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    I am seeking an expert in Python to develop a function that could efficiently extract certain information from a business card image. Here's what I need: Specific Requirements: - The function should extract the following information: Name, Email, and Phone number. - The business card information will be provided via scanned images. Some exemples of phone can include phone number from usa, eur and brazil (62) 99999-9999 Accuracy & Performance Standards: - The function should achieve a high level of accuracy, specifically over 80%. Ideal Skills & Experience: - Proficient in Python - Experience or familiarity with Optical Character Recognition (OCR) - Strong comprehension of image processing techniques - A keen eye for details to ensure high accuracy in data extr...

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    I need a Python script that can verify email addresses. The script will be used as part of a cloud-based service, so it needs to be lightweight and able to handle a high volume of requests. It should verify email addresses in real-time to ensure our users are entering valid contact information. Key Features: - Email Verification: The script should verify the validity of the email addresses. Ideally, I'm looking for a freelancer who has experience with: - Python programming - Cloud-based services - Email verification and validation - Working with high volumes of data Please provide examples of similar projects you have worked on and any relevant experience you have in this area.

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    To fully implement the architecture for the three models—profile creation, event creation, and matching events with user profiles—on devices using DistilBERT, let's detail each component, including the practical data flow and model interactions. This structure will ensure privacy, efficiency, and adaptability of the system in real-world scenarios. 1. Profile Creation Model Architecture: Input Layer: Takes raw user data including textual descriptions and user activity logs. Processing Layer: Utilizes DistilBERT to extract features such as interests, professional background, and preferences from textual data. Output Layer: Produces a structured user profile with categorized data such as interests (e.g., AI, outdoor activities), professional back...

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    ...adding two levels of difficulty to the game. Key Requirements: - Implement Tensorylov for AI: I need the freelancer to integrate the Tensorylov platform into my existing backgammon game to improve the AI's performance. - Two Levels of Difficulty: The game should offer two distinct levels of difficulty for the player to choose from. Skills and Experience: - Proficient in Python: The current backgammon game is written in Python, so a strong command of this programming language is essential. - Tensorylov Experience: Prior experience working with Tensorylov or similar AI platforms is highly desirable. - Game Development Expertise: A background in game development or AI implementation in games would be advantageous. Timeframe: I'm looking to have this project compl...

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    I have footage taken against a plain wall that I need edited. The goal is to replace the current background with engaging real-life scenery footage of cars driving down the Las Vegas Strip. - The freelancer will need to have skills in background replacement techniques. - Ideally the freelancers should have experience with editing and enhancing footage to make the background change look realistic. - An understanding of lighting and shadow effects will also be beneficial for this project. - The final output should seamlessly integrate the original video and the chosen Las Vegas Strip footage. - Creative input on how to make the scenes blend together naturally is also welcomed and expected from the freelancer. Ideally, the freelancer should have proven expertise in Video Editing, P...

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    ...of the set up. I don't need you to worry about the images too much, just the design. - Will primarily function to sell B2B products. There are only 2 physical items with various package deal combinations. I have the products in stock and are business sized and larger sized (with a stand) NFC card for google reviews + I add a QR code on the back for Facebook and Google reviews. I create these based on the business Google profiles and Facebook pages. I can send a site link and UN and password for the site. - Expertise in WooCommerce, WordPress + divi theme, (using Siteground hosting) is certain to be beneficial. - Improved setup of the current WP site is also required. Your profound understanding of e-commerce, B2B operations and website creation wil...

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    ...engaging 3D animation that we can use on our social media marketing. Key tasks include: 1. Creating a 3D model of our current 2D logo. 2. Infusing a futuristic style to the new 3D logo. 3. Designing a captivating 360-degree rotation animation around the logo. 4. Incorporating light effects, particle effects, smoke effects, and metallic reflection effects to the animation. 5. New colour and texture change required every month for different promotional campaigns. Ideal candidates must have: - Have prior experience in 3D logo design and animation - Be proficient in Blender and understand the nuances of creating content that does well on Instagram. - Have a creative vision with attention to detail. The final deliverable should be an animation file which we can easily be publishe...

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    I'm looking to expand my user base by attracting 100 new users to my website 100honest.com. - Locations: The ideal users should come from the United States, the United Kingdom, Canada, and Australia. It's crucial that these are real users and not VPN generated. - User Onboarding: The new users should join the website by creating a complete account. - Account Creation Info: They will be required to provide their email and a profile image. I'm looking for a freelancer who's an expert in user acquisition, digital marketing, and possibly with experience in online community growth. The successful candidate should be able to prove that the new users are authentic and not fake accounts. Please only apply if you have a solid track record in bringing in ...

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    ...tips from the site www.blogabet.com. When an email arrives, the bot will take action. Despite the captcha validation process, which I'd like taken care of by a third-party service, the bot will promptly redirect all received picks to a pre-existing Telegram channel that I own. This project requires a person with: - Proven experience in bot creation and automation. - Solid understanding of Telegram API and its integration. - Experience with captcha handling via third-party solutions is a bonus. - Excellent problem-solving skills and creativity. Your task will be to: - Develop a bot capable of receiving emails. - Implement a third-party service for captcha validation. - Enable picks redirection to an existing Telegram channel. This bot serves as an automation tool, making ...

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    Google ADS Google My Business Profile

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    ...submit detailed reports. The system will require an administrative backend, where an appointed admin can oversee site activity and assign specific roles to users like child psychologists and police officers. Complaints will be directed to these specialized users based on the nature of the incident (e.g., bullying complaints to psychologists, physical violence to police). Key features will include: -User registration and login. -Incident reporting with status updates. -Admin control panel to manage users and view reports. -Role creation for specialized users (child psychologists, police). -Notification system for status updates on complaints. -Data visualization through a pie chart to display complaint statistics. -Multilingual support in Greek and English. -The website should b...

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    ...Facebook groups I'm not the admin of. The script, to be written in Python, should be deployable on Heroku to avoid local machine usage and needs to be accessible as an API. It should be available as an API which I can sent the following parameters to: - facebook email address - facebook password - text (for the post) - image as a file (for the post, this should be an optional field) - url for the personal account to post on (optional field) - url for the business account to post on (optional field) - url(s) for the groups to post in (can be one or multiple - optional field) The API should return a success or failure message with details as to what was successfully posted and what failed Key Role Requirements: - Proficiency in Python cod...

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    I'm looking for football API for betting

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    I'm looking for a skilled and experienced professional to run an international Google Search ad campaign. The primary goal of this project is to boost the sales of my products. Your expertise in Google Ads and experience with similar campaigns is crucial in ensuring the success of this project. Key Responsibilities: - Set up and manage Google Search ad campaign - Optimize ads to achieve maximum sales conversion - Monitor and report on campaign performance Ideal Skills and Experience: - Proficiency in setting up and managing Google Search campaigns - Proven track record of boosting product sales through Google Ads - Familiarity with reaching international audiences - Strong analytical skills to monitor and report campaign performance - Excellent und...

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    I'm looking for a skilled Python programmer to assist in building a General Regression Neural Network (GRNN)-GA hybrid specifically for prediction modeling. The model will be 15 inputs variables with 5 outputs variables. The ideal candidate should have experience with: - Python: A strong grasp of Python is essential. - Machine Learning & Neural Networks: Experience with machine learning concepts and neural networks, particularly GRNNs, is a huge plus. - Data Analysis: A background in data analysis is highly desirable, as the project involves translating data into predictive models. - Database Integration: Experience in integrating Python applications with existing databases is crucial as the project will entail integrating the GRNN-GA hybrid model with...

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    I'm seeking a skilled IT developer, specifically one with an exemplary track-record in database development. Programming language skills aren't my primary concern, so I'm open to experts proficient in Python, Java, C#, or any other suitable language. Here's what I'm looking for: - Proven Experience: Highlight your background in database development, outlining projects you've undertaken and their outcomes. - Competent Advice: As an expert, I'm expecting you to guide me on the best practices and platforms to use in this project. - Adaptability: Since a specific programming language wasn't picked, you should be versatile and comfortable working in different environments. If this sounds like it aligns with your skill set, I look forward to see...

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    I am seeking an experienced React JS Trainer to conduct a week-long training program to enhance our team's skills. ...week-long training program to enhance our team's skills. Key Details: - Your level of expertise must be Intermediate - You are required to cover all major topics of the React JS framework including React Basics, State Management & Lifecycle Methods, and React Hooks & Context API - You are expected to be available for 2-4 hours per day for this training Ideal Candidate: - Proven experience in React JS training - Ability to effectively teach React Basics, State Management & Lifecycle Methods, and React Hooks & Context API - Good communication skills to effectively deliver the training material - Availability for 2-4 hours daily for...

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    I am currently on the hunt for an expert to help me integrate the betsapi sports betting API into my platform. I am looking for a solution that includes data of Football, Basketball, and Tennis. **Key requirements:** * Must have experience in handling sports betting APIs * Should be able to integrate: * Football * Basketball * Tennis **Specific data needs:** * Live scores * Match results Pre-match odds and live betting odds will be drawn. and will be integrated into the existing coupon system. One of my primary requirements is real-time data updating. This integration needs to deliver the specific data in real-time mode so, I'm preferring someone who holds relevant experience in real-time data handling and updating. Ideal candidates have past experience ...

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    ...a professional who can update my resume to a modern design in Microsoft Word. This revamp is crucial as I intend to make a career shift, and I need my resume to reflect this change. Key Tasks: - Update my resume to a modern design while keeping it professional and visually appealing. - Ensure the resume is tailored to target a career change and captures my transferrable skills and relevant experiences. - Optimize the content and layout to make it easier for hiring managers to quickly identify my strengths and qualifications. Ideal Skills: - Proven experience in resume writing and design, particularly for career change purposes. - Proficiency in Microsoft Word with an eye for modern and professional resume layouts. - Understanding of the recruitment process and wha...

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    I'm looking for an experienced SEO professional to take my website, which is already on Google's first page, to the next level. My goal is to improve ranking for several keywords, including those related to products, my location, and services offered. Key responsibilities: - Formulate and execute strategies to optimize keywords - Perform ongoing keyword discovery and optimization Ideal candidate will possess: - Proven SEO experience - Knowledge of ranking factors and search engine algorithms - Up-to-date with the latest trends in SEO I must stress that I've previously implemented SEO strategies. I'm not just looking for an improvement in ranking, but a sustainable SEO strategy that ensures continuous top page ranking. Your expertise in creating such strategies is cr...

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    I need an expert to transfer influencer data including names, Instagram handles, and emails from Modash to Google Sheets. This includes: - Opening Instagram accounts listed on the Modash platform - Copy-pasting the 3 pieces of specified data to their respective columns in Google Sheets N.B. The project involves the gathering of 500 rows of above information. Given the nature of the project, speed and a thorough attention to detail is required. The candidate will also need an Instagram account, to be able to search for profiles, and Instagram installed on their phone, for accounts where email can only be accessed on the phone app. Modash account login will be provided. This job will suit a freelancer who is detail-oriented, organized, and experienced in data transfer acti...

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    Want to integrate SendGrid with Laravel admin 1) Create Temporary email by staff wise 2) Track all emails sent and received and stored in MySQL DB using Setting Up The Inbound Parse Webhook SendGrid service ----------------------- Integrate Lightspeed K series with Laravel admin 1) Sync Menu API 2) Sync Products API 3) Sync Orders using API API document mentioned on the Lightspeed website.

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    ...need of a python programmer proficient in object detection and tracking for my ongoing ADAS project, specifically centered around the KITTI dataset. Primary Responsibilities: - Execute object detection and tracking tasks - Calculate evaluation metrics such as Precision-Recall Curve, Intersection Over Union (IoU), Improved Intersection Over Union (iIoU), and Mean Average Precision (mAP) Skills and Experience: - Advanced proficiency in Python - Extensive experience in computer vision - Expertise in object detection and tracking - Solid understanding of Precision-Recall Curve, IoU, iIoU, and mAP metrics - Knowledge and previous work with the KITTI dataset is highly desirable - Experience in ADAS technology would be a bonus The perfect candidate would be an individual wi...

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    Consultancy on Prestashop with Google Merchant

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    Fix Existing API only. Some value is not sending to the API

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    Hello, Greetings from Verbolabs!! We have a potential project requirement for Technical Content Writers. Here are the project requirements: Ability to understand and accurately translate technical information for a general audience in different industry sectors. Knowledge of coding and scripting languages, such as C++, Python, HTML, CSS, and JavaScript. Ability to research and write SEO-friendly and AI-based content with basic editing knowledge in infographic design. 2 years of technical writing experience with computer science/software knowledge and communication/journalism background. Certification of technical documentation / AI prompt courses. English - mandatory (professional and fluent) We will provide guidelines and instructions, so you can understand what to expect and ...

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    I'm looking for a talented Flutter developer to create a mobile application that can run smoothly on both iOS and Android platforms. The primary purpose of this app will be for me to personalize it according to my preferences. Key requirements for this project include: - The ability for me to fully customise the app's user interface design. - API Integration - FCM Push Notification - Google Map Service - Implementing a flexible color scheme that can be easily altered as per my requirements. I'm looking for someone who has strong experience in Flutter, and has previously worked on customised apps. Good problem-solving skills and an understanding of UI/UX principles will be a huge advantage. Please share your experience with Flutter and customization...

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    ...executable scraper in Python that can extract the SKU (product) list from the following Indonesian online grocery apps: - Astro - Sayurbox - Segari The scraper must be IP-block tolerant, meaning if the scraper gets blocked, execution can be continued from the point where the last row of data was successfully extracted. Scraper Functions Function: list_category_tree Input: competitor_name(astro | sayurbox | segari), existing_csv (optional - CSV file to append to for continuing execution, if the scraper stopped or got IP blocked) Output: CSV of category tree with the following columns (scrape_date, URL, category name, position index, parent_category (null if top level)) Function: extract_sku Input: competitor_name, location (autocomplete place from google maps API...

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    I'm looking for a skilled Wikipedia expert who can assist me in adding new information to an existing Wikipedia page. DO NOT RESPOND IF YOU ARE NOT AN EXPERIENCED WIKI EDITOR.

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    I am in need of an experienced and skilled SEO expert to help improve the search engine rankings of my product pages on Google and Manage SMO. Key Requirements: - The main goal of this project is to enhance the search engine rankings of my product pages by utilising effective SEO strategies. - Regular Social Media Posts - I'm focusing specifically on Google, so the freelancer must be well-versed in Google's search algorithms, rules, and best practices. - My website mainly consists of product pages, so the freelancer must be able to optimize product pages specifically. Ideal Skills and Experience: - Proven experience in SEO, particularly in optimizing product pages. - In-depth knowledge of Google's search engine algorithms and the ability to keep up with their...

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    I need a skilled PHP developer to change a PHP script for Prestashop. Upgrade script from PHP version 7 to PHP version 8 Key Requirements: - The script should facilitate the import/export of sales and stock of products. This is crucial for the seamless operation of my e-commerce store. - Integration with Onlinefact, my POS software. Ideal Skills: - Proficiency in PHP - Extensive experience with Prestashop - Strong understanding of e-commerce processes and needs - Excellent problem-solving abilities and attention to detail Please only apply if you have the required skills and are confident in your ability to deliver quality work.

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    ...or modify the existing one. For the beginning we need a expert who knows the developing in python in Odoo and knows the manufacturing module in odoo and can consult us, which options are available. Key Features required: - Advanced Inventory Management: We need a robust inventory management system that will help in tracking raw materials, work-in-progress items, and finished goods in real-time. - Bill of Materials Creation: To establish a detailed, accurate, and comprehensive bill of materials for our products. - Production Scheduling: The module should offer tools for scheduling production activities based on the bill of materials. - Developing: We need you to create a robust, efficient and user-friendly Odoo manufacturing module Our current manufacturing process is hi...

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    I need a proficient Python developer to assist in automating a data gathering and analysis process. The selected individual will use APIs as the data source. Desired Skills: - Extensive understanding of Python - Experience in data automation projects - Proficiency in using APIs for data collection - Strong understanding of data analysis techniques Responsibilities: - Set up processes for routinely gathering data from specific APIs - Automate the analysis of collected data - Optimize current coding to streamline data gathering and analysis. Please provide examples of similar automation projects you've worked on using Python and APIs.

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    ...office sales department, which checks the offer and can see which parts have been added, so that prices are added and finally sent to the customer. A second Excel file must also be created for production so that they know which parts are required for construction. 7. Synchronise article and customer master data between Majesty and Odoo. Majesty can only export the data using an Excel file and has no API. 8. Design customisation so that configurations that have already been made are collapsed, so that the page remains clearer due to the large number of configurations. 9. Predefined configurations so that certain configurations are already set. Possibly as a separate product. 10. Article numbers in Odoo and Majesty must be the same, otherwise the Excel file created from the Odoo of...

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    I need a skilled professional to set up a WhatsApp API account for my tattoo studio. - Integration: The main goal is to integrate the WhatsApp API with our system for sending automated messages, receiving customer inquiries, and pushing notifications. - Message Content: The automated messages should include key details such as our opening hours, location/address, and service descriptions. - Service Types: Our studio offers between 5-10 different types of services. Ideal Candidate: - Proficiency in setting up and leveraging the WhatsApp API, with prior experience in similar projects. - Strong communication and understanding of the needs of a service-based business. - Ability to create engaging and concise automated message content that resonates with our customers.

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    Description: The aim is to integrate Open Banking tools (Salt Edge) into our Amana Pilot solution to retrieve financial information from businesses and send it to our server for processing and utilization. Front-End: In our platform, each financial transaction is associ...validation CTA button to save changes. - Implementation of multiple assignment functionality to ease processing, enabling the assignment of the same project and/or product to a set of transactions to avoid repetitive actions. Back-End: - Database update to handle draft data. - API integration for data retrieval from banks. - Development of a systemic data adaptation process for optimal processing on Amana Pilot. Resources: - Provision of API access and documentation for developers to use our API. ...

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    ...). Past data will be represented by solid bars, while forecasted data will be represented by empty or hashed bars. - Allowance for user modification of forecasted values. For example, users can adjust predicted values by modifying a cell previously predicted by the algorithm, automatically updating the forecast (chart). However, modification of past month values directly in the tracking table is not permitted. - Management of constant value categories, such as fixed expenses, to limit manual updates on certain categories. - Retention of both forecasts and actuals on the chart for comparison. Back-End Features: - Utilization of JSON data from our Amana Pilot API to develop forecasting, updating, and recording functionality for forecasted data. This includes employing mach...

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    I have undertaken the exciting task of establishing an e-commerce platform to sell physical products and I've chosen Python Django as the preferred platform. I need a skillful developer or team to bring this vision to life. Key Aspects of the Project: - Crafting a Django e-commerce website to sell physical products. - Implementing a design and theme that I've already prepared. Ideal Skills & Experience: - Proficient in Python Django with a keen understanding of its core principles. - Demonstrable experience in e-commerce website development. - A great eye for detail to transfer designed themes into lines of code. - Proven ability to deliver on time and according to design specifications. - Previous work with physical product e-commerce sites is a great plus. ...

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    I need an expert to integrate fsspec into my existing Python script, specifically for file reading, writing and cloud storage integration. Key tasks: - Enable my script to perform file reading and writing operations seamlessly. - Establish a working connection between fsspec and Amazon S3 cloud storage solution. Ideal Skills: - Advanced Python coding skills. - Proven experience with cloud storage integration, particularly Amazon S3. - Familiarity with fsspec library in Python. Note: This task may be subject to a thorough identification process before granting access to the necessary resources. Qualified candidates should be prepared to go through this protocol.

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    I'm seeking a skilled Python developer to create a custom barcode reader software for desktop, compatible with Linux. The project will involve implementing a specific algorithm, outlined in a provided patent. Key responsibilities include: - Developing the software from scratch using Python - Utilizing Python libraries for image reading - Ensuring compatibility with Linux Attributes that would make you an ideal candidate include: - Proficiency in Python - Experience in developing software from scratch - Knowledge of barcode algorithms - Familiarity with working on Linux platform Given the complexity of the algorithm, it's crucial that the freelancer not only has experience with Python and image processing, but also the ability to understand ...

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    We are in need of a highly skilled Laravel expert team to continue de...- 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. - API Integration: We expect the team to integrate various APIs appropriately for a seamless integration of different platforms !!!*** Skills that would be beneficial: - Thorough Laravel expertise - Proven track record in creating reporting and analytics solutions !!!*** - Understanding of API integrations !!!*** - Understanding of Git version control - Proven track record in creating database structures - Proven track record in creating UI/UX designs a...

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    We are looking to add a custom payment system to our existing platform. You will be responsible for integrating the chosen method through a cohesive API (web) This is the gate and its key required skills: - Proficiency in PHP development - Experience with API integration Project Timeline: Work must be completed within 7 days. Instant Delivery is a payment gateway delivery with testing that it works. The budget should be less than $40 for the entire project Contact me if you are interested and have the necessary skills. Do not contact me if the project costs more than $50

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    I'm looking for a skilled professional who can set up CUDA and cuDNN on my Windows system with Anaconda, along with a demonstration of how to use the GPU in Jupyter Notebook. Key Requirements: - Installation of the latest versi...Requirements: - Installation of the latest versions of CUDA and cuDNN - Configuration within the Anaconda environment - Successful demonstration of GPU utilization in Jupyter Notebook Ideal Skills: - Proficiency in working with Windows operating system - Strong experience with Anaconda and Jupyter Notebook - Prior knowledge of CUDA and cuDNN installations - Ability to demonstrate GPU utilization in Python Note: Your bid should reflect both the installation setup and the demonstration process. Please provide an estimated timeline for the completion o...

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    I'm seeking a knowledgeable professional to develop a custom-made FileMaker Pro CRM. The essential features should encompass: - Robust Contact Management: abilit...knowledgeable professional to develop a custom-made FileMaker Pro CRM. The essential features should encompass: - Robust Contact Management: ability to effectively manage customer relationships - Inventory Management: keep track of stock levels - API connections: specifically for live-changing prices, the CRM must connect with a stock market API for real time feedback The developed solution needs to be versatile across a variety of platforms including Mac, iOS, Android and Windows. Strong experience with FileMaker Pro, database management, API integration and multi-platform development would be in...

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    I have an Android app that I want to submit to the Google Play store. The app does not include any in-app purchases. This App is designed and used by 1 company only (not for all users, users can not register), that company will create and give account for their employees. Data in app is stored in company’s server. Now when we upload to Google play, it has been rejected as image below. We submitted many times safety data form with variety data, but google still reject our app. We don’t know where problem is. Our safety data from or our app, our code. The images below are API we use in our code, and feedback from Google. Please help us to submit this app to Google Play store.

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    Full Time number of Positions: 1 Location : Pune Job Description About job:- Lead Engineer to oversee and guide the delivery of Safe AGILE programs. We are seeking a candidate with extensive and up-to-date hands-on experience in full-stack technical development encompassing Java, Cloud, Web, UI, and mobile technologies, as well as exposure to Domain-Driven Design, Event-Based Architecture, API, and microservices architecture. The ideal candidate should possess a strong enthusiasm for emerging technologies and demonstrate a proficient understanding of various technologies spanning Cloud, UI, Application, Security, and Data architecture domains. Roles and Responsibilities:- • Your role will involve joining Fiserv's Global Issuer organization's Architecture t...

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    30 USD for this Job. I am looking for a freelancer to help me set up my Ecommerce Google Merchant Centre , clean and prepare and optimise our csv product feed and setup a Google Shopping/PMax campaign. Platform: - My ecommerce website is built on a CMS called , so experience with this platform is preferred. Google Merchant Center: - I already have a Google Merchant Center account set up, so the freelancer should be familiar with this platform. * Setup Correct conversion tracking for ecommerce on GA4 and integrate into Google Ads. Shopping/PMax Campaign: - I do not have a specific budget for my campaign, but I am open to suggestions from the freelancer. - The freelancer should have experience in setting up and managing Shopping/PMax campaigns and be ...

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    I'm looking for a skilled developer to create a bot for QuantConnect (QC). This bot is meant to perform multiple functions: - Backtesting Strategies: The bot needs to be intellig...Monitoring Live Data: The bot should be capable of keeping track of and analyzing live data in real time to aid in timely decision making. The developer should be familiar with QC, have a good understanding of bot programming for trading platforms, and possess excellent knowledge in data analysis. Experience in creating efficient bots for trading-related tasks is highly preferred. Proficiency in python or C# could be an advantage, as QC supports both. Get in touch if you think you are the right fit for this project. I look forward to working with a professional who will help the project meet its ...

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    I'm looking for someone to manage the reviews on Google Maps. You will be building reviews over 3 months

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    I'm looking for a skilled Python developer to create a web application designed primarily for web scraping. The main functionalities of this app should be: - Scrape E-commerce Data: The application needs to scrape data from various e-commerce platforms. A specialist with experience in working with different web sources is preferred. - Database Integration: The scraped data will need to be integrated into a database. Therefore, experience with database design and management is crucial. The ideal candidate should have a solid understanding of both web scraping and database management. Practical experience with Python web scraping libraries and familiarity with various database systems will be of great advantage for this project.

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