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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 advantage....

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    ...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 models. - Strong data analysis skills, including the ability to write complex queries and perform statistical analysis. - A thorough understanding of A...

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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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    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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    ... OpenCart, PHP, MySQL etc in the various systems used?  Opencart V1.52 PHP Version 5.6.40 (any other newer version won’t be supported by the platform) MySQL - 10.4.28-MariaDB Laravel V5 … custom interface Active cron jobs running   2. What is the server spec & software versions? RAM, CPU, disk space etc. Full Software list here:  https://xxxxxxxxx/ We run a dedicated machine and resources can be allocated on demand… as minimal requirements: 4Gb RAM, OctaCore 3.2Gb CPU, 100Gb space (bkp included)   3. Any APIs integrated & Any Data grabs between and other 3rd parties including any internal systems. Is just the Kashflow API no other 3rd parties form what we know   4. Any other 3rd party systems (including internally) that the ...

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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 guiding me th...

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    Hi Jay - been a long time since we interacted. But I want to let you know that we still use the excel file that you created for us way back in 2017. Its been our main stay. I have another Excel file which requires formula to effect colour change in cells under various conditions. Knowing you, it might be just a 10 or 15minute assignment. Would you be able to help. Thanks. Vish

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    I am seeking a skilled freelancer to assist in the finetuning of a Language Model (LLM) tailored to our specific use case. Our requirement involves ensuring compatibility with functionality calling, enabling seamless integration into our existing systems. Skills Required: Proficiency in Natural Language Processing (NLP) and Machine Learning (ML) techniques. Experience in finetuning Language Models, particularly with models like GPT (Generative Pre-trained Transformer). Strong understanding of functionality calling and integration within software systems. Ability to conduct thorough testing and validation procedures. Excellent communication skills and attention to detail.

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    I am in need of a unique, simple, and effective logo for my machine finishing and spray painting firm. Key elements to be included in the design are a spatula and a paint gun, symbolizing the work we do. Attached I am sending a photo of what the work looks like and the gun and spatula. Key project specifications: - No specific color scheme preferences as the question was skipped, hence creativity and professional judgement will be important. - No specific font preferences as the question was skipped, emphasis is on readability and clarity. Ideal freelancer will have: - Proven past experience in logo creation (previous work references may be requested). - Experience using professional design tools. - Ability to propose detailed project timelines and deliverables.

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    I'm seeking an experienced web developer to create a functional hospital website. The main features should include: 1. **Online Appointment Booking** - Patients should be able to book their appointments online. They need to have the capability to select from a calendar-based schedule, pick a time slot, and check for doctor's availability before confirming their appointment. 2. **Doctor's Schedule Display** - The website should clearly display each doctor's schedule, assisting patients in making informed decisions when booking appointments. 3. **Patient Medical Records Access** - A crucial component of the site will be a secure section for patients to access their personal medical records. The records should contain comprehensive details such as lab results, d...

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    I require a skilled brochure designer who can craft a compelling piece targeting business owners. The focus of the brochure should be on emphasizing the benefits of my vending machine service, particularly its convenience. The design should be professional, appealing, and persuasive enough to convince the targeted audience of the value our service adds to their businesses. Ideal skills and experience for the job include: - Expertise in brochure design - Experience creating marketing materials for B2B services - Ability to creatively highlight service benefits - Understanding of what appeals to business owners.

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    Cloud computing & VM 6 days left
    VERIFIED

    Freelancer Wanted: Cloud & Virtual Workspace Architect Upgrade your business infrastructure with a secure and efficient virtual workspace! We are seeking a skilled cloud computing and virtual machine (VM) expert to design and set up a secure virtual workspace for our growing business. The ideal candidate can: Analyze our business needs and recommend the optimal cloud platform (e.g., AWS, Azure, GCP) for our operations. Design and configure a secure virtual workspace using VMs, ensuring smooth operation of essential applications. Optimize our cloud setup for cost-effectiveness and scalability to support future growth. Provide ongoing maintenance and support, guaranteeing optimal performance and security. Bonus points if you: Have experience with Paper Sp...

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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 advantage....

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    I require a proficient CAD designer to create a model for a compact fabric coating machine. This machine's main purpose is to augment the durability of fabric. Its unique features should include: - An adjustable setting mechanism to manipulate coat thickness - The capacity to handle fabric sizes above 2 meters Ideally, designers with experience in mechanical or industrial design, particularly in textile machinery, would be the best fit. They should understand the intricacies of fabric coating machinery including efficiency, maintenance, and user-friendliness. Deliverables will include a comprehensive CAD model and design documentation.

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    ...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 journal research papers. * Anyone with past experience as a research assistant will be highly appreciated. NOTE: Please only apply if you hold proficiency in Python programming, have past experience in research-related tasks, and have intermediate experience in algorithms. Familiarity with ML and ...

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    *READ the attached .docx it's better explained. * For this project, this is just meant to run on any given localhost machine as a project. I'm in need of a skilled developer to build an application for a project. The main focus will be on exploiting the 'Academic World' dataset, incorporating relational (MySQL), document (MongoDB), and graph databases (Neo4j) which will be provided. Key Functionalities: - See .docx (My Approach) Section This is a project-based task, so I don't think there's a need to implement complex user authentication or intricate access control. Candidates with experience in web-based application development using MySQL, MongoDB, Neo4j will be ideal for this project. Understanding of library management systems and dataset manip...

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    I'm looking for a skilled 3D designer who can create a unique 3D Slingbow/Hand Reel. The pu...below) but that fit Ocularis Plugs: - Front of Slingbow needs to have outward angle to function as cuban hand reel: - Angled Thumb Grooves on both sides like on the Scout XT: - Slot for Arm Brace such as is shown here: This project offers a unique opportunity to create a versatile tool that can be used for both hunting and fishing, so I'm looking for a designer who can bring creativity and practicality to this project.

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    I'm in need of a software that can help create rain effect videos from a small number of images. The primary purpose of this video software will be to create brand promotion content. Key requirements: - The software should be able to generate realistic rain effect videos from images. - The output should be high-quality and suitable for promotional purposes. - It needs to be user-friendly and easy to operate as I have a tight deadline. The ideal candidate for this project should have experience in video editing, software development, and have an understanding of visual effects. A quick turnaround time is highly preferred as I need this project completed ASAP.

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    Trophy icon Dynamic Racing Track 3D Render 6 days left

    We install Hot Wheels and Barbie vending machines We need to make this area look great! The idea is to put this style track on the floor and up the wall at the back. - Create town map on floor - Town map should go up the back wall - This is for kids to get a car from the vending machine and play on the track with it - This has to be scaled to the correct size - The space and measurements can be seen in the attached image of the space - A Flat Printable file will be required to send to our print company

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    I am facing a recurring issue where PrivateGPT, which used to run smoothly on Ubuntu 22.04.4 LTS on Windows 11, is now crashing repeatedly. This problem began after a series of file ingestions and proves persistent as it happens every time I now attempt to start up the software. Specifically, a Runtime Error is delivered, preventing the program from carrying on. I am looking for a freelancer with: - Exceptional problem-solving skills - Extensive experience with Ubuntu and Windows 11 - Advanced understanding of PrivateGPT In your application, I am particularly interested in your past experiences related to diagnosing and repairing similar technical issues. Looking forward to your assistance in resolving this issue. Thank you.

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    I'm looking for a gifted graphic designer who can transform my simple sketch into a clean, minimalistic logo. This logo will be utilized across my website, social media accounts, and print materials. Key Details: - Colour Scheme: The logo should align with a blue and white color scheme to match my ...my brand. - Design Style: Aesthetically, the design should be minimalistic, favouring simplicity and clarity. Ideal skills and experience: - Experience in minimalistic logo design - Knowledge in maintaining design consistency across different platforms - Strong grasp of color theory, especially blue and white blends Your artistic vision combined with these specifications will set the mood and effect of my brand. Let's convert a simple sketch into a captivating blue and whit...

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    ...deploying applications on Google App Engine. Key Requirements: - User Registration and Login: We'll need a smooth, secure system for users to create accounts and access the platform. - Integration with Third-Party APIs: The website should seamlessly communicate with external APIs to enhance its AI capabilities. The website's primary goal is to serve as an AI platform. Therefore, the incorporation of Machine Learning capabilities is essential. Your responsibility will be to ensure these features are not only functional but also user-friendly. Ultimately, I'm looking for a developer who can help me bring a unique vision to life. Experience in AI-related projects and a keen eye for user experience will be a significant advantage. If you're ready to take on thi...

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    I'm looking fo...two clients and a server. The purpose of the system is to both train and update a machine learning model. The clients will provide textual data for the learning process, and the system should ensure utmost data privacy and security without the need for data encryption. Key requirements: - Development of a federated learning system with a server-client architecture - Incorporating tools for machine learning model training and update - Handling of textual data from the clients for the learning process Ideal skills and experience for this job: - Proficiency in machine learning model development - Previous experience with federated learning systems - Strong understanding of data privacy and security in machine learning - Excellent communicati...

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    AI-Driven Crypto Logo Design 6 days left
    VERIFIED

    I'm looking for a seasoned graphic designer to help me create an abstract crypto logo inspired by aspects of artificial intelligence. Key elements should represent neural networks and machine learning. More specifically: - The logo design should be abstract and sophisticated, echoing the complexity of AI. - A monochromatic color scheme is preferred to maintain a professional and refined aesthetic. The ideal candidate for this job is someone with: - Extensive experience in abstract graphic design - Deep understanding of AI concepts and how to visually represent them - Skilled in creating monochrome logo designs Combining these elements, the goal is to reflect the cutting-edge technology underlying cryptocurrency and artificial intelligence.

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    ...an open model capable of detailed data analysis and user interaction. Work with audiovisual data to ensure models are accurately transcribing, analyzing, and providing insights based on the archival content. Assist in integrating AI tools that can automate the cataloging and preservation processes to enhance the archive's accessibility and interactivity. Requirements: Proven experience in AI, machine learning, or data science, especially in NLP and clustering algorithms. Familiarity with Google Cloud Platform, especially Vertex AI and Speech-to-Text services. Strong programming skills, preferably in Python or another relevant language. ...

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    I want a report about a mechanical design project. Report format is provided as: • Free body diagrams • Static calculations • Stress analysis • Fatigue analysis for rotational components • Machine components design/selection • CAD drawings of whole assembly • Technical drawings • Parts list • FEM analysis of the whole structure

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    ...AI methods against multiple cyber threats in cloud environments. Here’s what I have in mind: • Focusing on the following cyber threats: - Data Breaches - Identity Theft - Malware Attacks • The research should incorporate AI methods: - Machine Learning - Deep Learning In the depth of your research, scrutinize the role of these AI methods; indicate their strengths, weaknesses and how they could mitigate the mentioned threats. Ideal Skills: • Solid understanding of Cloud Technologies • Deep knowledge of AI, machine learning, deep learning • Proficient with Research/Writing • Familiarity with cyber threats and security Your informed solutions and recommendations will not only score their effectiveness but al...

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    Trophy icon Boxing show promotion 6 days left

    Flyer need for boxing show promotion. Theme is Michael Jackson Thriller ( just to avoid using Michael Jackson face, so use like silhouette or side of face or bad is good). The good is just put it in a boxing ring and make the text like the work "THRILLER" show in example of images. Please make is entertaining for boxing an...with thriller zombies Make it pop and use the theme, use the thriller txt. (Date) November 2024 Please get creative and use elegance and vivacious quality like vegas style. Attached give you style fo boxing flyer I'm looking for. And there are example image of michael jackson and thriller images. Find what you can online. These are just examples. The logos must be used and be great if have 3D effect. you can change it to gold and black or silver...

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    ...Provide buy/sell and hold recommendations for shares Your expertise will be challenged in integrating news sentiment into the predictive model. Proficiency in utilizing cutting-edge AI and data mining technologies to derive insights from news articles and other reliable sources is desired. The ideal freelancer would have proven experience in financial analysis, sentiment analysis, big data, machine learning, and AI. An understanding of stock market dynamics and the impact of news sentiment on stock movements will be highly beneficial. Your ultimate goal is to develop a working robust prediction model that provides early warnings of market fluctuations, helping take preemptive measures. The model needs to give buy/sell and hold suggestions on a daily/weekly manner in order t...

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    I am in need of a skilled team of 10 freelancers experienced in annotating audio files. This d... This data annotation project will play a crucial role in training an artificial intelligence model to understand and interpret audio. Key Project Details: - 500 hours worth of audio to annotate /10 freelancers - Audio format: MP3 - class to annotate: music, speech, other Ideal Skills and Experience: - Proven experience in data annotation, particularly with audio files. - Familiarity with machine learning model technologies. - Excellent attention to detail in order to ensure the highest level of accuracy. - Capacity to meet deadlines. Each annotator will have one week to annotate 50hrs We need a very accurate results and it will be checked by external system to evaluate the accu...

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    Game Requirement Character : Male, full animation: Idle, run, attack, jump, die… Provide full UI and Game Asset Provide full sound and effect Number Map: 8 Number Boss: 8 Enemy for each map: 4-5 ( with full animation: idle, run, attack, die… ) Provide Game icon. Intergrate with Admob in game Intergrate shop IAP in game. Game can run on Mobile and PC also. Game resolution: Hozirontal 1920x1080

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    ...all your files on their server (attached server IP addresses). However, it's unknown if the attacker made a backup of these files (i doubt). I also kept a log of each deleted file (arranged by workstation name), if you are interested to know what files were exposed. ## Advice for Future: If you must check out & run the project files, it's best to do it in an isolated virtual machine. You can set up a virtual machine within your OS to provide a sandboxed environment for testing projects safely. Additionally, always exercise caution when downloading and executing files from unknown or untrusted sources (Project owners fall into this category). ## My Efforts <} You can thank me by changing your bid content to a thank-you message :) After all, it was an ex...

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    I'm seeking a proficient machine learning specialist to collaborate on developing a predictive model. The aim is to forecast match outcomes using variables such as the playing XI, match location, and date. I possess datasets from historical test matches, and the goal is to create a model that can accurately predict match results based on user input data for the playing XI, match location, and date. While the dataset doesn't explicitly include playing XI information, it is implicitly available. I have initiated some groundwork on the project, which I will share with you to provide a starting point. Additionally, I'll provide further details as needed throughout the project duration. Key Tasks: - Develop a model capable of predicting test cricket match outcomes. - The ...

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    Fix Bugs on my Laravel Shop 6 days left
    VERIFIED

    install laravel on my machine install lunar > laravel fix bugs i will provide docs just to make it easier for you.

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    I urgently need an expert in data mining to execute a machine learning project using the RapidMiner tool. Two different algorithms that we have covered in the course are to be used in order to ascertain the optimal model. Key Tasks include: Task: Perform supervised machine learning/data mining using TWO different appropriate datamining algorithms learnt in the course and determine the best model. You can use either XLMiner OR RapidMiner tool. Procedure to be followed: A. Select a dataset having minimum 500 rows of data and should have at least 6 predictors (after cleanup). - Implement Supervised Machine Learning/Data Mining - Work possibly with Numerical Data, Categorical Data, or Textual Data. Further clarification will be provided later. - Compare models to determi...

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    I'm looking for an experienced developer to build an AI-powered invoice and payment management software, intended to simplify invoice creation, dispatch and tracking via WhatsApp and a website. This AI technology software should incorporate: - Natural Language Processing - Machine Learning - Image Recognition The software's core functionalities should include: - Tracking Payments: Capability to monitor and keep records of customer payments - Generating Reports: Produce regular, insightful financial reports - Automated Invoice Creation: Convenience of automated invoice creation Applicants are kindly requested to highlight their relevant experience while submitting their proposals. Your experience and knowledge in developing similar software will be key to the success of...

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    I'm in need of a skilled programmer who can develop a software system that will replace an existing flash dongle licensing system. The primary goal of this software will be to manage and verify the licensing of our software. Essential Features: - Compatibility: The software must be Windows-compatible. - Licensing System: The software should implement a hardware-based activation system to ensure the protection of our software. Ideal Skills and Experience: - Proficient in software development for Windows environments. - Experience in developing hardware-based activation systems. - Knowledge of software licensing systems. - Strong understanding of encryption and security protocols. - Ability to create a user-friendly interface for license management. I'm looking for s...

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    ...both a mobile app and a web application. The primary goal is to enhance our ability to track and analyze sales data effectively and efficiently on multiple time scales (daily, monthly, yearly). Key Features Required: Sales Tracking: Ability to log and review sales data segmented by day, month, and year. Product Specific Fields: Custom fields to input specific data for each product, including machine make and model. Customer Purchase History: Detailed records of each customer's purchase history. Reminders: Automated reminders for follow-ups or crucial tasks related to sales tracking. Analytics and Reporting: Tools to generate insights and reports based on the accumulated data to aid in decision-making. User-friendly Interface: Both the mobile and web apps should be intuitiv...

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    Description: We are seeking a skilled Blender artist to create a custom geometry node that generates waves on a plane, resembling the effect of water droplets falling onto a surface. Current Progress: We have an initial setup that generates a basic wave-like pattern, but it needs significant enhancements. Requirements: Customization of Waves/Droplets: Ability to specify the number of waves/droplets, which should appear at random positions on the plane. Boundary Constraints: The outer edges of the plane must remain flat without any elevation from the waves. Falloff Control: The waves should decrease in intensity with distance from the center of each droplet impact. Randomized Intensity: While the falloff should be consistent, the peak height of each wave should vary randomly. Deli...

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    I'm looking for a proficient data science analyst for my project. The main goals of this project are: - Predictive Modeling: I aim to create actionable insights from a comprehensive set of numerical, categorical, and time-series data. Ideal Experience and Skills: - Expertise in predictive modeling techniques (Note: the specific method has not been decided yet. I'd appreciate your insight and recommendations during bidding). - Experience in handling and processing various types of data: numerical, categorical, and time-series. - Strong analytical skills with the ability to collect, organize, analyze, and disseminate significant amounts of information with attention to detail and accuracy. Please provide a concise summary of your experience in predictive modeling and how you h...

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    Our website sells products that need exposure on search engines and other websites that are looking for our products specifically. We demand results, there are a lot of services out there that say they increase traffic but have little effect hence why we need an expert. Key Responsibilities: - Increase traffic to the website - Add quality backlinks to other websites - Drive sales - Have our products show on google images Ideal Skills: - Experience in increasing web traffic to a website - Understanding of search engines - Understanding of increasing web traffic Your results will be monitored using tools to see if there is any increase

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    We are currently seeking an AI prompt engineer with a rich product content background. The successful applicant will be able to train our artificial intelligence system to generate human-like content based on the current state of our website's products, pro...is more valuable to users. Qualifications and Requirements: 1. Bachelor's degree in computer science, artificial intelligence or a related field. Master's degree preferred. 2. Extensive experience in training artificial intelligence models, especially in generating human-like codes. 3. Proficient understanding of current SEO practices. 4. Familiarity with Natural Language Processing (NLP) and Machine Learning technologies. 5. Excellent problem-solving skills and attention to detail. 6. Outstanding editing and co...

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    I'm in need of a game developer proficient in Adobe Flash, specifically for creating an Android puzzle game. Your tops skills should include game app development, integration of ANEs into the game application, as well as implementing In App Purchases and Rewarded Video Ads. The game should include: - 10-20 unique levels. - Feature of earning and collecting coins and points. - Successfully incorporating In App Purchases. - Including Rewarded Video Ads. Your previous experience in designing and developing Android puzzle games will be a plus. I am looking for individuals who can create engaging, challenging yet achievable game levels and can ensure smooth functionality of the integrated features.

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    I'm seeking a professional fluent in Arabic to handle text annotation of social media posts. The annotations will be utilized to enhance a machine learning model. An ideal candidate will have the following qualifications: - Proficiency in the Arabic language and understanding of social media posts. - Background and experience in text annotation. - Insight into machine learning data applications. - Diligence and attention to detail to ensure high-quality annotation for optimal ML results.

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    I'm looking for a skilled developer who can create a comprehensive Facebook Birthday Reminder and message service for me. Key Features: - ***Multi-Channel Reminders:*** I want the system to be able to send reminders via email, Facebook Messenger, and SMS. It's crucial that the reminders are timely and reliable across all these channels. - ***Customizable Messages:*** The system should allow for the creation of customized messages. I'd like to be able to personalize messages with the recipient's name, include photos or GIFs, and have access to a library of pre-written message templates. - ***Scheduling:*** The ability to schedule reminders in advance is a must. I am looking for a system that allows me to set up reminders for multiple birthdays at a time, and have them ...

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    I'm see...various ML + DL algorithms for future prediction and Obtain better results in term of accuracy, precision, F1-score, RMSE, ME, MAE, RMSE, MAPE etc then already applied models * Step 3: Documentation of the work, along with a discussion to validate the model's usage and justify it as a Scientific research. Ideal Skills & Experience: * Proficient in Python programming language * Prior experience in Machine Learning and Deep Learning algorithms * Anyone with Past Experience as a research assistant will be highly appreciated Please only apply if you hold proficiency in Python programming ,Have past experience in research related tasks and have intermediate experience in Algorithms. Familiarity with ML and DL techniques and an ability to effectively visualize...

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