...Research Assistant, highly proficient in Python, to assist me in developing deep learning algorithms for a specific project. Key Responsibilities: * Step 1: Regenerate exact same graphs as shown in the PDF using the same dataset. * Step 2: Apply various ML + DL algorithms for future prediction and obtain better results in terms of accuracy, precision, F1-score, RMSE, ME, MAE, RMSE, MAPE, etc., than already applied models. * Step 3: Documentation of the work, along with a discussion to validate the model's usage and justify it as scientific research paper. Ideal Skills & Experience: * Proficiency in the Python programming language. * Prior experience in machine learning and deep learning algorithms. * Proficient in LaTeX for writing jo...

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    I'm seeking an experienced Python developer who can leverage PyG to improve the accuracy of existing link prediction models on co-authorship network data...Responsibilities and Requirements: - Enhance existing models: You'll be tasked with optimizing and fine-tuning our current link prediction models, in order to improve the accuracy of the predictions. - PyG Proficiency: Proficiency in PyG, a Python-based library for building graph neural networks is a must for this project. - Previous experience: Experience with machine learning, particularly in the field of link prediction, would be ideal. - Dataset knowledge: Familiarity with handling co-authorship network data is a plus. I'm looking for a proactive, detail-oriented individual who can work ...

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    ...professionals. It needs to evoke the user-friendly link navigation found on sites like drudgereport.com. Key Objectives: - Provide a centralized, reliable resource for industry-specific news - Curate content from various websites, maintaining high standards of relevance and credibility - Generate ad revenue without hampering user experience Functional Requirements: - User-friendly link navigation: Essential for facilitating ease of access to various news stories - Effective ad placement: Ads should be strategically placed to generate revenue, without obstructing the user's navigation or distract from the news content Ideal Skills: - Proficiency in website design and development - Familiarity with ad placement strategies for optimal revenue gene...

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    I'm looking for a highly skilled data scientist to dive into a project that requires a strategic blend of data analysis, data modeling, and machine learning. Python proficiency is essential for this role, as it's the primary tool we will be using. Ideal Skills: - Python programming - Data analysis - Data modeling - Machine learning Despite the specifics of the dataset size and type being unclear, the candidate should have experience handling different scales and types of datasets. Your ability to adapt and work with varying datasets will be essential. Please be prepared to showcase similar past projects in your proposal.

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    ...interpretation. A vital aspect of this website is a lead generator integrated with ZohoCRM for lead tracking. It should use the webform provided by Zoho. Additionally, the site should incorporate a store locator function, guiding customers to physical locations where our products are sold. Ideal skills and experience for the job: - Proficiency in WordPress and ZohoCRM integration - Experience devising and maintaining bilingual websites - Experience creating interactive and user-friendly store locator/maps - Understands GDPR requirements for collecting personal information through a lead generator. - Must work with graphic design tools to improve our product catalog - Must create the online catalog for our products By ensuring these parame...

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    I am in need of a skilled machine learning specialist to help me with a project involving water clarity. The primary goal is to both track and predict water clarity. This requires a combination of machine learning expertise and the use of optical satellite data. Key Responsibilities: - Utilize optical satellite data to track and predict water clarity - Apply random forest and multiple linear regression models to analyze the collected field samples - Develop a robust system for ongoing tracking and prediction of water clarity Ideal Skills and Experience: - Proficiency in machine learning, particularly random forest and multiple linear regression - Experience working with optical satellite imagery - Strong data analysis and model development skills - Background ...

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    I'm utilizing an eform generator that necessitates manual setup of form fields and checkboxes on a PDF. To streamline this task, I'm looking for an expert who can automate the conversion of PDFs or image files into HTML, using the image/PDF as a background. If able to populate the fields with datalabels corresponding to program (OscarEMR) is a bonus. documentation eform generator being used, I would like to automate the process to not have to use the manual generator: Key Requirements: - Automation: The primary goal of this project is to automate part or all of the the form creation process - even if there is a way to automate the location of top left pixel of each checkbox. - Simplicity: The forms that

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    I need a Civil Engineer to assist with the conceptual design phase of an infrastructure planning project. Key Tasks: - Conduct a thorough site analysis and assessment. - Provide detailed insights and data on the physical and environmental characteristics of the site. - Offer recommendations for the best use of the site. - Prioritize sustainability and efficiency in the proposed infrastructure. Requirements: - Proven experience in infrastructure planning, particularly in the conceptual design phase. - Expertise and knowledge in site analysis. - Strong understanding of environmental and sustainability considerations in civil engineering. - Excellent communication and reporting skills. This project is ideal for a civil engineer who is...

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    ...Key tasks include: - Front-End Design Changes: Your main responsibility on the design front involves refining my site's navigation. This implies that you'll need to understand how the navigation menu is currently arranged and accurately remove specific items. - Database Optimization: I am excited to augment the performance of my website. For this, I require optimal reformation of the existing database structure. This task demands proficiency in managing Laravel databases and an understanding of optimization best practices. The ideal candidate for this project is detail-oriented and exhibits a strong understanding of Laravel, database optimization techniques, and UI/UX principles. Knowledge of the latest design trends and how to selectively...

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    ...economies. As a Site Verifier, you will be responsible for verifying a company’s existence through visual data by conducting a site visit to ensure that we provide reliable and accurate information to our client. JOB DESCRIPTION: • Conduct basic verification with the subject company’s authorized representative, such as line of business, key executives' name, etc. • Take pictures of the subject company and its vicinity, as per Confirmis’ standard operating guidelines. • Provide observation about the company to gauge activeness, e.g., staff working at the premise, loading/unloading of goods, etc. REQUIREMENTS: • Must be living in (or nearby) Chennai, Tamil Nadu, India • Has a camera or phone/tablet of quality wit...

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    ...automation, Manual testing techniques, and Bug tracking and reporting. I have a preference for live video sessions as a means of instruction. It would be invaluable to virtually discuss & iron out the doubts in real-time with an expert. i dont mind via chat as well. An important aspect of my self-growth is getting hands-on experience in writing test scenarios and test cases for UI. I have experience with API testing but no so much with UI manual test case creation and writing case tests. My work is around automation. i see the test steps and execute them via automation. But i am weak in manual testing of UI and writing them. I need proper industry standard guidance. appreciated. The ideal candidate for this engagement would be someone: - With extensive know...

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    Create a web application that combines information or functionalities from two or more web APIs in a useful and sensible way. This is called a Web Mashup. You are free to decide on the purpose of your application, and which Web APIs you use. However, the Web APIs you have selected need to work together to fulfil the purpose of your application. An example: An intelligent Flickr photo browser that displays photos related to user’s interest. This can be done by fetching user’s “like” from Facebook web API, and then use this information to retrieve Flickr photos (using Flickr search) related to user’s like. (Note: A good implementation of this application would be at a pass level) In a more sophisticated implementation, a...

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    I'm looking for an experienced bangladeshi WordPress developer to design and implement a business website for me with an integrated online shop. Key Requirements: - Experience in building WordPress business websites from scratch. - Proficient in setting up online shop functionalities. - Ability to incorporate desired local payment methods in the shop (Bkash, Nagad, Roket in Bangladesh). Ideally, you should have: - A portfolio of previous Wordpress business sites with integrated online shops. - Knowledge and experience with local payment methods in Bangladesh. - Excellent communication skills in English. Your task will be to initially design the website, implement the online shop, and ensure it's capable of accepting payments through the spe...

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    I'm seeking a developer to bring a comprehensive voice AI project to life....include: - Integration of voice recognition - Implementation of natural language processing - Development of a functional virtual assistant - Language Model and AI analysis I have a design and user interface in place, so your primary focus will be on the backend development to ensure seamless, reliable functionality. Ideal skills and experience for this job include: - Proficiency Python, Java or relevant coding language - Strong understanding of voice recognition and natural language processing - Experience in virtual assistant development - Ability to work with existing designs - Developing custom language learning model and coding to deliver relevant response. Deliverable is a beta-t...

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    I need an IT consultant Wix site primarily for lead generation. The site should be clean, professional, and easy to navigate, enticing potential leads to reach out for IT services. For the logo, I'm looking for a minimalist design, that cleverly incorporates my company's initials. Ideal Skills: - Extensive experience in Wix website design and layout - Expertise in creating minimalist logos - Understanding of lead generation strategies in web design Please share your portfolio containing similar design samples. I look forward to finding the right fit to bring this project to life. If your bid isn't your full, final price, don't even bother. Also, if your automated response includes anythi...

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    I need a proficient software developer to build an offline multiple-choice question (MCQ) exam s...(MCQ) exam software compatible with Windows operating system. The primary purpose of this software is to conduct exams for learning institutions. Key Features Required: - The software should have a score tracking feature that effectively keeps track of students' exam progress and results. Ideal Candidate: The perfect match for this job should have substantial experience in software development, particularly in developing educational tools. An extensive understanding of the Windows operating system is crucial. Proficiency in programming languages like Java, Python or C# would be beneficial. Familiarity with creating scoring algorithms and a good grasp of user-interf...

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    In moving forward with my business, my knowledge on Xero accounting software is at an intermediate level. I'm open to learning from a professional who can help me elevate my understanding particularly in Invoice Management. This one-on-one training session should cover best practices, tips, and crucial functions for efficient use of the Invoice Management feature in Xero. I'm looking to deepen my understanding of how to operate this system effectively, in order to streamline my operations and financial reporting. Freelancers interested in bidding for this project should have: - Extensive experience with the Xero Accounting Software - Proven expertise in training others to use the Invoice Management function - Strong communication skills, with an ability to ...

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    I'm seeking an experie...ultimate aim of the training is to equip learners with the skills needed to develop web based systems. Ideal Skills and Experience: - Knowledge of web development and software engineering - Understanding of both basic and complex coding concepts - Proficiency in teaching and mentoring, ideally with a teaching/mentoring background for beginners. - Good understanding and practical experience with MERN stack, this will be a plus. - Experience in practical web development and system design using MongoDB will be highly appreciated. - Can teach in a very interactive way, doesn't mind lots of dumb questions. Your ability to clearly explain concepts, provide practical examples and exercises, and foster a positive learning...

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    Site Visit -- 4 9 days left

    I will go to the mentioned place and take pictures of the building, road, board picture.

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    ...SureTrigger, and SureMembers are powerful tools for creating and managing subscription-based platforms. Here's a detailed scope of work based on your requirements: Platform Setup and Configuration: Install and configure SureCart, SureTrigger, and SureMembers plugins/extensions. DONE. Set up payment gateways for processing transactions (Stripe, PayPal). DONE. Configure user roles and permissions for different membership levels (Freemium, Plus, Pro, Premium). Customize email notifications for user registrations, subscriptions, and other relevant actions. Product and Subscription Setup: Define and create payable products for each membership tier (Freemium, Plus, Pro, Premium). Set up subscription plans with varying features and access levels for...

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    I'm in need of a WordPress expert to develop a clean and efficient website for my cleaning company. The website should initially include a Home page but have the space and capabilities to expand later. This project does not have an established timeline, so I value quality and efficiency over speed. However, I do expect regular process updates. To sum up, these are the specific requirements: 1. Develop a WordPress website 2. Initial creation of a Home page 3. Potential for future expansion to include other pages such as Services and About Us 4. No rush on project completion while maintaining good communication Your experience with WordPress is essential, and prior work on similar projects would greatly appeal to me. Does creating clean websites that reflect the busi...

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    I'm seeking a qualified web developer to create a website similar to collegevidya.com. I really admire its functionality and would like to have a similar platform. MUST-HAVE FEATURES: - User registration and login: There needs to be a straightforward area for potential users to register and account and log in. - Course listing and search: The major purpose of the site revolves around an engaging, user-friendly course listing and search functionality. - Video lectures and tutorials: Video content is king these days, and my site definitely needs the ability to host and play tutorial videos. DESIGN REQUIREMENTS: I don't have a specific design in mind and need your professional input and creativity on this matter. Please help me come up wi...

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    ...responsibilities in these fields, and I'm looking for a professional who can hit the ground running. Key Responsibilities: - AI Development: You'll be tasked with creating, implementing and maintaining complex AI algorithms and systems. - ML Model Development: This role will require you to design, train, and optimize machine learning models. - Data Analysis: You'll need to collect, interpret, and present data in a meaningful way, to help inform our AI and ML projects. Required Skills and Experience: - Expertise in Python is a must. You should be comfortable with Python libraries and tools commonly used in AI and ML projects. - Proven experience in developing and deploying AI algorithms, including neural networks and other machine learning mod...

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    I'm in need of a Machine Learning Engineer who can migrate our existing notebooks from RStudio and PySpark to AWS Sagemaker. Your task will be to: - Understand two models I have running locally. One is a Rstudio logistic regression model, and the other is a pySpark XGboost also running on local. - Migrate These two models to AWS SAGEMAKER. Data will be on S3 -Prepare models to run on sagemaker totally, so that we can do training and testing 100% on sagemaker.-Models are already running on a local computer, but I need to move them to Sagemaker 100%. Data is on S3 already. -You need to configure and prepare Sagemaker from end to end, and teach me how you did it, since I need to replicate it in another system. -I will give you the data and access to AWS Ideal Skills and Experi...

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    We are looking for an e-commerce development agency for a plant-based product manufacturer. The agency will take over the management of the e-commerce store. The agency will be responsible for: - Website performance - Update content - Social media - Design of website - Connect with amazon - Metrics and sales funnels - Promotional campaigns - Setup whole sale operations - End to end update of the webshop to make it more higher converting andrevenue generating Who are we looking for: - Agencies who has total focus on e-commerce - Can do end to end support - Can show a list of projects they have worked on - Small, budget friendly company

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    ...Revit drafter to construct drawings and section details for a new small primary school. This school will consist of 5 classrooms and have particular attention to outdoor learning areas. Ideal skills and experience: - Proficiency in using Revit 2024 - Have extensive background in designing educational facilities - Strong understanding of designing exterior spaces Project Specifications: - Produce detailed Revit section drawings - Develop detailed layouts of classrooms and outdoor areas - Ink the drawings within a reasonable timeframe - within one week Freelancers interested in this project should be prepared to deliver: - Detailed project proposals, indicating approach, timeframe and resources required - Previous work not asked for but feel free to include if su...

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    Are you a Vesta Panel expert? Ok Then help me upload a simple 1-page WordPress site to my server & connect to the domain name Hosting is Digital Ocean with Vesta Panel

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    Description: We are seeking individuals with knowledge and experience in WordPress. Freshers are encouraged to apply. We have several WordPress sites and are in need of a content creator to perform the following tasks: Requirements: Knowledge and experience with WordPress. Freshers are encouraged to apply! Tasks: 1:To add text 2: To add pictures 3: To add widgets 4:To add Animations 5: Formatting of text

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    I need a Python code developed for vehicle route optimization. - The code should include 3 algorithms for route optimization. - Successful freelancers should include past work in the application. Ideal Skills: - Proficiency in Python - Experience in developing route optimization algorithms - Strong background in data analysis, web scraping, and machine learning, as these functionalities will be required in the project.

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    I'm looking for a skilled AI developer, with a specific focus on machine learning. A well qualified candidate will be experienced in: - Implementing Unsupervised Learning systems - Specializing the machine learning model towards Anomaly detection An ability to navigate the complexities of AI and adeptly apply machine learning frameworks and libraries is important. Practical experience in applying Anomaly detection methods in Unsupervised Learning scenarios is crucial. If this describes you, I'd love to hear from you. Let's revolutionize my project together with your machine learning proficiency!

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    For my website, I'm seeking a skilled Shopify developer who can work with me regularly on an hourly basis via Slack. The key tasks you'd handle include: - Minor corrections - Ensuring mobile responsiveness - Adjusting product pages - Customizing the theme. I mainly cater to general consumers. Therefore, finding a way to make the site welcoming and easily navigable for this vast audience is paramount. An understanding of consumer behavior online and expertise in user-friendly design would enhance your efficiency in fulfilling the tasks. The ideal candidate should have proven Shopify development experience, possess excellent troubleshooting abilities, and have a strong understanding of responsive design. Also important is the ability to effe...

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    I'm looking for a skilled Python developer who is well-versed in machine learning and GANs to implement a conditional GAN primarily for image generation as a part of my school project. Key Responsibilities: - Utilize Python to develop a conditional GAN. - Find an academic paper from the last 5 years that enhances the vanilla conditional GAN using a simple approach and use this incorporate their approach to this one. - Find a dataset suitable for the task. It's up to you to choose one. Requirements: - Proficiency in Python. Experience using PyTorch machine learning library. - Understanding of GANs and how they can be applied to image generation.

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    I'm a data science student needing assistance specifically in the areas of maths, linear algebra, and probability. Here's what I'm looking for: - Expertise in data analysis, machine learning, and data visualization - Mastery in maths, particularly linear algebra, and probability - Ability to provide advanced assignments and problem-solving strategies to strengthen my grasp of these subjects The ideal candidate for this project will have strong analytical skills and a deep understanding of complex mathematical principles involved in data science. You should be able to articulate complicated concepts concisely and clearly, since the level of difficulty I'm currently faced with is quite advanced. Your role will largely involve providing resources and...

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

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    ...skilled Wix website developer to create an engaging and visually appealing e-commerce platform. Key Requirements: - The primary objective of the site is to sell products, so seamless integration with a payment processing system is essential. I need to ensure that users can browse products, select items, and make purchases with ease. - I'm looking for a design that's 'fun and vibrant'. This means bold colors, playful elements, and an overall lively aesthetic. Key Skills: - Proficient in Wix website development. - Experience in building e-commerce sites, particularly with payment processing system integrations. - A good eye for design, particularly for a 'fun and vibrant' style. Please provide examples o...

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    I need a website that functions as an e-commerce platform for my clothing brand. Key Features: - Shopping Cart: Customers should be able to add multiple items to a shopping cart before making a purchase. - Customer Reviews: Each product page should have an easily visible section for customer reviews. - Product Filters: The e-commerce site should have product filters based on categories like size, color, type, etc. For this project, experience in creating e-commerce websites is essential. Knowledge of integrating effective shopping carts, product filters, and customer review modules are the key skills required. The site will strictly be for the sale of physical products, therefore experience dealing with e-commerce platforms focused on physical...

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    We need a highly skilled professional to train candidates specifically on the 401(k) RPF process. The main focus of the training should be on compliance, legal considerations, and the most intricate details associated with retirement domain concepts. Relevant experience and skills: - Proven track record in creating interactive e-learning modules - Extensive knowledge in the 401(k) RPF process - In-depth understanding of compliance details and legal considerations in the 401(k) RPF process - Proficiency in explaining complex retirement domain concepts.

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    I'm looking for a professional web developer to construct an e-commerce website primarily focused on selling physical gardening products. The site needs to encompass the following: 1. Product Organization: The ability to categorize and display a variety of Furniture products efficiently. Your experience in creating multi-category e-commerce sites will be valuable in this project. 2. Payment Integrations: It should include multiple payment options like credit card processing, PayPal and cryptocurrency payments. Your knowledge and experience in setting up secure and user-friendly transaction systems is crucial. The right person for this job should be well versed in e-commerce website development and have a solid understanding of different payme...

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    I need a Wix expert to finalize my micro website dedicated to promoting a product. I've got a template started, but need professiona...Placement*: I will provide all text, as well as product descriptions, that need to be incorporated seamlessly and attractively into the site. - *Layout Design*: I will guide you in making modifications to the template's current layout to better showcase my product and fit my vision. - *Page Addition*: We need to create extra pages to organize and present all the information correctly. - *Color & Font Customization*: Though not a must, skills in tweaking colors and fonts to align with my brand's aesthetic are appreciated. A successful freelancer for this project not only has excellent Wix skills, but also an eye ...

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    I'm urgently seeking a well-versed online trainer who can proficiently guide me through mastering Tableau. This assignment needs to start immediately. Here's what I hope to gain from this training: - Thorough understanding of data visualization concepts - Advanced T...Thorough understanding of data visualization concepts - Advanced Tableau software skills - Grasping how Tableau interfaces with databases The training will be conducted via video calls, preferably through Zoom, so a reliable and robust internet connection is a must-have. The ideal candidate will be experienced in online training and possess excellent communication skills, adding to a seamless learning experience. Please reach out if you have in-depth knowledge of Tableau and are suited to deliver quality o...

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    I am looking for a skilled male voice-over artist who can breathe life into an translation of Quranic duas with a friendly and casual narration in Assamese. In this project, it’s important to make the video engaging, enjoyable, and easy to understand. Ideal Skills: - Proficiency in Assamese - Use of words used in regular communication - Capability to deliver a friendly and casual style - Commitment to prompt and precise communication This job requires clear articulation without sounding overly formal. Reading Arabic text is required to quote the reference. reading from transliteration will also importantly, the chosen freelancer must be reliable, responsive, and deliver high-quality results.

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    My project aims at developing measures to counter Zombieload side channel attacks. As techniques evolve, it's absolutely crucial to remain steps ahead of potential threats. Based on this, I am particularly interested in: - Creating a robust detection model using both hardware and software. - Utilizing distinct technologies, including Intel Performance Unite and Machine Learning algorithms as primary tools for model development. (Python, Tenser flow, Perf Linux, python PAPI) - This model will also include the analysis of Hardware Performance counters. The potential freelancer should possess a strong understanding of these tools along with expertise in cybersecurity and the development of prevention measures. A background in using network monitoring tools is also an adv...

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    My project aims at developing measures to counter Zombieload side channel attacks. As techniques evolve, it's absolutely crucial to remain steps ahead of potential threats. Based on this, I am particularly interested in: - Creating a robust detection model using both hardware and software. - Utilizing distinct technologies, including Intel Performance Unite and Machine Learning algorithms as primary tools for model development. (Python, Tenser flow, Perf Linux, python PAPI) - This model will also include the analysis of Hardware Performance counters. The potential freelancer should possess a strong understanding of these tools along with expertise in cybersecurity and the development of prevention measures. A background in using network monitoring tools is also an adv...

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    As a company, we have created a Figma design for our impending WordPress site and are seeking an experienced wordpress developer to bring this design to life. We will provide all the necessary copy for the site. Ideal candidates would have demonstrable Figma-to-Wordpress experience, as well as the ability to create responsive, user-friendly designs. Familiarity with implementing latest UX rich website designs and integrating brand elements smoothly into the site is also crucial. The site consists of: Home Product Pages Solution Pages Landing page Company Request a Demo Search Page (must integrate with the separate wordpress blog site) Backend Development Contact Forms Integration with HubSpot Book Demo (calendly) SEO ...

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    I'm looking for a skilled WordPress developer to create a recipe membership site with e-commerce functionality for me. Key Features: - E-commerce functionality: The site will be primarily focused on providing recipe content to paid members. - Paid Membership: The membership system should have a single tier, where users pay to access all content. - Personalized Dashboard: After payment, members should be able to access the recipes through a personalized dashboard. - Selected recipe ingredients will be added to a shopping list that links to the walmart app. _ plug ins are available for the membership, recipe to shopping list Ideal Skills and Experience: - Prior experience with developing WordPress e-commerce sites, particularly those with...

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    As an e-commerce stores owner, I'm looking for a proficient freelancer to swiftly migrate my WordPress e-commerce websites. I have about 4-6 websites which need to transfer to Siteground within a span of 24-48 hours. Key tasks: • Migration of WordPress-based (IS NOT E-commerce) websites on SiteGround • Ensuring site performance is intact or better post-migration Post migration, I'm contemplating a long-term relationship for enhancing the design and layout of our websites. I believe in improvement and iterative changes for best user experiences. Key skills required: ** YOU NEED TO KNOW HOW TO USE WPmigrate or to use siteground imgration OFFLINE download local files from Siteground** • Excellent understanding of WordPress and...

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    As an e-commerce stores owner, I'm looking for a proficient freelancer to swiftly migrate my WordPress e-commerce websites. I have about 4-6 websites which need to transfer to Siteground within a span of 24-48 hours. Key tasks: • Migration of WordPress-based (IS NOT E-commerce) websites on SiteGround • Ensuring site performance is intact or better post-migration Post migration, I'm contemplating a long-term relationship for enhancing the design and layout of our websites. I believe in improvement and iterative changes for best user experiences. Key skills required: ** YOU NEED TO KNOW HOW TO USE WPmigrate or to use siteground imgration OFFLINE download local files from Siteground** • Excellent understanding of WordPress and...

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    Hello, I hope you're doing well. I came across your profile and was impressed. I have a project involving deep learning and computer vision, and I would like to hire you for it. Are you available?

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    I urgently require an experienced freelancer to create a 5-page portfolio website using the Divi Builder. The main goal of the website is to attract potential employers. I have a sample website, you want to create the required website with same content and layout. Make the design relevant to our aesthetics, colors, brands, typography etc. but copy the exact layout. Ideal Skills and Experience: - Expertise in using Divi Builder - Previous experience designing portfolio websites - Ability to work and deliver quickly within tight schedules. Please bear in mind this project needs to be completed in 3 days. I look forward to receiving informative bids from motivated individuals.

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