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    I am in urgent need of an expert who specializes in setting up and configuring Microsoft Azure tenants. The following deliverables are expected: • Migrate the application f...the application from tenant to  tenant. • Set up Virtual Machines operating with Windows Server, Ubuntu, and Red Hat Enterprise Linux • Arrange Storage accounts • Provide App Services The main purpose for the creation of this tenant will be to host infrastructure. Preference will be given to those who have vast experience in Microsoft Azure setups, cloud solutions, virtual machine configurations, and infrastructure management. Experience with the specified operating systems will be an added advantage. The project needs a swift turnaround, so those with immediate availability will be ...

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    I worked incredibly hard for over a year to bring you a top-notch learning program with Freelancer.com that was never revealed before… It's not just about teaching you everything I know and sharing my journey to the #1 amongst 70 million people; it's also about connecting you with a great community.. Once you complete the program and pass the test, you'll earn an exclusive badge that very few people get.. But.. Also, you get all of the following INCLUDED with NO HIDDEN COST in a YEARLY price of 129 USD: ➡️ Be among the elite few to earn the new IFC badge on your profile so that you can stand out! (Upon successful completion of the test) - Priceless! ➡️ Unlock hours of groundbreaking video content I’ve been working on for months that's nowhere el...

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    I'm seeking a photo editor with advanced skills in combining two images. This project involves adding and removing objects, with a specific requirement for realistic blending. Key requirements: - Image manipulation and composition skills. - Proven experience in realistic blending. - Proficiency with photo editing software like Photoshop. Your role will be pivotal in creating a composite image that seamlessly integrates objects from two separate pictures. The final output must exhibit flawless and realistic blending, without any noticeable discrepancies. I want the black pup, put in front/ in between the German shepherd paws.

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    In this crucial project, we aim to significantly improve the cybersecurity of data stored on the Google Cloud Platform (GCP), using cutting-edge artificial intelligence methods. Our main goals are as follows: - Use Machine Learning and Deep Learning to detect and mitigate any potential cyber threats before they occur. - Utilize AI to predict and intercept Unauthorized Access, Data Breaches, and Malware Attacks, thereby bolstering our defense mechanisms. The ideal candidate will be proficient in AI, specifically Machine Learning and Deep Learning, and have extensive knowledge of cybersecurity on clouds. Experience with GCP would be a valuable advantage. It's essential for the chosen freelancer to be adept at translating complex AI algorithms ...

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    I'm in need of a machine learning expert who's proficient in deep learning and is passionate about tackling complex challenges. Key Requirements: - Demonstrate strong understanding of machine learning concepts - Able to develop innovative solutions for complex problems - Complete the entire work within a day Your main tasks will revolve around: - Understanding the requirements and objectives of the project - Researching and implementing relevant machine learning techniques Little experience is expected.

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    ...sharing or downloads. This could involve IP or MAC address restrictions, or other secure protocols that you would recommend. - Password protection should be implemented to ensure only paying customers can access the content. - I am also looking to incorporate discussion forums into the course. This interactive element is crucial for fostering a community around the course material and enhancing the learning experience for my customers. Ideal skills and experience: - Proven experience in web development with a focus on e-commerce and secure content delivery. - Familiarity with security protocols and technologies to implement device restrictions. - Proficiency in password protection and user management systems. - Previous experience in integrating and customizing discussion forums...

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    Detection algorithms that will provide the most accurate incident detection. You do not need to concern yourself about the specifics of the SIEM plugin or software integration, i.e., your task is to focus on accurate classification of malicious events using R. You are to test and evaluate two machine learning algorithms (each in two scenarios) to determine which supervised learning model is best for the task as described. Budget is fixed. Only comment if you able to do in this budget.

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    I'm currently in need of a competent and experienced curriculum d...effective educational programs and materials. * Utilize input from educators to develop curriculum that aligns with current learning objectives. * Evaluate the effectiveness of existing curriculums and make recommendations for improvements where necessary. Ideal Skills and Experience: * Previous experience as a curriculum developer, specifically in education. * Strong knowledge of current pedagogical methods. * Proven ability to design and implement successful programs and materials. * Strong communication and collaboration skills. * Excellent organizational and time management skills. If you are passionate about education and making significant contributions to learning advancements, then this is th...

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    I require a professional and tailored e-commerce website constructed. This website is unique as it should integrate a teacher-student interface with a course feature. Key features required are: - A thorough product listing, enabling a smooth browsing expe...assignment submission and grading/feedback would be beneficial. Ideal freelancers would have robust experience in e-commerce website creation, with added skills in building comprehensive, user-friendly educational interfaces. A firm understanding of UX/UI design, web development capabilities (specifically, HTML, CSS, JavaScript, and knowledge of CMS platforms), are essential. Familiarity with LMS (Learning Management Systems) would also be ideal. Efficiency, attention to detail, and innovative thinking are highly valued for thi...

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    I am looking for a proficient Python developer extensively experienced in Deep Learning, particularly CNN (Convolutional Neural Network), for a critical cyber security project. Your task will be to develop a system capable of efficiently identifying network intrusions. Specifically: - The system will focus on the detection of anomalies within the realm of cyber security. - User behavior data will serve as the primary source of analysis in the effort to pinpoint these intrusions. - The detection algorithm must be highly accurate, maintaining an efficiency level above 95%. Ideal candidates must have: - Proven experience with Python and CNN Deep Learning algorithms. - Previous work on cyber security systems or similar projects is a major plus. - Firm understanding of user ...

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    I'm looking for a skilled professional who can assist with the weekly creation and distribution of my email newsletters. The purpose of these emails is to send newsletters to my subscribers. You can earn over 9000$ Key Responsibilities: - Designing weekly newsletters: The ideal candidate should be able to create visually appealing newsletters with images, ensuring it's engaging and on-brand. - Managing distribution: In addition, you should be experienced in setting up and managing mass email campaigns, ensuring deliverability and tracking performance. Ideal Skills and Experience: - Proficiency in email marketing tools: You should be familiar with popular email marketing platforms for mass emailing such as MailChimp, Constant Contact, etc. You get % from every sale that comes ...

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    ...complexity. - 3D Printing: Knowledge of 3D printing is a must, as the model will eventually be printed. The model should be: - High-quality: I am looking for a detailed and high-quality final model. - Ready for 3D printing: The final model should be suitable and optimized for 3D printing. - I need STL and IPT files A little bit of adjustment is needed in the image attached which will be shared in chat. The printing machine available to me can print only 1 ft the total size of the sculpture is 3ft so the model should be modular as well. the model should be empty from the inside I will use this modal is mold. Ideal Skills: - 3D modeling: Proficiency in Blender, Maya, or ZBrush software. - Understanding of 3D printing: Ability to prepare models for 3D printing without ...

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    I am on the lookout for Romanian-speaking transcribers to contribute to a transcription annotation project. It will be your responsibility to correct transcription errors produced by a machine, ensuring the accuracy of dialogue and emotions, based on the speaker's original words. Key Responsibilities: - Check and rectify transcription quality - Preserve the accuracy of dialogue and emotions I'll provide detailed instructions and guidelines to follow for the transcription process. You will also be supplied with reference materials to better understand the context of the dialogue. Ideal Skills: - Proficiency in Romanian language - Experience in transcription - Attention to detail - Ability to understand and convey emotions accurately.

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    The Blue background and Shadows in the attached imaged are to be turned into White. All other items remain same colour. Final Output file to be PNG

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    I am in urgent need of an expert who specializes in setting up and configuring Microsoft Azure tenants. The following deliverables are expected: • Migrate the application f...the application from tenant to  tenant. • Set up Virtual Machines operating with Windows Server, Ubuntu, and Red Hat Enterprise Linux • Arrange Storage accounts • Provide App Services The main purpose for the creation of this tenant will be to host infrastructure. Preference will be given to those who have vast experience in Microsoft Azure setups, cloud solutions, virtual machine configurations, and infrastructure management. Experience with the specified operating systems will be an added advantage. The project needs a swift turnaround, so those with immediate availability will be ...

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    I am in need of a proficient English tutor who can assist me in building up my Grammar, Writing, and Reading comprehension skills. This tutoring will be face to face and will pay $40 per hour. Key Requirements: - Excellent command over English Grammar, Writing, and Reading Comprehension. - Availabili...skills. This tutoring will be face to face and will pay $40 per hour. Key Requirements: - Excellent command over English Grammar, Writing, and Reading Comprehension. - Availability for 1-2 hours sessions every Tuesday evening. - Prior experience with tutoring Year 11 students will be an added advantage. Please note, this role requires a flexible and adaptive teaching method suited to individual learning styles. If you have the necessary skills and availability, I would love to hear...

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    Note my budget not more 20$ Requirements: Create custom chatbot web app ( including frontend backend) based on custom LLM model or open source huggingface API that can learning from people throughout chat

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    I'm looking for an expert in Odoo who can develop for me sample module to show how Odoo works. I am NOT new to programming, but I am new to Odoo. Some background information (not part of this project), my original task is that I need to convert some existing modules to Odoo. So I need to learn the structure, constructs, building blocks and architecture of Odoo. So, this project is a small learning assignment is for me to understand how the things are in Odoo. You need to build them and transfer the knowledge to me about how you have built it. I know ABC of python, so will not be a headache for you (hopefully). I want: Part 1: - Two new modules Classes and Students in Odoo. - Classes Module will have properties Class (String) and Room (String) - Students Module will have pr...

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    Game developer 6 days left

    ...want some serious but small help. I want to create a 2.5D platformer kinda game. I have a proper plan, map, story and all that stuff ready. I just want you to make the character moment and animation and just tell me how I can add objects to the map according to the limited 2D motion of the character but with 3D effects and world design, I'll do the rest of it. I'm just 18 and looking forward to learning Unity and Unreal. But I don't have enough money and resources. Please help me. The idea that I have for the game is actually promising and will surely work (I believe in it), because it's completely new with character and story design but from famous and exciting genre. We will share the profit made according to the contribution. But just please help me. I'...

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    ...Responsibilities: - Developing and programming an AI influencer that can create and share posts on Instagram - Ensuring that the content created aligns with my brand's vision and aesthetic - Implementing features that allow for audience engagement and interaction - Monitoring and managing the AI's performance and adjusting strategies accordingly Key Skills and Experience: - Proficiency in AI and machine learning - Experience in social media content creation and management - Understanding of the fashion and lifestyle industry and trends - Proven track record in developing successful social media marketing strategies - Strong communication skills to maintain engagement with the audience I'm looking for a freelancer who can bring creativity and innovation to...

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    Hello, I need to make Sawdust pellet Machine from Karachi Pakistan. I need to find a person or mechanic who can make this Machine. Please look machine video. You task is to find mechanic or person who can make this machine for me. Location: Karachi Pakistan

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    I'm looking for a skilled image editor who can elevate the quality of my real estate and landscaping images. The main goal is to enhance the images for website display. Key Requirements: - Apply artistic color grading: The images need to look natural and realistic, so the color grading should be subtle yet effective. - Professional manipulation: The images should be edited to remove any imperfections and enhance their overall appearance. Ideal Skills: - Proficiency in using effects plugins: Experience with plugins is a plus as we aim to make the images stand out. - Creative eye: The ability to make the images look realistic yet compelling is crucial. - Previous experience with real estate and landscaping images is a bonus. The final edited images should be of high quality...

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    I'm in search of a complete script for a courier system that offers multiple shipping services. I need a ready-to-implement solution that allows managing various types of shipments, such as express, standard, scheduled, international, among others. Ideally, the script should include features such as real-time shi...scheduled, international, among others. Ideally, the script should include features such as real-time shipment tracking, integration with different transportation companies, automatic calculation of rates based on weight and destination, as well as the ability to generate shipping labels and manage online payments. If you have a script that meets these requirements or similar, I look forward to learning more details and exploring how it can be adapted to my specific ...

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    I am in need of professional image editing for 51-100 Fast-Moving Consumer Goods (FMCG) product images to be used for e-commerce listings. The editing would involve removing backgrounds, adjusting colours, and ensuring the product is positioned against a white background. All final images must be in PNG format. Ideal skills and experience include: - Proficiency in professional image editing software - Experience with FMCG products - Great attention to detail - Previous experience in e-commerce related image editing Quick turn-around while maintaining high quality is a must.

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    ...Remote Control: Enable remote control of welding robots. Algorithm Development: ● Welding path Algorithm: To determine optimal welding path based on seam recognition ● Coordinate Algorithm: For coordinating movements of multiple robots. ● Path Planning: For smooth and efficient robot movement ● Collision Detection: collision detection to prevent robot clashes ● Learning capabilities: include machine learning capabilities to improve algorithm over time. User Interface: ● ​Simulate Button: User-friendly interface with a prominent ‘simulate’ button ● ​Real-time-monitoring: Include monitoring tools to track progress during welding simulation ● ​Visualization: Enhance visualization of welding process for better user understanding ● ​Co...

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    I have a collection of images that I need entered into a digital database. The primary goal for this project is to create a digital archive. Ideal candidates for this job should: - Have a strong attention to detail to ensure accurate input of data from images. - Be efficient and organised to keep the data entry process smooth. - Ha...collection of images that I need entered into a digital database. The primary goal for this project is to create a digital archive. Ideal candidates for this job should: - Have a strong attention to detail to ensure accurate input of data from images. - Be efficient and organised to keep the data entry process smooth. - Have experience with digital archiving and cataloging. Please note that the image data will be provided via the following method: - ...

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    Kulvinder here is $150 for now work on the fencing the transformer, I will send image of disconnect switch and also pepsi machine

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    I'm looking for a...young audience. Key Requirements: - 3D Animation Experience: Proven experience in developing 3D animations is essential. You should be able to showcase a strong portfolio of similar, high-quality work. - Understanding of Children's Needs: An understanding of the needs and preferences of children is crucial. The animation should be both educational and captivating for a young audience, making learning fun and engaging. - Creative and Innovative: I'm looking for someone who can bring fresh ideas to the project and can think outside the box when it comes to educational content. The ideal freelancer for this project would be a 3D animator with experience in creating content for children. Prior experience in developing educational animations would be...

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    I'm looking for a...young audience. Key Requirements: - 3D Animation Experience: Proven experience in developing 3D animations is essential. You should be able to showcase a strong portfolio of similar, high-quality work. - Understanding of Children's Needs: An understanding of the needs and preferences of children is crucial. The animation should be both educational and captivating for a young audience, making learning fun and engaging. - Creative and Innovative: I'm looking for someone who can bring fresh ideas to the project and can think outside the box when it comes to educational content. The ideal freelancer for this project would be a 3D animator with experience in creating content for children. Prior experience in developing educational animations would be...

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    As our chosen freelancer, you will be provided with an image and tasked with providing us with various formats of the image (AI, PNG, PDF, PSD, EPS, SVG, JPEG). This includes adjusting resolution, cropping if necessary, and preserving colours and design elements accurately. Additionally, we ask that a professional business card incorporating the revised image is created (information on business card includes email address and phone number which can be provided once business card design is finalised). We ask that you are open to collaborative revisions until the final product meets our satisfaction and that the task is completed by the end of the week. Please submit the revised image and variations of the business card and the best final product will be selecte...

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    ...Accelerate architecture. - The code should be able to run on CPU-only mode, on a single GPU machine, and also on multiple-GPU machines. The GPU's are all Nvidia. - The code will need to be tested on my machines (CPU-only machine; machine with single-GPU; and machine with multiple GPUs) and execute smoothly without error using my datasets. If the code does not execute out of the box, you will need to log in to my computer to set it up to ensure smooth running. Pytorch environment under PyCharm/Ubuntu is already set up. These two links should give you an idea of what Huggingface Accelerate is: Ideal

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    I'm experiencing an issue with my ESP32 software, written in C++, where it consistently hangs on the first screen. I need a developer to dissect and fix the root cause of this problem. The ESP32 runs a program that allows users to control levels of a gas coming through a tube. I mixes 100% CO2 with room air. When the machine starts up it goes through a calibration process and gives a message saying "Don't put on the Mask". After the calibration process then it allows user to adjust the time/session duration. After editing some code it is getting stuck on the "Don't Put on the Mask" message during calibration and not getting to the next screen. When my other developer compiles the code on his computer it works fine on the same device. However wh...

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    I have a code implemented in Python that I need to convert to JavaScript code. Key Requirements: - Convert Python based machine learning model to JavaScript. - Ensure seamless integration with the existing JavaScript codebase. - Maintain the accuracy and integrity of the model during the conversion process. Ideal Skills and Experience: - Proficient in both Python and JavaScript. - Experience in machine learning model conversion. - Strong understanding of neural networks. - Prior experience with integrating Python and JavaScript. I need a freelancer who can complete this task efficiently and effectively within 2 hours

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    I have a code implemented in Python that I need to convert to JavaScript code. Key Requirements: - Convert Python based machine learning model to JavaScript. - Ensure seamless integration with the existing JavaScript codebase. - Maintain the accuracy and integrity of the model during the conversion process. Ideal Skills and Experience: - Proficient in both Python and JavaScript. - Experience in machine learning model conversion. - Strong understanding of neural networks. - Prior experience with integrating Python and JavaScript. I need a freelancer who can complete this task efficiently and effectively within 2 hours

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    Very basic Salesforce Project 6 days left
    VERIFIED

    I am creating a student enrolment management system for learning purpose and need guidance of someone who knows about salesforce and have made something like it earlier. It's a very basic project, no experience required, It might not required more than 2 hours of time. If you know about object creation, tabs, profile management, tab and field security, you are welcome to apply for this project.

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    I'm seeking an academic or professional writer/editor with a keen eye for detail and a strong understanding of APA formatting. The project includes: - Reviewing and potentially restructuring m...around 7000 words - Ensuring the paper is logically structured and effectively conveys its message - Making necessary changes to improve the overall quality of the paper - Ensuring that the paper adheres to APA style guidelines The ideal candidate would have: - Proficiency in academic writing and editing - Prior experience in conducting systematic reviews - A good understanding of the role of learning a second language in identity construction - Familiarity with APA style guidelines for academic papers - Strong attention to detail and ability to provide meaningful feedback on content...

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    Python programming and machine learning in 2 to 3 days. It requires data pre-processing and data cleaning. The machine learning model will need to be developed. And a relevant report will need to be completed, in 2 to 3 days. The data and details will be provided

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    I am in need of an experienced Facebook Ads specialist who can assist me in creati...can assist me in creating engaging ad campaigns designed to generate leads and target older adults. This project entails the following: - Developing a robust strategy for audience segmentation - Conceptualizing and creating impactful Facebook Ads - Optimizing campaigns for lead generation Experience with the following is preferred: - Thorough understanding of Facebook Ads Manager - Proven track record with lead generation campaigns - Understanding of how to effectively reach an older adult demographic - Strong creative and strategic thinking skills Please note, the client has not specified a preference for image, video, or carousel ads, therefore flexibility and proficiency across all ad ...

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    I have a JPEG image flowchart that needs to be converted into a Word document. Here’s what you need to do: - The flowchart must be created to match as the attached image - The text must be extracted from the image and put into the Word document. - The formatting of the text should mirror the image’s formatting. - All images and graphics from the JPEG should be included in the Word document as well. I need someone who is proficient in Microsoft Word and preferably has experience with image-to-text conversion. Your attention to detail is crucial to make sure that the document looks exactly like the image.

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    ...New England Patriots and the players and announcer dialogue would be authentic. - Compatibility: The software should be compatible with major gaming devices such as PC, Xbox, and PlayStation. Ideal Proficiency: - I envision this software as an advanced level tool, offering a wide range of customization options and possibilities for gamers. Skills and Experience: - Proficiency in A.I and machine learning to execute the customization features seamlessly. - Strong knowledge of gaming, game development, and its technical requirements. - Experience in developing software for PC, Xbox, and PlayStation. - Familiarity with FPS and sports games, understanding their unique customization needs. The software should be user-friendly, intuitive, and robust enough to handle the de...

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    I'm after an experienced JS developer with a deep understanding of working with Audio, Video, and Canvas within the React framework. An expert in JavaScript will be ideal for this task as there will be a need to integrate these technologies. Below are the specifics: * Proficiency in JavaScript, since it will be another key component of this project. * Thorough understanding of how to create engaging, interactive features. Discuss $70 ~ $100 income per month in long-term business. te1&eg ram: SuperEngineer2000 While I don't have specific aesthetic preferences, a clean, intuitive design approach that enhances the overall user experience would be beneficial. If you have a portfolio with relevant work, I would love to see it. All in all, I seek someone who is not only techni...

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    I'm in need of a versatile virtual assistant with a beginner's level experience who can dedicate a robust 10-20 hours per week to assist with a diverse set of tasks. These tasks include, but are not limited to: - Making phone calls - Various marketing tasks - Accounts management - Data entry Continuous employment, paid weekly based on hour sheet....tasks. These tasks include, but are not limited to: - Making phone calls - Various marketing tasks - Accounts management - Data entry Continuous employment, paid weekly based on hour sheet. Flexible hours, long term position. A successful candidate would be an efficient multitasker and capable of handling responsibilities in a professional manner. If this profile fits you, I look forward to learning more about your qualifica...

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    I'm seeking a professional experienced in reinforcement learning and microgrid control approach. The main task involves creating a system capable of monitoring and optimizing two key parameters: the power output of a generator and the state of charge (SoC) of the battery within the microgrid control system. Ideal candidate will have: - A strong background in reinforcement learning. - Proven experience with microgrid systems. - Understanding of energy management, specifically load shedding, power scheduling, and voltage regulation. Expected outcomes of this project should include: - A sophisticated microgrid control system capable to adapt within changing conditions. - Real-time optimization of the generator's power output and battery SoC. - Efficient control acti...

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    Note my budget not more 20$ Requirements: Create custom chatbot web app ( including frontend and backend) based on custom LLM model that can learning from people throughout chat

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    I'm currently working on a project for one of my Artificial Intellige...project for one of my Artificial Intelligence courses and would like some assistance. The main objective of the project is to develop an AI search algorithm and implement AI solutions using Python. Requirements: - Knowledge of AI search algorithms - Implement AI solutions in Python - The project will focus specifically on machine learning, so a solid understanding of this area is essential Ideal Skills: - Proficiency in Python - Strong understanding of AI and machine learning - Experience in developing AI search algorithms - Ability to implement AI solutions in Python The project is quite urgent, so prompt availability would be appreciated. I'm looking for a professional who ca...

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    I am looking for a skilled graphic designer to create a logo for my ABA company. Here are the specifications: - Colors: I want the primary colors of the logo to include Blue, Green, Gray, and B...Blue, Green, Gray, and Black. Grey and black should be used subtly to add depth. - Emotions: The logo should invoke a sense of professionalism and trust. You can display these through your choice of design elements, typography, and color palette. - Symbols: I am open to various ideas, but I specifically do not want a puzzle piece used. Explore use of symbols or icons that represent growth or learning besides the examples provided. Ideal candidate should have experience in logo design and a good understanding of color psychology. Your portfolio showcasing previous work will be greatly ap...

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    This project involves designing an LMS website primarily for online course delivery. Requirements include: - Addition of specific features focused on training management, such as course scheduling, attendee analytics, and storage for training materials. - Proficiency in WooCommerce, specifically in crafting login instructions. Ideal candidates should possess skills and exper...training management, such as course scheduling, attendee analytics, and storage for training materials. - Proficiency in WooCommerce, specifically in crafting login instructions. Ideal candidates should possess skills and experience in: - LMS website design with a focus on user engagement. - Implementing WooCommerce notifications. - Creating effective login instructions. - Building interactive learning env...

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    I worked incredibly hard for over a year to bring you a top-notch learning program with Freelancer.com that was never revealed before… It's not just about teaching you everything I know and sharing my journey to the #1 amongst 70 million people; it's also about connecting you with a great community.. Once you complete the program and pass the test, you'll earn an exclusive badge that very few people get.. But.. Also, you get all of the following INCLUDED with NO HIDDEN COST in a YEARLY price of 129 USD: ➡️ Be among the elite few to earn the new IFC badge on your profile so that you can stand out! (Upon successful completion of the test) - Priceless! ➡️ Unlock hours of groundbreaking video content I’ve been working on for months that's nowhere el...

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    I'm seeking a freelancing expert on deep learning algorithms and network security to develop a methodology tailored for intrusion detection. Your main task will focus on writing a novel deep learning methodology aiming to enhance network intrusion detection accuracy and efficiency. The ideal candidate must have advanced expertise in the following areas: - Deep learning algorithms design and experimentation. - Network traffic data analysis, particularly for IDS - Intrusion detection systems (IDS) and Cybersecurity. - Proven hands-on experience in network traffic data processing. Here is what you will do: - Design a unique deep learning methodology for intrusion detection. - Develop an evaluation/testing protocol. - Run experimental tests and analyses o...

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    I am looking to have a custom scoreboard application created for a robot hockey competition. This will run off a Windows machine and will need to made full screen. It will be controlled with keyboard inputs. It should look something like this: The scoreboard app should have a countdown timer, goal counts, and penalty. It will need to play sounds at certain intervals and also communicate with WLED via JSON. Here is the PRD:

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