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    2,000 data extraction python pekerjaan ditemukan, seharga USD
    LinkedIn Data Extraction for Lead Gen 5 Hari left
    TERVERIFIKASI

    I'm in need of a professional who can build a tool that can extract data from LinkedIn. The data I'm interested in includes: - Contact information (email address, phone number, etc.) - Profile information (name, job title, etc.) - Connection network (connections, mutual connections, etc.) I'd like the extracted data to be conveniently structured in a CSV (Excel spreadsheet) format. The primary use of the extracted LinkedIn data will be for lead generation. The ideal candidate for this project should have: - Expertise in web scraping and data mining, particularly with LinkedIn - Proficiency in data handling and structural organization - Proven experience with developing tools for lead generation - Strong communication skills and...

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    I'm looking for a web scraping expert to carry out daily data extraction. The websites to be scraped will contain text content, along with images and video. I may need the scraping program to be written such that it can be conducted on a daily basis. to update new articles We are going to be scraping around 50 websites for the first project Key Requirements: - Profound experience in web scraping and automation tools. - Strong problem-solving skills to deal with any potential web structure changes. - Creating and maintaining a database of the scraped data would be a plus. Please provide your quote, along with the tools you intend to use for this process and your relevant experience. Looking forward to your bids. Ideally we want this done in PHP.

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    I am in need of an expert developer who can modify my user registration screen to be only accessible to administrators. Key Details: - The platform or framework of the user registration screen is unspecified. So, having significant experience in multiple frameworks like PHP, JavaScript/Node.js, Python/Django will be beneficial. - The registration screen currently has some security measures in place. Knowledge of secure coding practices is a must for this job. - The chosen developer will bestow full permissions to the admin. Therefore, the freelancer should understand well about user permissions and roles in a web application environment. The perfect freelancer for this job should demonstrate strong attention to detail, proficiency in multiple coding languages, and understandin...

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    API Programmer 5 Hari left
    TERVERIFIKASI

    I'm in need of an API Programmer to create an API in a language of your choice. The API should provide functionalities like data retrieval, data manipulation and data storage for text data. Key Points: - Create an API in a language of your expertise. - The API should be designed to handle text data exclusively. - The API should offer data retrieval, manipulation, and storage capabilities. Ideal Skills and Experience: - Proficient in API development and programming languages like Python, JavaScript, or PHP. - Strong background in handling text data. - Experience in providing data retrieval, manipulation, and storage functionalities via an API. Looking forward to working with a skilled professional to bring this projec...

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    I am looking for a freelancer who can extract specific data from a Swedish business directory using Python. Main URL: Key Objectives: - Extract company names, contact information (phone/email), and business numbers from the directory. Ideal Candidate: - Proficient in web scraping techniques - Strong command of Python - Previous experience with similar projects will be considered a plus. Please reach out if you have the necessary expertise.

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    Python Backend Developer Needed 5 Hari left
    TERVERIFIKASI

    I'm looking for a skilled Python backend developer to enhance an existing backend system for my project. Key Responsibilities: - Enhancing the existing backend system: Your primary responsibility is to enhance the functionality of the current system and optimize its performance. - Integrating SQL/NoSQL Databases: Your expertise in SQL/NoSQL databases is crucial to ensure smooth integration and efficient data handling. - Experience with Python and Minio: If you're familiar with Minio that's a big plus, but Python is the key language you'll be working with on this project. Ideal Candidate: - Proven experience in enhancing existing backend systems. - Proficient in working with SQL/NoSQL Databases and designing queries. - Strong Python ...

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    I have a Python script that needs integration with a Telegram bot. The requirement is to connect the code with the Telegram bot to send questions from the Chegg website. Key tasks: - Integrating the existing Python code with a Telegram bot to send questions from the Chegg website - Automating the assignment of student IDs for each Chegg website task The ideal freelancer should have: - Proven experience in Python programming - Previous work with Telegram bot integration - Familiarity with Chegg website tasks and automation - Good understanding of API integrations Please share your relevant experience and any insights into how you plan to approach this integration.

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    ...appears below. if you can help me with explanations and about which package to buy from you that would be perfect, thanks! 1) Set up the Java project and the necessary libraries for computer vision and machine learning. 2) Capture video input from a camera. 3) Pre-process the video frames to enhance th quality and reduce noise. 4) Use computer vision techniques (like image segmentation and feature extraction) to detect and recognize sign language gestures. 5) Translate the recognized gestures into text. 6) Display the translated text in the user interface....

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    I'm looking for a coder savvy in Python to help me scrape contact information from a specific business directory. The task involves enumerating a set of links on the site and scraping the following data: - Email addresses - Phone numbers - Physical addresses - Names Ideal Skills: - Proficiency in Python - Experience with web scraping - Familiarity with business directories The main goal is to have a comprehensive list of contact information, which I will use for a marketing campaign. The scraper should be able to handle a large volume of links and data. Your expertise in Python programming and web scraping is crucial for the success of this project. Your attention to detail and ability to deliver accurate and complete contact information is highly ...

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    As someone in need of a specific tool, I'm seeking a proficient Python programmer to create a desktop tool for auto cropping bulk TIFF scanned images. The key features I'm requiring are: - Auto Cropping: The tool should be capable of automatically cropping large amounts of TIFF images, simplifying the process and saving time. - Image Quality Adjustment: After auto cropping the images, I should be able to adjust their quality within the same tool. - Maintain TIFF Format: The cropped and quality-adjusted images should remain in TIFF format. A freelancer with great proficiency in Python and past experience in image processing software or similar would be ideal for this project. Understanding of image formats, specifically TIFF, and quality adjustment is essential.

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    I'm in search of a skilled machine learning developer with expertise in GPT (Generative Pre-trained Transformer). My goal is to have an AI model that can both correct and standardize postal addresses...both correct and standardize postal addresses. The addresses will be provided in CSV files and the output of the model should be accessible via an API for integration into our system. Key requirements: - Proficiency in machine learning with a focus on GPT - Experience in addressing data correction and standardization - Transformers - Pytorch, TensorFlow, Keras, Pandas, Numpy, seaborn, Matplotlib The ideal candidate will have a proven track record of developing AI models, particularly in the realm of addressing data, and be able to provide a detailed timeline for the comp...

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    ...Merchant Center feeds. * Integrate with Google Sheets for seamless data import and export. * Website Meta Tag Optimization: * Develop a custom script on Vertex AI to: * Scrape content from web pages (titles, headings, body text). If scraping is not feasible, allow for manual input of content. * Utilize Gemini to generate SEO-optimized meta titles and descriptions based on the scraped/input content. * Ensure the script can handle both automated scraping and manual content input scenarios. Requirements: * Proficiency: Strong experience with Google Cloud Platform, Vertex AI, Python (or similar language), and web scraping techniques. * Google Sheets Integration: Experience with Google Sheets API for seamless data flow. Deliverables: * Two Fun...

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    I'm looking for an expert (8+ years) Python Django full-stack developer to become the business CO-FOUNDER. This individual must possess proficiency in back-end development and DevOps experience, database management, and server administration and must be a self-starter capable of overseeing the all website aspects. This is a position for a leader who has dreams, passion and ambition to be on the ground-floor of a business they believe in and a with the desire to want play a major role in our success. Our site and apps are in the final stages of completion and I have a team of developers currently in motion for the website and iOS/Android apps to fix bugs and optimize our operation. This responsibility would be to manage PRs, oversee performance, take proactive steps to resolv...

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    I have a python web-scraping script for a web-site. Web site is updated because of that my script doesnt works. I need some one who can update my script that i can use it to scrape web-site. Thanks for bidding

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    Business Data Analyst for New Beginners 2301 Hari left
    TERVERIFIKASI

    ...seeking a Business Data Analyst for our team who is willing to work with new beginners in the field. As a Business Data Analyst, you will be responsible for analyzing large datasets, interpreting trends, and providing insights to drive business decisions. The ideal candidate should have a strong analytical mindset, excellent problem-solving skills, and the ability to work collaboratively with a diverse team. Responsibilities: - Collect and analyze data from various sources - Identify patterns, trends, and correlations in datasets - Create reports and dashboards to present findings - Collaborate with cross-functional teams to understand business requirements Required skills: - Strong analytical and problem-solving skills - Proficienc...

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    Python Software for Email Generation 5 Hari left
    TERVERIFIKASI

    I need a python software that can find emails from LinkedIn Sales Navigator URLs. The emails need to be in Excel format. What I Need in Excel: - Name of the person - Email - Location - Designation Procedure: - I shall enter sales navigator ulr where multiple leads in pagination format displayes. - Software will pick each person url and find out his email (personal/professional) - Add that record along with above fields in excel sheet. Make sure software must not stuck, and i shall clear the payment after testing couple of days. Ideal Skills: - Proficiency in Python. - Experience in web scraping, particularly with LinkedIn URLs. - Familiarity with data manipulation in Excel files. This project is ideal for someone with a strong background in Python and web...

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    I'm seeking a skilled Python developer to create a dedicated tool for data analysis. As I haven't specified specific features, I'd like the freelancer to have a thorough understanding of various data analysis techniques and be able to suggest suitable functionality. Key Skills: - Proficient in Python - Experienced in developing data analysis tools - Knowledgeable in a range of data examination and interpretation methods Experience: - A track record of successful data analysis tool development - Insightful in approaching data analysis - Proven Python programing capabilities Responsibilities: - Understanding my data analysis needs - Suggesting appropriate features for the tool - Developing a user-fri...

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    Python Scrape links 5 Hari left
    TERVERIFIKASI

    Dear Freelancer I need Python Scrape links with windows 10. Cell data must stay consistent, this will be linked to other Excel workbooks. Il attach the examples with the layouts. Scrape Links Examples: I've colour coded the Excel workbooks, to show where the Data comes from. Let me know if any more information is required?

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    PDF to Excel Conversion 5 Hari left
    TERVERIFIKASI

    I need to extract text and tables from a series of PDFs and convert them into an Excel file. The main requirements for this project include: - Extracti...include: - Extracting text: The texts from the PDF files need to be carefully extracted and placed into the corresponding cells in the Excel sheet. - Tables: There are some tables within the PDFs that need to be accurately reproduced in Excel. The Excel file must preserve the original formatting of the text and tables, so as to maintain the integrity of the data. The PDFs are only in English, so no complex multilingual extraction is required. Ideal Skills: - Proficiency in PDF to Excel conversion - Strong attention to detail - Ability to preserve original formatting in Excel - Excellent English language understanding ...

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    I'm in need of a skilled High-Frequency Trading (HFT) Developer with mid-level experience (3-5 years). Key requirements: - Proficiency in Python and C++ programming languages is essential. - Must have a deep understanding of HFT strategies, specifically Market Making and Momentum Trading. Prospective freelancers should have applicable experience and be ready to showcase relevant past projects. This role requires precise code writing and fast problem-solving skills. A strong understanding of financial markets is also preferable.

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    ...deployed, but we need to optimize the scraping process to achieve faster data extraction rates. Responsibilities: Optimize existing web scraping scripts for speed and efficiency. Deploy and manage web scraping scripts on platforms such as Scrapy Cloud, Apify, AWS Lambda, or Azure. Implement techniques to ensure high-speed data extraction (e.g., parallel processing, distributed crawling, efficient request handling). Monitor and troubleshoot scraping processes to ensure uninterrupted operation. Collaborate with our team to understand project requirements and adjust scraping strategies as needed. Requirements: Proven experience with web scraping using platforms like Scrapy Cloud, Apify, AWS Lambda, or Azure. Proficiency in Python only relevant program...

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    I'm in need of an experienced data scraper that can help me in extracting data from Yellowpages of Malaysia, Thailand, Japan, and Indonesia. Key Details: - I require a full listing of all businesses from various sectors within the mentioned countries. This includes but not limited to Restaurants, Hotels, Clinics, and Retail Stores. - The extracted data should be well-organized, including data such as business names, contact information, and addresses. Skills/Experience: - Proven track record in web scraping with a focus on Yellowpages. - Familiarity with the Yellowpages platforms of Malaysia, Thailand, Japan, and Indonesia. - Capability to handle large data sets and deliver the information in an easily usable format. - A high level of accuracy in ...

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    We have a list of products. We need to check everyday, if those products have strikethrough price appear on them. All the products that need to be checked are from the same website. The following are the steps:- a) Excel file containing Product url list of about 300 products, all from the same website b) We should be able to run a ma...appear, then it should highlight that G) If the MSRP is appearing for variation, then it should fetch and enter that number. It is very easy and simple work. Bid only if you can do within next 24 hours. See the attached excel file for the sample of what I need For end solution, i should be able to carry it within excel file. The people performing this task, will not be able to execute separate python commands as they will have very limited tech ...

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    Data Entry Project - I am looking for a freelancer who can assist me with typing work. - The project involves entering data into a spreadsheet or a database. - The ideal candidate should have excellent typing skills and attention to detail. - There is no specific software preference for data cleaning, so the freelancer can use Excel, Python, or any other tool they are comfortable with. - The dataset contains 100-500 records or entries. - The project requires accuracy and efficiency in data entry. - Experience in data analysis would be a plus, but not mandatory. - The freelancer should be able to complete the task within the specified timeframe. - Good communication skills and the ability to follow instructions are important. - This is a one-time p...

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    urgent need python developer 5 Hari left
    TERVERIFIKASI

    I'm urgently looking for a skilled Python developer to assist me with a project involving data analysis, web scraping, and potentially machine learning. Your role will be crucial in helping me to derive insights from a large dataset and extract specific information from the web. Key Responsibilities: - Conducting in-depth data analysis using Python - Implementing web scraping scripts to collect relevant data - Potentially developing machine learning models (based on your expertise) While the client did not specify the exact libraries, the ideal candidate should be well-versed in Python programming, particularly with libraries such as Pandas and NumPy. Familiarity with Django, although not mentioned, could be a plus if the project expands to...

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    I am seeking a beginner level Python developer with a knack for web development, data analysis, and scripting. The ideal candidate should have a good understanding and practical knowledge in: - Web development: Tasked with the development of usable, meaningful applications that will enhance user interactions and overall user experience. - Data analysis: The successful candidate is expected to leverage Python's capabilities in order to provide solutions to complex data problems. - Scripting: Equally, candidates should be adroit in writing, testing, and debugging codes—including modification of existing scripts. In terms of essential Python frameworks, knowledge and expertise encompassing Django and Flask is non-negotiable, as these will form t...

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    I am in need of a professional web scraper with Python expertise, who can scrape data from a website(with filter Options) and convert it into Excel format. Key Requirements: - Expertise in web scraping with Python, including dealing with website search filters. - Proficiency in data extraction and manipulation. - Experience in converting extracted data into Excel format. Please note that the specific website and the type of data to be extracted has not been provided as it was skipped by me. The project can be detailed further with the selected freelancer. If you have the skills and experience in this area, please do apply.

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    I'm in need of a Python expert to assist primarily with automation tasks. The specific task at hand involves generating HTML reports using Python. These reports should primarily include test steps. Your role will involve scripting Python-driven test steps and converting them into a comprehensive HTML report. Ideal Skills: - Strong experience with Python programming and automation. - Proficiency in generating HTML reports using Python. - Familiarity with Quality Assurance and translating test steps. Join me in streamlining my reporting process with your Python expertise!

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    I'm in need of a Python expert to assist primarily with automation tasks. The specific task at hand involves generating HTML reports using Python. These reports should primarily include test steps. Your role will involve scripting Python-driven test steps and converting them into a comprehensive HTML report. Ideal Skills: - Strong experience with Python programming and automation. - Proficiency in generating HTML reports using Python. - Familiarity with Quality Assurance and translating test steps. Join me in streamlining my reporting process with your Python expertise!

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    ...design. Key Features: - Collaboration Tools: Implementing robust collaboration tools to enhance team productivity. - Knowledge Base: Integration of a comprehensive knowledge base to support users in utilizing llmRAG efficiently. Programming Languages: - Python and JavaScript: The software should support these two languages effectively. Design Requirement: - Professional and Corporate: The design of the llmRAG interface should reflect a top-notch professional and corporate look. Ideal skills for this project include proficiency in Python and JavaScript, experience in developing collaboration tools, and a strong understanding of creating a professional and corporate design aesthetic. Your ability to work with cloud-based IDEs and incorporating a knowledge base will be ad...

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    Data Entry 5 Hari left

    Data Entry Project - I am looking for a freelancer who can assist me with typing work. - The project involves entering data into a spreadsheet or a database. - The ideal candidate should have excellent typing skills and attention to detail. - There is no specific software preference for data cleaning, so the freelancer can use Excel, Python, or any other tool they are comfortable with. - The dataset contains 100-500 records or entries. - The project requires accuracy and efficiency in data entry. - Experience in data analysis would be a plus, but not mandatory. - The freelancer should be able to complete the task within the specified timeframe. - Good communication skills and the ability to follow instructions are important. - This is a one-time p...

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    ...talented Data Engineer/Data Scientist to help me with the creation of a Data Extraction Pipeline. The pipeline will be responsible for extracting data from documents in PDF/Image format, primarily for the purpose of data cleaning and preprocessing. Key responsibilities include: - Building a robust data extraction pipeline using Python - Implementing data cleaning and preprocessing techniques effectively Ideal candidates for this role should possess the following: - Proficiency in Python, with a strong understanding of data extraction and cleaning - Need to have experience with paid tools and clear understanding among different paid tools. - Can develop a Entire Data pipeline/Extarction sy...

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    I'm in need of a specialist to develop an automated interface for managing 1 Cisco switch. The purpose of this interface is primarily for configuration management. Critical features of this interface should entail: - A few ability to automatically apply configuration changes on friendly interface - Need only 5 configurations - Using Python Programming - Capacity to perform regular configuration backups saved locally A solid understanding of Cisco switch architecture and prior experience with automated interface design are required for this project. Knowledge of configuration management practices would certainly set you apart in this space. Efficiency and reliability are key here, so your ability to develop an automated solution that can streamline these processes will be indi...

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    I'm in need of a Excel setup algo that can execute orders on Zerodha from excel file. I require the following features: - One click button: The system should be able to place and execute my selected orders from excel...excel file. I require the following features: - One click button: The system should be able to place and execute my selected orders from excel with one click button. - Customizable Order Parameters: I need to be able to set my own order parameters, including the stock, quantity, price, and other variables. The ideal freelancer for this project should have experience in: - Developing python algo application with excel. - Integrating with Zerodha API. - Implementing automated trading systems. - Creating user-friendly interfaces, with some level of...

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    I have 2 Python Scripts they do same things but 1st script use functions for one platform 2 script use different functions for second platform, both script do its same just used different functions, i need someone to re made it Scripter number 1 to use functions from script number 2 - The functionality of the first script needs to be well understood to ensure a successful replication. - The project is time-sensitive, so the work should be completed as soon as possible. Ideal freelancer: - Experience in Python development, particularly in replicating scripts for various platforms. - Proficient in understanding and working with pre-existing Python scripts. - Able to deliver quality work under strict time constraints.

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    Identity Analytics 5 Hari left
    TERVERIFIKASI

    Velocity alert analysis and provide actionable insights. Key requirements include: - Proficient in analyzing velocity alerts using SQL or SPL or Python - Capable of translating data from a word file into actionable insights - Experienced in the field of identity analytics, risk engine, authentication channel for the digital banking platforms - Understanding of Account Takeover (ATO) or digital identity compromise - Leverage known data as it relates to the digital customer identity and risk decisioning. - Analyze data logs from customer authentication channels and digital banking applications for malicious use and bad actors. - Create long-term solutions and automation to processes that can be improved when digital member identity is being utilized. Refer to at...

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    I'm in need of a Full-Stack Developer who is well-versed in ReactJS, NodeJS, CSS, and Python. The project will require both front-end and back-end development. In detailed, we're developing a web workflow application and I'm looking for an experienced developer for a task of about 2-3 weeks to create an interactive workflow with React front-end and Python backend (see the 3 attachments to this post with the main job description is in the file MTQ - Upwork - Interactive Front Panel - and the other attachments are supporting documents). SUMMARY: Tabbed ReactJS forms with a Python backend that can interact with each other. The front-end can have a few input fields and a few interactive subcomponents in the form of either tables or images (with possibly ov...

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    ...that it is either repetitive or there is no reply at all. I need to identify the cause of these repetitions and non-responses. Please provide detailed instructions on how the erroneous parts of the code should be modified. I'm seeking a Python developer to assist me in fixing logic errors in my existing Telegram bot code. The bot's main functionality is to automate certain tasks. Key responsibilities include: - Identifying current logic errors in the code - Fixing the code to ensure proper functioning The ideal candidate will have: - Proficient in Python and Telegram bot development - Experience in identifying and fixing logic errors - Strong problem-solving skills Your task does not involve generating reports, sending emails, or updating database records...

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    NOTE : this is for futures .. max budget is $300 *** please submit, only if you have worked on BOT projects for crypto exchange*** I'm seeking a skilled developer to create an au...predefined criteria. This will require seamless integration with the MEXC platform. Skills and Experience Required: - Strong knowledge of algorithmic trading and cryptocurrency markets - Proficiency in building automated trading systems, particularly on the MEXC platform - Experience in developing and implementing trading strategies - Understanding of real-time market data analysis - Proficiency in coding languages such as Python, Java, or C++ Please only apply if you have a proven track record in building similar systems and are able to deliver a reliable and effective trading bot for th...

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    I'm in search of talented coders with a passion, education (may be self or collage etc.) with expertise in Python, Java, and C++ to help me develop a new software application for Windows. Key Project Details: - Programming Languages: Proficiency in Python, Java, and HTML is essential for this role. Your role will involve: - Working on the software development process from conception to final testing and deployment. - Ensuring that the application is optimized for all users and clients, considering the specific requirements and features of this platform. Ideal Skills and Experience: - Strong programming skills in Python, Java, and C++. - Proficiency in developing software applications for Windows. - Experience in creating software from scratch. Looking forward ...

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    My project requires a well-versed professional proficient in to extract critical takeoff quantities from IFC files and integrate them flawlessly into operational smart contracts. Key requirements include: - Extraction of material types and quantity calculations from IFC files - Direct integration of the extracted data into smart contracts to ensure automatic updates - Generation of detailed reports that will pave the way for seamless smart contract integration The perfect candidate will have a strong front-end development foundation and proficiency in IFC.js. Experience with ReactJS and blockchain technology is also essential for the job. Your primary task is to create a user-friendly interface that makes integrating IFC files into smart contracts a breeze. Efficiency, ac...

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    sistema de ventas en python con sql

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    I'm seeking a Python Jupyter expert with a specialization in data visualization. Specifically, I'm looking for someone to help me build interactive charts for my data. The ideal candidate should be familiar with the Pandas library and proficient in using Dash for creating interactive visualizations. Key Requirements: - Proficient in Python and Jupyter - Experience with Pandas for data manipulation - Strong knowledge in data visualization principles - Skilled in creating interactive visualizations using Dash Your tasks will include: - Understanding the data I provide you - Building interactive charts that represent the data accurately - Ensuring the visualizations are user-friendly and interactive Ideal Skills: - Pytho...

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    I'm seeking a proficient software engineer adept at Java, Python, and C++, who will assist me in website development. The core assignment entails creating a program specifically for WordPress, my preferred CMS. Ideal Skills and Experience: - Comprehensive Java, Python, and C++ knowledge - Previous experience with website development - Proficiency in WordPress CMS Your role will focus on developing a program tailored to my needs, emphasizing functionality and integration within the WordPress platform. It's essential to have a hands-on approach, be detail-oriented, and dedication to creating high-quality, reliable software. Applicants should show a portfolio or examples of previous related work. This will aid in understanding your process, style and skills that can ...

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    Data Extraction Expert Needed 4 Hari left
    TERVERIFIKASI

    I'm looking for a data extraction expert to assist me in obtaining specific information. The project requires extracting data from various sources, the details of which will be provided upon hiring. Ideal Skills and Experience: - Proven experience with data extraction tools and techniques - Proficiency in handling diverse data formats and sources - Strong problem-solving and analytical skills - Attention to detail and ability to deliver accurate results - Excellent communication and collaboration skills Please note: The specific data type, source and purpose are currently unspecified. The chosen freelancer will be expected to adapt to the requirements of the project and demonstrate flexibility and expertise in handling diverse data...

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    upload text file into site and extract his content

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    Advanced AI Meeting Tool Development 4 Hari left
    TERVERIFIKASI

    ...Agent to connect to local database and file system * Local Database * Use Azure Storage or Microsoft SQL Server as local database * Store indexed data and search results in local database * File System * Use Windows File System or macOS File System * Index local files and folders * Search * Search local database and file system for relevant results * Display search results in user interface * User Interface * Develop user interface for Quivr Agent * Include search bar, search results, and settings Cloud Component: Calendar Service * Calendar Integration * Integrate with Microsoft Graph API for calendar data * Retrieve calendar events and appointments * Event Processing * Process calendar events and appointments * Extract rele...

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    I am in need of a Python expert to create a program that will handle multiple tasks concurrently via workers (multi process) I already wrote a task manager using threading and async, I just want to make sure I have no race conditions, avoid deadlocks and improve logic and preformance.

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