Miner gpu işler

adresindeki yazılımı biraz daha geliştirmek istiyorum: dogecoin logoları bakiyeye doğru uçacak kazma da kazabilir bunun hareketli gifini bulabilirim ya da yaparım bakiye dakika da bir artacak: tam ekran admobs reklamları çıkınca kazım duracak kullanıcı play tuşuna basınca kazım devam edecek.

Merhaba ethereum miner yazabilirmisiniz

Selam hocam, bana ethereum gpu miner lazım. Sizin için uygun bir proje olurmu? Open source projelerden birisini kullanarakta bitirebilirsiniz.

Benim belirledigim bir Bitcoin Pool da worker i otomatik tanımlayacak şekilde CPU veya gpu üzerinden Hash edecek çok kişinin kullanacağı Windows masaüstü ve android uygulama kaynak kodu istiyorum. Mümkünse c# tabanlı, opengl ve webgl üzerinden çalışacak bir uygulama.

cookie clicker adlı oyunu bir çoğunuz biliyordur bilmiyorsanız proje hakkında bilgi sahibi ol...olacak ve dünyaya bastıkça insan üretilmeye başlanacak insan üretmeye başladıkça beşeri unsur olan yapı ve beslenme gibi şeyleri insanlarla yapmaya başlayacaksınız ve o sırada para kazanmaya başlayacaksınız oyun insan üretmeye bağlı para kazanmaya paralel gidicek.Dünya bir insan üretme sınırı içerisinde olacak ve ondan sonra mars-jüpiter gibi tüm güneş sistemi galaksilerine erişiceksiniz bitcoin miner adlı oyun'a bir göz atmanızı istiyorum ayrıca biraz daha iyi fikir sahibi olabilirsiniz.Tüm grafik ve kodlama işini yapacak birini arıyorum maksimum 1 ay içerisinde uygulamayı tamamlayabilecek biri...

I urgently need a C++ developer to assist in expanding my project. Your task will be to implement a unique feature which requires capturing low-level screenshots directly from the GPU. The key responsibilities include: - Developing a new, specialized feature that captures and handles GPU screenshots. - Ensuring the smooth and efficient performance of this new feature. It's beneficial if you have prior experience with similar GPU-related tasks and a solid understanding of C++ programming, API integrations, and screenshot capture techniques. Please bid now if you believe you have the skills and can deliver swiftly.

ONLY RESPONSES THAT ADD...implementation are unknown as the previous question was skipped. In terms of hardware, my setup currently includes Windows and GPU. Thus, the successful freelancer should have experience working with these specifications and will consider this in the implementation process. The ideal freelancer should have an extensive background in Stratum v2 protocol, have efficient problem-solving skills, as well as have a competent understanding of mining software integration and optimization. Experience in working with Windows and GPU hardware is also a major plus. IN YOUR RESPONSE LEASE include - (1) how have you configured and set-up "tproxy in windows? (2) Have you used Awesome Miner? Have you used Minstrat? ONLY RESPONSES THAT ADDRESS THESE...

I'm in need of a skilled data miner who can help to extract certain details from a vast range of Shopify products. Your mission, if you choose to accept it, is as follows: - list products that contain non-English writing or words in text and videos - Organise and sort these findings for simple review - Identify and list any products filled with non-English language in the description, pictures or images - Compile lists of products that aren’t currently making top-seller lists - List any products can not be delivered in eight days or less. Please note that tractors and food vans may take up to two months to deliver. - List any products that are not suitable for industrial purposes/non-commercial products. Ensure that the products you are considering are meant for commerci...

I'm looking for a skilled Python developer with experience in GPU programming using CUDA to assist in a project that involves image processing and data analysis. - I have a python code and I need to modify it to work with GPU the code takes an image changes its pixels one by one and each pixel change calculates new image hashes if images hash satisfies some specs it save image and code ends. this is whole python code is doing now. it is a 40 lines code. very simple for someone who knows how to code on cuda.

I need a proficient data miner to help me extract student leads from the following websites - , college , , , mbauniverse.com. Key Information to Extract: - Student contact numbers As I require this data urgently, a prompt turnaround time is essential. Freelancers should possess the following skills and experience: - Expertise in web scraping - Familiarity with the aforementioned websites - Can deliver a high level of accuracy - Can ensure data is categorized correctly. Applications from freelancers who can demonstrate past experience in similar projects will be looked upon favorably. Immediate availability is preferred due to the urgent nature of this project.

I'm in need of a developer who can compile a Windows Exe file for the Real-ESRGAN GitHub project. The Exe file should operate on CPU, and accept command-line. Currently, the GitHub project offers only a GPU exe file, hence the need for a CPU version. GitHub link for Real-ESRGAN:

...working). So as such no extra work is needed in it. The locking period is 3 working days. It can be checked on the admin as it is already functional. (Just need to check) The sales amount to be transferred to the miner’s bank account manually and once the payment is done admin should update that on the miner’s table which would show the process as completed on both admin and miner dashboard.

I am in need of an experienced data miner to help me gather information on businesses to drive sales for thermal paper on my website. Key Requirements: - Target Audience: The primary focus of the marketing campaign will be businesses, therefore, I need data specifically about businesses. - Data Format: The data should be organized and presented in a Google Sheets document. Specific Data Points: - Contact Information: This includes names, emails, phone numbers, etc. - Purchase History: Information on previous purchases or interest in similar products. - Industry Type: The businesses' specific industry or sector. The ideal candidate for this project would have prior experience in data mining, particularly with a focus on B2B marketing. Familiarity with the thermal paper indust...

I'm looking for an expert in Bitcoin mining with ASIC Miners. I already have the hardware required, but I need help to set it up. Key responsibilities are: - Assisting with the miner setup process - Configuring the miner to work with my chosen mining pool The ideal freelancer for this project should have: - Extensive experience with Bitcoin mining - Experience setting up ASIC miners - Knowledge about effectively joining and configuring miners for a specific mining pool Your guidance will greatly contribute to the success of this mining operation. I'm excited to learn from your expertise.

...for remote work where we can collaborate comfortably. This setup is ideal as I am keen to learn from the process. • Location: The job will require on-site work. The exact address will be provided upon selection. Laptop Specifications: • Model: Origin EVO15-S • Exterior Color: Gunmetal • Motherboard: EVO15-S • Display Type: 15.6” QHD 240Hz sRGB 100% • CPU: Intel Core i9 12900H • GPU: RTX 3080 • Memory: Corsair Vengeance 64GB Kit (2x32GB) DDR5 4800MT/s SODIMM • Operating System: MS Windows 11 Home • Operating System Drive: Corsair 4TB MP600 PRO XT GEN 4 • Audio: Integrated High-Definition Audio • Networking: Intel Dual Band Wireless-Wi-Fi 6 AX201 + BT M.2 Required Skills: • Wi...

...specialized on a specific industrial sector, it is necessary that it is trained on a set of additional documentation, for example using a RAG (Retrieval-Augmented Generation) mechanism. Consider that I have approximately 10,000 documents in pdf and word format for a total of approximately 1 TB. As part of the work, the freelance shall provide the specifications for a server (e.g.: RAM, Memory, GPU...) on which deploy the LLM and to carry out the LLM training. Once trained, the LLM shall be re-trained periodically (e.g. every 6 months) on updated set of data. In general, training could be repeated several times. The application shall implement a token consumption mechanism in order to implement a pay-per-use business model. When a user makes a request, he consumes a certain numbe...

...deep learning, particularly in neural networks and NLP, sets the foundation for success. Technical Proficiency : With Python fluency and familiarity with AI/ML libraries and tools, including LangChain, OpenAIs GPT, TensorFlow, and PyTorch, you re equipped to innovate. Distributed Computing : Experience with distributed computing for AI is essential, as is the ability to navigate the complexities of GPU or TPU utilization. Software Engineering Know-How : A strong grasp of software engineering practices, from version control to CI/CD pipelines, ensures quality and efficiency. Problem-Solving and Collaboration : Exceptional problem-solving skills, innovative thinking, and the ability to collaborate effectively across teams are crucial. Ethical Framework : A solid understanding of et...

I am looking for Automatic Number Plate Reader on indian Plates i am looking for who can provide immediate solution no data available for training, so anyone who have done this before with good accuracy on standard and non standard plates can bi...Plate Reader on indian Plates i am looking for who can provide immediate solution no data available for training, so anyone who have done this before with good accuracy on standard and non standard plates can bid. > vehicle Detection classification ( car, bus, truck, bike, auto) > number plate ocr of single and 2 line plate > green and yellow plate also consider. > need to run this solution without GPU, so we need solution which can run on ubuntu with lower config, openvino prefer only. who have already made this solution with...

I'm in immediate need of a skilled data miner to copy the results from 1,000 Google search links into a Google Sheets document. TASKS: - Mining data from 1000 Google search results - Transferring these results into a Google Sheets document REQUIRED DATA: - The URL of the website - Additional details such as Company name, Address, and Phone numbers ALL TOGETHER INTO ONE CELL DESIRED SKILLS/EXPERIENCE: - Competency in data extraction - Proficiency with Google Sheets - Attention to detail is a must - Previous experience in a similar project would be beneficial Please note, I need this project completed ASAP. Flat fees; 10 NZD Please start your bid with 10NZD Thank you

I'm seeking a skilled data miner to gather an email list of over 5,000 chiropractors located in the United States. The source of this information can be any credible public directories, LinkedIn profiles, or industry associations. The following are my project requirements: - Gather email addresses of over 5,000 chiropractors located in the United States, - The list must be provided in a CSV file. I am in need of a ready data list comprising over 5,000 chiropractors in the United States, meticulously compiled with the following details for each entry: Email Address Contact Name Clinic Name Phone Number To be considered for this role, please provide proof of your past work and experience related to this type of project. Detailed project proposals will be highly appreciated. ...

I am seeking someone who can compile and create a simple Windows executable file for the Real-ESRGAN GitHub project. This executable should be capable of running on CPU, accepting commands via command line. It should be a standalone program, functioning without the need for an API, internet connection, or dependencies on other software. The GitHub project currently provides only a GPU executable file, which is why I require a CPU version. Real-ESRGAN GitHub link: " This version maintains the essential information while enhancing readability and clarity. It also includes a hyperlink to the GitHub project for easy reference.

...resolution and have short durations. I've customized the ffmpeg settings for the conversion process but it seems like my attempts are doing more harm than good. Here's where you come in. I need an expert to handle the optimization of the ffmpeg settings for the GPU. I am not looking for a quick fix and not necessarily to address the CUDA error right away, but primarily to set up a robust and efficient conversion system that will prevent such issues in the future. Ideal candidates should have: - Extensive experience with ffmpeg - Knowledge of GPU settings - Experience in dealing with memory issues - Patience to optimize until the best setting is found - Experience with video websites or adult content is a bonus but not essential So, if you enjoy solving pro...

I am looking for a skilled web3 developer who is able to build a dapp for our existing project. The primary functionality of the dapp will be a marketplace for GPU renting and lending. This project requires the following skills and experience: - Proficiency in web3 development - Experience in building dapps - Knowledge of token swapping - Previous work in creating marketplaces The key requirement for this project is connecting our existing website with web3 wallets like MetaMask and Trust Wallet. While the initial version of the dapp doesn't require extensive features beyond this connection, the potential for new feature additions in the future is substantial.

...virtualization. Our objective is to develop a permanent HWID (Hardware Identification) virtualizer capable of virtualizing various hardware IDs on a Windows-based system. Project Description: We require the development of a C++ program capable of permanently virtualizing the following hardware IDs: - Disks - Volumes - SMBIOS - UUID - BIOS Serial Number - Chassis Serial Number - MAC Address - CPU/GPU - TPM Module - MD5 - SHA1 - SHA256 - Memory - Windows Product ID The virtualizer should be designed to retain the virtualized HWIDs even after a system restart. A robust persistence mechanism should be implemented to ensure the virtualization is enduring. Furthermore, it is imperative that the program be cross-platform and compatible with various versions of Windows (...

I need an expert in ffmpeg & CUDA for fast video encoding. Optimized encoding commands need to generate MP4 files that are similar in size to downloaded videos, but the encoding process must be expedited via GPU usage. Key Requirements: * The result should be in MP4 format. * Video quality and encoding speed are crucial. * The target video resolution is 480p. Ideal Skills: * Extensive knowledge of ffmpeg and CUDA. * Experience in video encoding, particularly fast encoding. * Detailed understanding of optimizing for video quality and speed under specific resolution constraints(i.e, 480p in this case).

I'm seeking an experienced data miner to build an extensive B2B database containing more than 500 companies. It's important that the database includes specific categories of information for each company. Required Information: - Company name - Contact person details with email - Industry type Industries of Interest: - Market Research - Retail - Consumer Product The ideal freelancer for this job would be a proficient researcher with excellent data entry skills. Experience in building B2B databases and knowledge of the chosen industries is an added advantage. Your attention to detail, accuracy, and confidentiality will be key.

I'm in need of experienced Python programmers who can write a parallel computing project related to bitcoin mining. Your main goal will be to develop an efficient btcoin miner program. A strong understanding of blockchain technology and cryptocurrency development is essential for this project. Ideal Skills: - Expertise in Python - Knowledge of parallel computing - Experience in blockchain technology and cryptocurrency development - Familiarity with bitcoin mining Please provide examples of previous work in these areas when bidding.

I am in need of a blockchain developer who is experienced in setting up Bittensor mining nodes on cloud GPU infrastructures, particularly on RunPod.io. The project involves the following key areas: - Installation and configuration of the Bittensor mining node on - Troubleshooting and support as needed throughout the process The ideal candidate will have: - Proven experience in blockchain development - Specific experience working with Bittensor - Familiarity with and setting up mining nodes on it Understanding and experience with Linux is essential since that is the operating system being used for the cloud GPU infrastructure. Given the intricate nature of this project, the successful freelancer will be able to communicate well, work efficiently, and provide clear updat...

I am looking for an expert data miner to help me obtain a comprehensive list of the top 5000 most downloaded non-game applications across the US Android and Apple platforms. The data should be placed in an easily accessible CSV/XLSX format. Key Project Deliverables: - App Name - Developer Name - App Category - Support Email - Full, detailed App Description - Number of downloads (to be represented in range form, e.g., 0-1000, 1000-5000, and so on) - Average Review Score - Number of Reviews This project requires someone with extensive data scraping experience. Familiarity with both Android and Apple platforms is a must. The successful applicant will have a keen attention to detail to ensure no relevant information is missed and will need to maintain a high level of accuracy when...

Define the architecture and configuration for a small Data Center and related network with following characteristics: 1) Computing server with a GPU board, at least 64GB RAM and 2TB of memory to be used as a testbench for the development of Artificial Intelligence algorithms for image analysis 2) Equipment for creating a local network for minimum 15 workstations including firewalls, racks, routers, switches, ventilation system, 1 WAN access point. The network equipment shall be selected taking into account that it could be expanded and considering high level of security. Please indicate also SW to be installed for managing the efficiently and securely the network traffic and access. 3) Control room with a large wall monitor (for example composed by 4 screens) and two operator works...

...other sources. Important: models should be recent (from the last 9 years: 2015-2024), well known and having an research article about the model with results. Because we are going to benchmark them and get new results. Make sure all found models can be executed and re-trained in the free version of Google Colab using GPU environment. Models should not be too big or complex, it should comply with Google Colab free version limits. 2) Create a free version of Google Colab notebook using GPU environment. In notebook do the following: 2.1) change each model's architecture found at step 1, by appending(merging) our small tensorflow model: input_layer = custom_input_layer() hidden = (10, activation='gelu')(input_layer) hidden = ()([input_layer, hidden]) hidden

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I'm in need of a freelancer who is proficient in converting MATLAB Signal Processing programs into CUDA using GPU coder. Not just any freelancer, but one who has hands on experience using a Jetson Nano, with the CUDA toolkit already installed. The complexity level of the MATLAB program to be converted is intermediate, so it's essential you are experienced yet up for a bit of a challenge with your DSP skills. Key Skills: - Proficiency in MATLAB and CUDA programming language - Familiarity with the NVIDIA Jetson Nano - Experience with intermediate Signal Processing - Hands-on expertise in GPU coder

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I'm in dire need of a skilled and efficient data miner to pull out specific website, article content/information from various websites. Key Responsibilities: - Apply effective data mining techniques to extract names, emails, job titles of email contacts - The key source of the data will be done via manual data mining techniques -The training will be provided by me Essential Skills: - Proficiency in data mining and manual web scraping. - Solid experience in handling monotonous work - Easy to train and understand my method of content/data extraction from a multitude of websites. - Attention to detail to accurately extract the desired information based on my training. Necesito urgentemente un minero de datos capacitado y eficiente para extraer información/contenido ...

I'm seeking an experienced data miner for building a robust email database. The focus will be on pubs and bars across the entire UK. The purpose of the database is to facilitate marketing campaigns we’ve planned. Key requirements: - Compilation of only email addresses. No additional information such as the establishment's physical address, owner's name, or type of bar is needed. - The database needs to be exhaustive and cover all the significant areas in the UK, not restricted to any specific city. - Accuracy of the data collected is paramount as it's for marketing campaigns. Ideal freelancers would be those with previous exposure in email database creation, data mining, and ones who understand UK's pub and bar landscape. Ensuring data privacy norms ...

I am currently in need of an expert who can optimize a Unity 3D animation module for web-based usage. The purpose of the module is in the domain of education, it therefore needs to be modified to run smoothly even on low specs laptops without a dedicated GPU. The main tasks are to: • Improve the performance of 3D animation rendering • Adapt the module operability for web platform The ideal freelancer should possess the following skills and experience: • Extensive knowledge of Unity 3D, specifically the animation module • Experience in web-based Unity projects • Strong background in optimizing Unity applications for lower-end hardware • Familiarity with educational animation is a plus Your ultimate goal is to ensure that the educational animation ru...

Seeking a meticulous data miner for a detailed task. As an Accountant-focused organization, we're looking to expand our database. Here's what I need: 1. Collect contact information, specifically: - Indvidual accountant names - Email addresses - Phone numbers - Mailing addresses 2. Target Accountants as primary industry 3. Only include data from specified postcodes and regions of Queensland, Australia. Ideal freelancers should be: - Experienced in internet research and data extraction - Familiarity with Australian directories/specific websites would be beneficial - Accurate in data entry. As the accuracy of this information is crucial for our outreach, we need your work to be spot-on. If you're detail-oriented, savvy in hunting down elusive online da...

I need a skilled data miner who can meticulously scrape company names, and the first and last names of contacts from whalewisdom.com. The project involves data from all industries or categories. Your task includes: - Scrape company names - Extract first and last names of contacts Ideal skills for this project would include proficiency in data scraping and mining technologies, familiarity with , and quick, accurate data extraction capabilities. Familiarity with the structure and layout of company profiles across industries is a significant plus.

Description: We are seeking a highly skilled developer with expertise in C++, Tauri, Rust, or Go to create a sophisticated Android application designed for Bitcoin Stratum V2 mining. This project aims to provide a seamless and efficient mining experience by allowing users to enter their Bitcoin wallet address and adjust the mining intensity through thread selection. Key Requirements: Deep knowledge of C++, Tauri, Rust, or Go, with a proven track record in Android app development. Familiarity with blockchain technology, specifically Bitcoin Stratum V2 protocol, and an understanding of cryptocurrency mining processes. Ability to design an intuitive UI that includes input fields for the Bitcoin wallet address and thread count, a dynamic mining status dashboard, and potentially advanced setti...

I'm seeking an expert data miner who is highly proficient at LinkedIn scrapes. The project involves sourcing a list of 500 sales prospects from LinkedIn to support an upcoming sales and marketing campaign. Here are the requirements: - Extract Name and Job Title: To ensure I reach out to the right individuals, I need their official names and job titles. - Retrieve Company Details: Understanding the prospects' company name and industry is crucial for preparing personalized pitches. Hence, I need this info to be part of the list. - Gather Contact Details: If accessible and as per LinkedIn policy, I need to have prospective contact details. Care must be taken not to violate any privacy standards. - Organizing the data: For this particular project, I'd like the data t...

I am seeking a energetic data miner for detailed data harvesting regarding a list of provided football clubs across the globe. The ideal candidate should also be a proficient data entry expert informed about football club information. Key Responsibilities & Required Skills: - Harvest required details: stadium capacity, stadium name, at least three staff members, contact information (phone and email), and social media profiles (Facebook and Instagram) as well as their official website. - Experience in dealing with sports data, particularly football-related, is a plus. - Input gathered data into a spreadsheet in a coherent, organized manner. - Must ensure accuracy and integrity of data. - Proficiency in Excel spreadsheet management is a must. - The provided information must be up...

I'm looking for an expert in Bitcoin mining with ASIC Miners. I already have the hardware required, but I need help to set it up. Key responsibilities are: - Assisting with the miner setup process - Configuring the miner to work with my chosen mining pool The ideal freelancer for this project should have: - Extensive experience with Bitcoin mining - Experience setting up ASIC miners - Knowledge about effectively joining and configuring miners for a specific mining pool Your guidance will greatly contribute to the success of this mining operation. I'm excited to learn from your expertise.

...integrated GPU but unfortunately, falls with a dedicated GeForce NVIDIA GPU (see pictures). The code deals with compute shaders and parallel computing of a combinatorial problem. The OpenGL and GLSL versions in use are 4.3. I'm sending pictures how it gives me the proper output on integrated and the error shown for dedicated NVIDIA. The solver must have a dedicated GeForce GPU and should first present that the code also doesn''t work for him/her on the dedicated GPU !! The key functionalities in use are Buffer Objects and Compute Shaders. As such, I'm in search of a skilled developer who: - Has in-depth expertise in OpenGL 4.3 and GLSL - Is proficient in C++ - Possesses substantial experience in Buffer Objects and Compute Shaders - De...

...gameplay mechanics to be in your space-themed role-playing game? Resource management and trading, some promotions( Determined by a monthly selection ) All of the different roles have a distinct purpose. Hunger is also an important aspect of this Here is a list of the roles( I might add others in future updates ) Trainee: The role you obtain when you join the game. Find a Trainer to get hired Miner: The basic role after you get trained and briefed on the rules and guidelines. You will be sent down on a planet to mine minerals. *I will inform you on experience needed for you to implement* Cleaner: Another basic role. Trash will appear every 15 seconds. A penalty ( experience) will be issued if a piece of trash isn’t cleaned in time ( 5 minutes ) Cafeteria Worker: Th...

...Python notebook. - Train this model using PyTorch on the DeepLesion dataset. We won't focus on any specific subset of images - we want to include all available images in the training process. - If necessary, implement intensity scaling to ensure the highest quality image output. Skills and Experience Required: - Proficiency with Python programming - Experience with PyTorch and image processing and GPU - Knowledge of SR3 method would be a significant advantage - Familiarity with the DeepLesion dataset or similar would be beneficial By enhancing the quality of these images, we anticipate a substantial move towards improved outcomes in our project. The successful candidate should demonstrate success with similar projects, and substantial knowledge of image processing in PyTor...

I am in need of a game developer who can create a mining game, similar to Idle Miner Tycoon . The ideal candidate should be proficient in designing games for PC. I want a game where one can accumulate loot and operate a loot found and marketplace for selling within the game itself. While I have no rigid deadline, the developer should be committed to creating a high-quality product in a reasonable timeframe. Your experience with idle games would be a major plus for this project. Your responsibilities would include: - Designing an engaging mining game with options to acquire and sell loot. PC, mobile. - Although there are no specified gameplay mechanics from my side, feel free to use your creativity to add elements that could enhance the user experience. Skills Required: - Expe...

I need a skilled data miner to extract data from two websites, Website A and Website B. These extracted data require categorization based on their subject matter, and must be presented in a user friendly format to enable easy comparison and sorting. Tasks involved include: - Pulling all relevant data from both websites - Categorizing this data by subject matter - Ensuring this categorized data can be easily compared and sorted - Update data from both websites automatically in real time The ideal freelancer for this project would have excellent data mining abilities, along with experience in converting raw data into user-friendly formats. Knowledge of categorization by subject matter would also be beneficial.

I need a skilled UI/UX designer, preferably with prior Web3 design experience, to help me finalize the design of a website where AI agents and GPU nodes can be managed. The prototype design is completed and direction will be provided. Key Features: This project primarily includes the following pages: * The homepage of the website, * The page for registering a new Node, * The page for publishing AI agents, * The AI agents page, * Some documentation pages and pages for points, * The points leaderboard page (not yet designed). Prototype Design：

I need a skilled data miner to extract text data from two websites, Website A and Website B. These extracted data require categorization based on their subject matter, and must be presented in a user friendly format to enable easy comparison and sorting. Tasks involved include: - Pulling all relevant text data from both websites - Categorizing this data by subject matter - Ensuring this categorized data can be easily compared and sorted - Update data from both websites automatically in real time The ideal freelancer for this project would have excellent data mining abilities, along with experience in converting raw data into user-friendly formats. Knowledge of categorization by subject matter would also be beneficial.