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    I am conducting research and need an in-depth review of deep learning algorithms. You don't have to cover every algorithm created, but I need you to provide detailed analyses of the most critical and influential ones in the field. You should: - Have extensive knowledge and experience with deep learning and its algorithms - Be able to critically analyze and explain the workings of these algorithms - Provide comprehensive details, including strengths, weaknesses, and possible applications - Organize the information in a clear, scholarly format suitable for academic research. A background in computer science is appreciated, especially if you've focused on machine learning and data analysis. You should be familiar with technical writing and know how to present complex ideas...

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    I am in need of a professional with experience in shed design and construction. I have a large storage shed plan I need reviewed and sealed. Key requirements: - Review and seal existing large storage shed plans - Ensure the plans meet local building codes Ideal Skills: - Knowledge of building codes and regulations - Experience with shed design and construction - Strong attention to detail - Professional and clear communication If you have experience with large storage shed design and local building codes, please get in touch.

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    Objective: Convert actual images into realistic renderings using the Midjourney platform, maintaining the original poses (side and front views). Gender Variations: Develop two versions for each pose: one with a male model and another with a female model. Attire: ...Quality Expectations: The images must be highly realistic and detailed, faithfully capturing the essence of the original poses. It is crucial that the proportions and physical characteristics be natural and precise. Delivery: The images should be provided in high resolution, suitable for use in marketing materials and digital presentations. The prompt used for generation will also be needed. Review Criteria: Revisions may be requested based on the accuracy of the pose, the quality of realism, and the suitability of t...

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    I'm looking for a skilled web developer to redesign and optimize my Shopify store, while also checking and adjusting all the store's settings. Key Project Elements: - Redesign: The current theme needs to be updated with fresh, modern design elements. - User Experience: Enhance navigation and overall user experience to encourage engagement and brand loyalty. - Optimization: Imp...feedback system to boost engagement and trust. Ideal Candidate: - Proven experience with Shopify store design and optimization. - Strong portfolio demonstrating successful redesign projects. - Understanding of UX/UI principles and e-commerce best practices. - Skillset in website optimization techniques for faster loading times. - Familiarity with implementing additional features like chat support and ...

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    Description: I am looking for a highly skilled occupational health and safety professional to review and analyze incident investigation reports related to construction sites, with a focus on health, safety, and environment (HSE) aspects. The ideal candidate will have a strong background in occupational health, safety, and environment, particularly in construction sites encompassing civil, electrical, and mechanical works. Key Responsibilities: 1. Review and analyze incident investigation reports . 2. Provide detailed feedback point by point on the reports, highlighting areas for improvement. 3. Conduct root cause analysis (RCA) of incident reports if required, to identify underlying causes and contributing factors. 4. Ensure confidentiality of sensitive information related t...

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    I need a knowledgeable and skilled writer to write an engaging education piece about different types of waiting room ...should cover three types: office, hospital, and salon waiting room chairs. Here's what I need within the writing: - In-depth summary about each type of waiting room chair - Discussion on the design and aesthetics - Examination of the comfort and ergonomics - Analysis of durability and maintenance -Target range: 1,200 to 1,800 words Candidates ideally will have previous experience in product review or informational writing, and a keen eye for detail. Knowledge and understanding of furniture design and ergonomics would be a bonus. This project requires concise, clear, and informative writing. Your ability to engage readers while covering the aspects liste...

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    ...Impact on Indoor Air Quality Insulation's Role: Properly installed insulation improves indoor air quality by reducing drafts, minimizing dust infiltration, and preventing moisture buildup. Steps for Air Quality Maintenance: We take measures to ensure that insulation materials used are non-toxic and do not emit harmful VOCs (volatile organic compounds) into the indoor environment. Next Steps: Review Agreement: Provide a summary of the proposed insulation solution and associated costs. Set Date: Schedule the installation date that works best for the customer. Make 30% Down Payment: Explain the payment process and secure the initial deposit to confirm the insulation project. Let's work together to create a presentation that will empower our sales team and drive our m...

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    ...sketches and information in a PDF presentation, that will contain justifications of the design decisions considering also the alternatives. 3. Deliver developed design details of the selected concept, with floor-plans, sections, elevations, perspectives, assumed other engineering systems (structural, HVAC, plumbing, electrical, mechanical, etc), specification of construction/building system and solutions for walls, roof, windows, exterior door, exterior finishes in AutoCAD dwg file format and narrative format. Deliver a realistic 3D render of the building exterior in its actual surroundings and a 3D render of the interior space and provisional furniture in a working file. Deliver a bill of quantities and a cost estimation (model) of the building. *Required capabilities and ex...

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    We are an e-commerce company with a WooCommerce store. We are looking for an experienced freelancer with expertise in WooCommerce and internet security to analyze our store and protect it from attacks. **Liabilities:...increase security. - Installation and configuration of security plugins. - Provide training to staff for optimal use of security tools. **Requirements:** - Experience in the field of e-commerce and specifically WooCommerce. - Expertise in network and web security. - Ability to easily communicate with our staff and provide training and support. - Ability to provide evidence-based suggestions and solutions. If you believe you have the necessary experience and skills for this position, please submit your CV and a short message describing your experience and how you ca...

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    I'm seeking someone to install and setup TokenLite script on my web server. The script is already purchased from Envato. Key responsibilities: - Review and understand the specifications of the script. - Successfully install the script on the Web Server. Ideally, you will have: - Proficiency in web servers. - Experience in installing scripts - Excellent problem-solving skills. Your proposal should include a brief description of your experience with TokenLite and the process you'll use for this installation. Estimated time to complete the project is highly appreciated.

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    I'm in need of a skilled WordPress developer to create a new look and feel to some existing websites. The redesigns are under 10 pages. You'll use content from the client's existing site, social media and online listing such as Google My Business. I will upload WordPress with a Divi onto a temporary domain in my hosting account and provide you with WP admin access. I like using the Avanti theme. The end result will be an improved layout, aesthetics, and call to actions. I prefer to pay $100 per project, expect to get the sites completed within 2-4 days and usually assign 1-3 projects per week. If your bid is accepted, we'll start with one project and see how this works for both of us. Please post your actual bid, we're not negotiating, for me to ...

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    ...generate leads and drive traffic to our website, smoomer.com. This campaign is specifically targeted at Disability Law Firms. I will be using CloselyHQ () to manage this campaign. Familiarity with this platform is a huge advantage. The main message we want to convey to this audience is our expertise in AI solutions that can benefit and improve their operations. This should be done in a way that resonates with them, highlighting how our solutions can address their specific needs and challenges. Ideal skills and experience include: - Proven experience in LinkedIn marketing, particularly targeting B2B professionals - In-depth understanding and experience with Closely for LinkedIn marketing Reference: for more info about

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    ...series (FLUX) database for storing and querying data. - Predictive analysis reports: From the processed data, the expectation is you will be able to generate predictive analysis reports. Ideal candidates would be individuals with deep knowledge of Fast API Python and InfluxDB for real-time data analysis and trend predictions. Your ability to not only manage but also find and implement bespoke solutions to challenges within the realm of time-series data analysis will be vital. The Data has to be collected using MQTT Broker by observing various Topics , Later the Topic data will be extracted and Saved into Time Series Databases . During the Storage monitoring real time data and its various topics are required which will further be used to notify Administrators or Clients for ...

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    I am looking for a skilled Python engineer to create an engine which is capable of finding pre-defined Data Points (DP’s) within the PDF file. Objectives for the system: 1. It has to be completely offline (no online solutions will be accepted); 2. System has to be integrated with LLM (Llama or similar); 3. LLM must be capable on answering questions (via chatbot interface on GUI) on: a. DP’s; and b. Text it read while it was scanning the PDF and looking for DP’s; c. Previously read documents related to the same client. 4. DP’s are to be saved to SQL table; 5. We need a dashboard, to train the engine on finding DP’s in the document. Current problems: A. Large part of documents are scanned, but regardless if the document is scanned or not, it’s all...

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    ...Power metal, Death Metal, Doom Metal, Heavy Metal, and Progressive Metal and more. Requirements: - A strong understanding and passion for heavy metal music and its subgenres. - Excellent writing. - Ability to meet monthly review targets. - Keen attention to detail and accuracy. - Prior experience in writing album reviews is a plus. If you're a dedicated heavy metal fan who can deliver insightful, engaging reviews on a regular basis, I'd love to hear from you. More Review Rules and Guidelines will be displayed in the review creation tool. PS:The use of AI in writing the review is strictly prohibited, even if it's partial, such as just a paragraph or sentence. All reviews will be analyzed through different mechanisms regarding this aspect. Yo...

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    ...System (LMS) have recently fallen victim to a malicious hacking incident. As a result, our hosting environment has been compromised, leaving our digital infrastructure vulnerable. We are urgently seeking an experienced and trustworthy freelancer who can assist us in rectifying this issue. The tasks involved are multifaceted and require a comprehensive approach: 1 - Malware Detection and Removal: Conduct a thorough scan of our website and Moodle files to identify and eliminate any traces of malware or suspicious code. 2 - Platform Upgrades: Upgrade both our WordPress website and Moodle LMS to their latest stable versions to ensure robust security and optimal performance. 3 - Secure Transfer to New Hosting: Migrate our website and Moodle instance to a new Virtual Private S...

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    I'm in need of a skilled designer to create a logo for us. Our company specializes in providing innovative IT solutions and services to businesses of all sizes. We're looking for a logo that reflects our commitment to cutting-edge technology, reliability, and customer satisfaction. The logo should convey professionalism, trustworthiness, and modernity. It should be clean, versatile, and memorable, capable of representing our brand across various platforms and mediums. We envision a design that incorporates elements related to technology, such as circuits, binary code, or abstract shapes that evoke connectivity and progress. Overall, we're seeking a logo that captures the essence of our company's expertise and dedication to helping our clients succeed in the digi...

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    I'm bringing together an exciting project that involves coding, database development, and in-depth photo processing. - **Coding & Software Development:** I require a skilled full-stack developer. Although I haven't specified a preferred language or framework, expertise in Python, Java, PHP, or sim...resizing and cropping images. - **Image Decoding:** It's essential that you're able to decode images via CAD or similar software. - **Advanced Editing:** You must be an expert in image decoding and manipulation. I'm looking for a professional with a strong background in coding, database development, and advanced photo processing. The ability to work through challenges and provide creative solutions is a must. If you have experience in simil...

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    I need a structural engineer with experience in modifying roof trusses to incorporate access stairs to the attic. My requirements are: - Attic space is large with 7'9" ceiling with no current stair access. - Location of the stairs is not a concern. They can be situated anywhere in the attic. - The stairs don't need to have specific features such as built-in storag...current stair access. - Location of the stairs is not a concern. They can be situated anywhere in the attic. - The stairs don't need to have specific features such as built-in storage, a folding mechanism, or non-slip stair treads. Please provide evidence of previous projects you have completed that are similar to these requirements. A willingness to brainstorm practical and aesthetically pleasing solut...

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    Hello and Thank you for being here have a docker command I need to run with - - build-arg VERSION=${VERSION} I have VERSION=3.0.0 in my .env and trying to make sure I reference that ? How do I do that ? is something missing ? We can do a 2nd Milestone if you like and we can talk about that together Will give a 5 Star Review when this is done and will write such inspiring words for you, when done. Please understand; there is hope you can give your “best” price; been unemployed, and have cancer with bills backing up, $10 possible? Please note $10 is the max total that I can handle for this (doing hourly reduces % fee). Will leave a Glowing paragraph of feedback 5 stars : - ) My funds are low but will pay quick and leave 5 stars. Please give your best possib...

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    I require a professional to design and host a single-page, informational website featuring an engaging landing page. The focal point will be a meaningful text description that encapsulates my content. Additionally, the site must include a simple contact form to facilitate communication with visitors. Potential freelancers should have previous experience in web design, hosting and form setup. Skills in creating powerful and concise textual content are highly desirable.

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    I'm in need of a ...template created in tailwind and would like to create a homepage (``) like the image attached to this job posting. We only need the homepage created. Layout 2-3: We have a simple feedback form and would like to create a layout similar to, The layout for 2-3 does not have to function exactly as the demo, as we only care about having the ability to add and review request. If you think you can help create the above layouts using tailwind css, would love to chat. When applying for this job please only include relevant previous work samples (tailwind UI, tailwind css, etc.). Simply state if you can do this task and provide an estimation on how long such task would take you. Looking forward to hearing from you and looking to hire asap

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    ..."404 Error - Page Not Found" shows up when trying to access any pages on my website. - The issue arises intermittently, without a discernible pattern. - Once the issue is fixed, it remains resolved for around 1130 hours, before resurfacing. Your Task: - Identify the root cause behind this recurring issue. - Implement a permanent fix to ensure the error does not resurface. - Conduct a thorough review of the website to ensure all pages are loading properly. 1- My wordpress website, is showing OOPS, Page Not Found issue. One developer said its caching issue and he fixed it for me and then it works for some few hours and on next day, it stops working and showing the OOPS, Page Not Found. First, I need a PERMANENT fix for this issue. 2- For projects and Services, the la...

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    I need an experienced professional to create both interior and exterior renderings for residential property. The purpose of these renderings is purely for architectural visualization, not for marketing or renovation purposes. Skills and experience required: - Proven expertise in architectural visualization, specifically for residential properties - Knowledge in building exterior and ...architectural visualization, specifically for residential properties - Knowledge in building exterior and interior rendering - High ability to detail and accuracy - Ability to follow instructions and capturing my vision accurately Let's bring this rendering to life, capturing both the charm of the exterior and the comfort of the interior of a lovely home. Past portfolio of similar work is required for...

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    ...residential properties. Key Project Elements: - More than 20 diverse rooms, designed considering their different functionalities. - Interior design should reflect the strong appeal of modernity, saved within the external medieval architectural aesthetics. - High-end, seamless technology integration within each room. - The castle should be highly secure, incorporating the most modern security solutions. - Energy efficiency is a must; the castle should be as self-sufficient as possible. Ultimately, the aim is to create a living masterpiece that artistically knots the grandeur of a medieval exterior, the eco-efficiency of modern living, and optimum security all in one majestic residential castle....

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    Dear Concern, I'm looking for a tech. person for below works, - Web design (5 to 7 page/Informative) - Logo design - Letter head design - Business/Visiting card design - E-mail templates design (Gide-line or assistance needed for automation email marketing) Need unlimited revision for all upper works I provide content, also Already have purchased  domain & hosting. Our Business : Chemicals supplying & treading Only for your reference to understand design with nature of business :

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

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    ...without impacting its performance or aesthetics. - Prioritizing power output over size or weight, meaning the final product can be robust as needed. Your role will be to: - Combine your expertise in electrical and mechanical engineering to create a prototype. - Ensure the final product is not only functional but also practical for cyclists to use. - Potentially provide suggestions on storage solutions for the generated power. Ideal skills and experience for this job include: - Proven experience in designing high-power dynamo/alternators or similar energy generation devices. - Knowledge of both electrical and mechanical engineering principles. - Familiarity with designing for bicycles or other sporting equipment would be a plus. Interview questions below are mandatory: Q1: If ...

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    ...**Performance Optimization**: The speed and overall performance of the site need to be improved. This could involve various tasks such as database optimization, image compression, code refactoring, etc. -**Upgrade to latest OpenCart version**. We're looking to upgrade this website to the latest version of OpenCart to ensure that we eliminate the security risks we are encountering. We will need to have hosting as well as extensions setup sufficiently to handle this update. The project is on an urgent timeline - thus, I'm looking for someone who can work efficiently and be able to provide quick turnaround on deliverables. The ideal candidate should have: - Proven experience in OpenCart, specifically with version 2.3 - A good understanding of e-commerce sites and the re...

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    ...potential investors for an explainer video. Key points: We have a finalized STL model of the shuttle car (dimensions and mechanisms are locked). Your focus should be on enhancing the interior and exterior for a realistic appearance. Bonus points for rigging the model and creating a short animation to showcase the shuttle car in action. Please include a link to your automotive design portfolio for review. ...

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    We are in need of a highly skilled Laravel expert team to continue development on existing web application! The specific Task - Requirements Document will be provided. Project will be developed by Phases(milestones). Selected team will be having opportunity to work for long term! Skills ...principles and best practices - Ability to work on a large-scale project and deliver high-quality results - Excellent problem-solving skills and attention to detail - Database Design & Management: The ability to design and manage a highly organized, efficient database is crucial. Skills that would be beneficial: - Thorough Laravel expertise - Proven track record in creating reporting and analytics solutions !!!*** - Understanding of Git version control - Proven track record in creating datab...

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    I am currently experiencing a critical issue with my domain - my emails related to the domain are not functioning as they should be. Despite my website being accessible, this email malfunction is causing significant problems. I need solutions to this issue, urgently. The individual or company that takes on this task should be highly proficient in handling DNS-related issues, especially those revolving around email functionality. Skills and experiences required: - Expertise in DNS management - Experience dealing with domain-related email issues - Ability to work promptly, as this project is time-sensitive. Immediate availability is highly desired. The goal is to have my domain-related email functionalities restored as soon as possible. Please only bid on this project if you are ...

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    ...this software. - UI/UX Skills: While not mandatory, additional skills in user interface and experience design will be a big plus. This expertise will help ensure that the interactive elements of the VR backgrounds are intuitive and engaging. - Creative Problem-Solver: The ability to think creatively and solve design challenges as they arise will be highly valued. A track record of innovative solutions in your past work will be a significant advantage. If you believe you have the right skills, creativity, and experience for this project, I'd love to hear from you. I will own the copyrights to all work created for me. You will send me the completed source files, and completed project files and completed programs and work. I will own the copyrights to all the completed sour...

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    The developer must be able to create an app that can ... 1. open a video of a wrestling match. 2. app will be able to "mark" various spots within the wrestling match that will interest an evaluator. 3. the marks are created by clicking on a button where the evaluator must go to review. 4. The app will create a score using Google Sheets. We are seeking a skilled video editor to mark several training videos using a custom screen. The marked areas will not only serve copyright protection interests but also provide necessary instructions to aid in understanding video content. Key tasks include: An ideal candidate would have noteworthy experience editing training videos and a solid understanding of copyright protection. A flair for seamlessly conveying instructions throug...

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    We are hosting a Dungeons and Dragons (DnD) themed interactive fiction writing contest to test our new tool, with which anyone can turn a story idea into an interactive narrative. We are hosting the contest to get 1) some great writers onto the tool (don't worry - you retain full rights over your work!!) and 2) to get feedback on the tool we've been building. Hence we are seeking participants. One of the categories of the contest is DnD, so I'm looking for fans of DnD specifically. People who have experience either playing the game or DMing. The theme and settings of your contest submissions should revolve around the legendary world of DnD. If you like, you can also add RPG elements, as the tool, for example, allows for dice rolls, inventory, character attri...

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    Spanish Recording Project We have a project, that needs Native Spanish speakers, we will give you the text, and you need to record just 20 short sentences. you just need to download our software, to read our text and record it, it's a very easy job. 3USD For 40 short sentences recording. Every sentences is 2 word. Note : Need only Male Span...the text, and you need to record just 20 short sentences. you just need to download our software, to read our text and record it, it's a very easy job. 3USD For 40 short sentences recording. Every sentences is 2 word. Note : Need only Male Spanish speakers for this project. If you are interested please let me know sure.I will contact u. A Good Opportunity For New Freelancers For taking 5 Star Review after their completion of th...

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    just a quick review of the github code... to ensure that the code we got from our project is in the sections you recommended vs one block of code and documented properly - Laravel and Json is the frontend /backend. the application is working mostly - so no need to troubleshoot - just like a 1 to 2 hour lookover was kinda my vision. Expecting about 2-3 hours review. Please confirm if you can do both frontend and backend.

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    I'm seeking an HVAC expert with a solid background in energy efficiency and maintenance troubleshooting. The core focus of this consultation will be for commercial buildings. The successful freelancer will be able to: - Offer insights on energy-saving strategies with HVAC systems and suggest possible improvements. - Identify potential maintenance challenges and recommend solutions to avoid potential future breakdowns. The ideal candidate should have extensive experience in the field, especially in dealing with commercial premises' HVAC systems. In your application, please detail your relevant experiences in HVAC consultation. I have a Honeywell LCBS Control System with five RTU's that provide air to 31 salon suites and goal is to get the system as efficient and com...

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    I am in need of a proficient programmer who can create a website to promote our campground The primary features of the website are: - A user-friendly booking system. - A repository of detailed campground information. - User reviews system for added credibility. - Image gallery to showcase the campgrounds. The primary purpose of this w...I want to ensure the website can attract every kind of camper, from families to solo travelers and adventure groups. Ideal skills and experience for this job include: - Proficiency in web development, particularly in e-commerce and booking system implementation. - Strong understanding of database management. - A creative approach to web design. - Prior experience in creating and managing user review systems. - Knowledge of UI/UX design for a broad...

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    I'm seeking an experienced developer capable of creating a Telegram bot that exclusively supports the Ethereum cryptocurrency. The bot should be able to execute and log user commands regarding their Ethereum holdings. Essential features include: - Checking balances - Sending Ethereum - Receiving Ethereum Additionally, I need a Php admin dashboard that includes: - Robust user managemen...includes: - Robust user management capabilities - Detailed transaction logs - Sending message to bot users - Interaction with specific users through admin Ideal candidates will have extensive experience working with Ethereum, Telegram bots, and Php programming. Knowledge of cryptocurrency transaction procedures is also indispensable. Preferably, your portfolio should include similar projects for...

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    I am in need of a professional auditor who specializes in evaluating performance metrics specifically in the field of customer satisfaction. Your main task will be to identify the strengths and weaknesses, and suggest viable improvements in our customer assessment processes. Key tasks include: - Comprehensive review and evaluation of our existing customer satisfaction assessments - Identifying strengths and weaknesses in our current methods - Proposing improvements to enhance our customer satisfaction At the conclusion of the audit, I would like the results to be presented in the form of presentation slides. The presentation should be detailed, clear, and easy to understand. Ideal Skills and Experience: - Proven experience in auditing, preferably with a focus on customer sa...

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    I'm seeking a skilled researcher with expertise in mathematical modelling to conduct a thorough literature review. The review should encompass the following: - Data Analysis: A detailed examination of different data analysis techniques and their application in mathematical modelling. - Modeling Techniques: A critical assessment of various mathematical modelling techniques and their strengths and limitations. - Real-world Applications: An insightful overview of how mathematical modelling is applied in real-world scenarios and its impact on decision-making processes. The review should be meticulously compiled from reputable scientific journals and academic papers. I envision the review to be 3000-4000 words in length, demonstrating a strong command of the su...

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    ...Prime module on the "Odoo 16 entreprise" platform. We are seeking someone with a strong experience both from a functional and technical standpoint, capable of understanding and optimizing the existing architecture while providing creative solutions. Responsibilities: Deep understanding of the existing architecture and code. Finalization of the website theme using the Prime module. Optimization of the theme and Odoo configuration for an optimal user experience. Close collaboration with our team to understand specific needs and provide tailored solutions. Requirements: Proven experience in web development with Odoo, particularly with the Prime module. Mastery of programming languages and web architecture concepts. Ability to work independently and meet deadline...

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    I'm in need of an experienced Salesforce consultant to guide me through the process of publishing my managed app on AppExchange. Key Responsibilities: - **Security Review Preparation:** I require assistance in preparing my app for the Security Review process. Your role will be to ensure that the app meets Salesforce's security standards and requirements. - **Licensing Questions:** I'm looking for someone who can answer my queries and provide guidance on licensing considerations. Ideal Candidate: - Strong experience with Salesforce Lightning is a must. - Proven track record in successfully publishing apps on Salesforce AppExchange. - In-depth knowledge of security standards and licensing on Salesforce. - Excellent communication skills to effectively guide m...

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    300 backlinks with 40+ DA. 3 times report in a month. Every 10 days report.

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    I'm looking for a skilled web designer to create a modern, minimalistic tourism w...interactive map feature that will allow users to explore various destinations and get a feel for the area. - Booking System: A booking system to enable users to make reservations and plan their trips efficiently. - User Reviews and Ratings: A user-friendly review and rating system to provide feedback and ratings on the destinations featured on the website. The ideal candidate for this project should have a strong portfolio of modern, minimalistic website designs and previous experience with interactive map integration, booking systems, and user review functionalities. Excellent UI/UX design skills and a good understanding of the tourism industry would be a big plus. Looking forward to ...

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    ...tools. Knowledge of cryptographic techniques for verifying signatures. Ability to write clean, maintainable code, and to integrate existing libraries effectively. Strong problem-solving skills and attention to detail. Desirable: Experience with sandboxing techniques within Linux environments. Previous work on similar update mechanisms or version control systems. Caveats: Existing IoT solutions that run scripts which require specific kernel modules are known to NOT work in our Linux environment; eg. mender, amazon iot, snapd won't work; however golang programs are known to work. The program needs to be in Go The size of the program needs to be within reasonable limits to be able to run within a raspberry pi environment. Must be based in the UK This project...

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    ...our roundwood dataset, consisting of approximately 1200 samples. The primary objective is to classify each sample into quality classes B, C, or D, with B representing the highest quality and D the lowest. Each sample requires thorough examination and precise labeling, accompanied by a detailed explanation for its classification and an estimation of uncertainty. Responsibilities: - Data Labeling: Review each sample in the dataset and assign it to the appropriate quality class (B, C, or D) based on predefined criteria. - Explanation: Provide a comprehensive description for each sample's classification, detailing the specific features and characteristics that led to its placement in a particular quality class. - Uncertainty Estimation: Assess and document the level of uncertai...

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