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    2,000 sugarcrm export contact csv phplists jobs found, pricing in AUD

    As the point person for this project, I require a professional with proficiency in both LLMs (Larhe language Models) and Langchain, with a particular emphasis on the Llama 2 model. The objective here is to incorporate LLMs and Langchain to create a tool that can do data analysis from CSV as well as creating a chatbot for a restaurant Here's what in focus: - Implementation of LLMs and Langchain in data analysis and user interface - Specifically, developing a chatbot for a restaurant system that utilizes Llama and Langchain To be the ideal candidate, you need to: - Be an expert in LLMs, Langchain, and the Llama 2 model - Exhibit proficiency in working with data analysis tools - Possess UI design knowledge and experience - Have prior experience in chatbot development for the ...

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    I'm in need of a seasoned Apache Solr professional to help me implement search functionality for my project. The ideal candidate has excellent expertise in Apache Solr and can effectively optimize search functionality for text documents. Key responsibilities: - Upgrade from Apache Solr 3.6 to a version supporting wildcard search, Windows server - Multi cores with replication - bulk import via CSV - core creation/deletion across master and slaves Ideal skills and experience: - Prior experience implementing Apache Solr for search functionality - Proficiency in data indexing and faceted navigation with Apache Solr - Strong understanding of optimization techniques for search functionality - Excellent problem-solving and analytical skills - Good communication and collaboration ab...

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    We're in search of highly motivated and seasoned automotive brokers to join our team. As a Broker, your role will involve facilitating purchases with sellers, ensuring vehicles are acquired at competitive prices, and optimizing profitability in each transaction. If you bring a solid background in car wholesale, retail, and possess top-notch negotiation skills, we'd love to hear from you! Responsibilities: Deep understanding of the local and international used car market Proficient negotiation skills Deliver exceptional customer service throughout the purchasing and sales process Effectively manage and sustain a consistent flow of new purchases Collaborate with sales management to craft impactful sales and purchasing strategies Conduct thorough market research to pinpoi...

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    As a busy individual managing both personal and business activities, I am in need of assistance to streamline my contact management efficiently and accurately. Your task will focus on: - Adding both personal and business contacts to my database. - Ensuring the entry of crucial information: specifically, the name and phone number for each contact. To accomplish this task smoothly and efficiently, the following skills and experiences will be beneficial: - Proven experience with data entry tasks, specifically involving contacts management. - Expertise in database management, data input, and validation. - Detail-oriented and meticulous approach to handle large volumes of data. - Familiarity with digital tools for document scanning. - Proactive communication to clarify any ambig...

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    We are engaged in the bag industry import and export supplier of the company, is committed to providing customers with more cost-effective bag production services. Now we need an engineer to help us build a company promotional page, which is required to meet the aesthetics of European and American customers. If you are good at it and interested in this job, welcome to contact me and communicate the design details. Please confirm with a reply starting with Hello World.

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    I'd like to extract the phone numbers of real estate agents from a particular website Key Requirements: - Extract agent contact information Ideal Skills and Experience: - Proficiency in web scraping - Experience with data extraction and automation - Strong understanding of data privacy laws and regulations Please note that the data is intended for internal use only and will not be shared with any third-parties.

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    I'm in need of a comprehensive contact list for Queensland-based mine sites. I'd like the list to include: - Company name and contact details - Mine site location and address - Contact person and title I'm looking for a high volume of entries, so ideally more than 50 mine sites should be included. The final deliverable should be an Excel spreadsheet. Ideal freelancers for this project should be experienced in data mining and collection. You should be thorough and detail-oriented to ensure all information is accurate. Knowledge of Queensland's mining industry would be a plus.

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    I'm on the hunt for a skilled Data Analyst who will work closely with our customer data, primarily formatted in Excel/CSV. The primary goal of this analysis is to identify trends and patterns that could aid our business processes. Key Responsibilities: - Deep analysis of customer data to identify patterns and trends - Create visually engaging and understandable reports Ideal Skills and Experience: - Proven track record as a Data Analyst - Comprehensive understanding of data analysis methodologies - Superior skills in Excel/CSV data processing - Ability to present complex information in an engaging and understandable manner. Your contribution will hugely impact our business decisions. I look forward to viewing your proposals. Please include samples of your previous...

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    I'm looking for a skilled web developer to create a portfolio website for my freelancing services. The main aim of this project...my freelancing services. The main aim of this project is to showcase my work and establish credibility with potential clients. Key Deliverables: - Design and develop a visually appealing and user-friendly portfolio website. - Include a contact form for clients to reach out easily. Additional Features: - An interactive testimonials section is needed to showcase positive feedback from previous clients. I'd prefer to work with someone who has a good eye for design and experience in creating portfolio websites. Additionally, knowledge of implementing contact forms and testimonials sections will be highly regarded. Please include samples of...

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    I am seeking a highly skilled freelancer to undertake a multifaceted project involving the detailed completion and enhancement of a CSV file for upload to Square. This extensive project requires three core competencies: meticulous data extraction from our website, proficient data entry into an Excel form, and the creation of engaging service descriptions using AI tools. The ultimate goal is to craft a CSV file that not only meets but exceeds the requirements for Square's platform, ensuring a seamless upload process. Key Responsibilities: Data Extraction and Accuracy: Initiate the project by extracting data from specific sections of our website. This data must be accurately transcribed into an Excel form, adhering closely to the required fields. Attention to detail is p...

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    I'm looking to build a custom scraper fo...scraper for DeFi exchanges. The main features I'm interested in are: - Historical data analysis: This is crucial for me to make well-informed decisions about the market trends. - Real-time data updates: Although not explicitly stated in the questions, the bot will need to be able to update data in real-time. This will help me stay ahead of the market. I currently prefer the output in CSV format, as it is easy and widely used. Given the nature of the DeFi space, experience in cryptocurrency scraping bots is a must. It would be ideal to have experience with DeFi exchanges particularly. This project will require strong skills in programming languages such as Python, R, or JavaScript, as well as experience in data sc...

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    I'm seeking a skilled developer to assist in integrating a custom application with Constant Contact. Key Requirements: - Skilled in Pnp programming language - Experience with system integration - Able to work with Constant Contact APIs Your proposal should demonstrate your experience in integrating systems, particularly with Constant Contact. Prior work and references showcasing this expertise would be highly beneficial.

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    I need a full CRM software with access to the source code. The CRM should specifically provide excellent contact management functionalities. Core Features Required: - Contact Management: This should come with both contact categorization and history logging. The contact categorization should allow flexibility through both custom tags and pre-defined categories. Ideal Skills and Experience: - CRM Software Development - Database Management Systems - Customer Data Management - UI/UX Designing The final delivery should include source code and straightforward instruction for set-up and use. Having experience in CRM software development is mandatory. Please ensure your proposal includes relevant past works before bidding.

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    I am in search of a proficient data entry specialist based in LATAM who can help me with various data management tasks. Key Responsibilities... - Data Cleaning: Your role will also involve cleaning data sets to ensure they are free from errors and inconsistencies. - Data Verification: You will need to cross-verify data to guarantee accuracy and reliability. Preferred Tools: - Proficiency in Microsoft Excel, Google Sheets, and CSV file format is preferred. Ideal Candidate: - Prior experience in data entry, processing, and cleaning. - Familiarity with data verification methods and tools. - Proficiency in Microsoft Excel, Google Sheets and CSV file format. - Attention to detail and accuracy in data management. Please note that the estimated amount of data to be processed...

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    I have a list of contacts in an excel file, and I need someone to find their email addresses. - The main task will be to locate and verify the email addresses of these contacts. It is crucial that the emails provided are accurate. - The purpose of this exercise is for personalized outreach to these individuals and not for mass email marketing or research purposes. The ideal freelancer for...someone with excellent research skills, an ability to meticulously verify information, and experience in email marketing or personalized outreach. A high level of proficiency with Excel is also required. Files: There are lots of entries that need to be completed. you will need to add the email address of the contact.

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    ...informational website. Here are the key details: - I'm looking for a website that consists of 6-10 pages in total. - The website will need to have a contact form for users to reach out to me. - Additionally, the website should also have a blog section, where I can regularly post updates. - Lastly, I'd like for users to be able to subscribe to my newsletters directly from the website. Website is informational trading website . I will give you the 2 website from which we need to take. . Ideal skills and experience for this job include: - Proficiency in web development (front-end and back-end) - Experience with creating informational websites with contact forms and blog sections - Familiarity with integrating newsletter subscription feature - Excellent communi...

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    I am in need of an individual with skills to assist with the migration of data from FS5 and .IDX files. My project involves: - files in FS5 or .IDXfiles that need to be migrated into a usable, readable CSV format that can be edited a - Handling text data specifically, and ensuring its integrity is maintained throughout the conversion. Potential freelancers need to have: - Knowledge of FS5 /.idx files. - Strong knowledge and understanding of text data management. - Excellent problem-solving aptitude, as the difficulty level can vary across files. I look forward to a thorough demonstration of your ability.

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    I'm looki...installation so that I can have the flexibility to export any field I need for generating reports. Key requirements: - Custom export fields: I want to be able to export data from any field in my ticket forms. - Future-proofing: The solution should allow inclusion of fields from current and future forms. Ideal skills and experience for this job: - Proficiency in osTicket: You must have a solid understanding of osTicket and its architecture. - PHP Development: The modifications required will likely involve PHP scripting. - Database Management: A good grasp of database management is necessary to integrate new fields for export. The project will involve making these modifications to the current osTicket system to ensure that I can easily and eff...

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    I have a CSV file that I need to be analyzed through visual data analysis in Python. The CSV file has a wide range of data, but the specifics of what data I'm interested in have been left open-ended. I need you to help me identify trends and patterns from this data and provide me with clear, insightful, and informative visualizations. Ideal skills: - Strong background in data analysis. - Proficiency in Python and data visualization libraries. - Experience with analyzing CSV files. - Ability to generate insights from data.

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    To fill this position, I am looking for a seasoned Tableau Expert who can efficiently create a dashboard that helps in tracking and visualizing Employment Metrics. Key Project Requirements: - Connect and import data from CSV files - Visual representation of data utilizing Line charts, Bar charts, and Geographical maps - All visualizations must be designed to track Employment data pulled from a pre-existing census Ideal Experience: - Proven experience in creating interactive Tableau dashboards - Proficient in handling CSV data within Tableau - Excellent experience with line charts, bar charts, and geographical mapping - Experience in employment data analysis or HR data visualization is a distinct advantage This is a fascinating project that needs advanced skills on Tablea...

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    Looking for an expert to collaborate within Figma for desired website design, correct format/placement, code, export etc. Further details upon contact. Will consider all types of freelancers

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    ...administrators to specify the cashback name, type (product/category/customer), associated category/product, start and end dates, usage limits per user, and minimum cart amount for eligibility. 2. Abandoned Cart Display: --> A new page dedicated to abandoned carts should be created, allowing administrators to filter carts based on criteria such as date range, cart amount, and associated products and export options. Everything is explained in detail in this video: Technical Requirements: - The new features should seamlessly integrate into both the Flutter mobile application and the Laravel web platform. - Developers must be proficient in Flutter for mobile development and Laravel for web development

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    Hi Vishal, we had a project together a few years ago and I would like to have something similar again. Are you available for a research project? Contact details of managers in Saudi Arabia with the roles: Sponsoring, CSR, event of the top 50 companies

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    I'm seeking a skilled Drupal expert to help me to export form submissions from the Drupal website to csv More details will share I can able to download as json file. I can able to download as yml file. But only CSV is blocking. So iwant CSV export web form Ideal Skills and Experience: - Proficient in Drupal CMS - Prior experience setting up content management systems - Ability to tailor CMS systems to specific business needs - Good communication skills to ensure our team can effectively use the CMS.

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    Example link: I require the capture/extraction of 84x numerical values (table comprises of twelve events, seven results p...PDF file as quoted above. There will be 1,000s of unique PDF's, so my guess is I'd copy/paste relevant addresses into an Excel file and a Python script would run from there (?). To my knowledge, PDF file is always four pages in length, relevant table to scrape is always located on page2. Required data is always located in the same position/same column in PDF files. (Possible) example output in CSV/Excel could look like: date | 1H | 21,114,900 | 291,000 | 719,400 | 119,200 | 71,000 | 17,900 | 12,600 That output line (above) would have twelve lines of data per daily PDF file (1H, 2H, 3H etc)

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    ...customer segmentation strategies. As such, the project will require a deep understanding of customer behavior and sales patterns. - **Data Type**: The data provided for this project is structured, primarily in Excel and CSV files. Your ability to effectively manipulate and analyze this data will be crucial. Ideal Skills and Experience: - Proficiency in Azure and strong experience in running ML models on the platform - Proven track record in customer segmentation and sales data analysis - Ability to work with and manipulate structured data effectively, particularly in Excel and CSV formats I'm looking for someone with a solid understanding of sales data and a keen eye for customer segmentation. If you're confident in your ML skills and Azure proficiency, I'...

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    Company homepage development 2 days left
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    We are engaged in the bag industry import and export supplier of the company, is committed to providing customers with more cost-effective bag production services. Now we need an engineer to help us build a company promotional page, which is required to meet the aesthetics of European and American customers. If you are good at it and interested in this job, welcome to contact me and communicate the design details. Please confirm with a reply starting with Hello World.

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    I'd like to extract the phone numbers of real estate agents from a particular website Key Requirements: - Extract agent contact information Ideal Skills and Experience: - Proficiency in web scraping - Experience with data extraction and automation - Strong understanding of data privacy laws and regulations Please note that the data is intended for internal use only and will not be shared with any third-parties.

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    I urgently need a skilled graphic designer to make a small yet important change to my business card. Specifically, this entails updating my phone number and adding an whatsapp QR code ensuring the new number includes the corresponding country code. Ideal candidates should possess: • Excellent eye for details • Prior experience in business card design • Ability to work promptly yet precisely • Proficiency in using graphic design software • Familiarity with international phone number formats

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    I am seeking a highly skilled freelancer to undertake a multifaceted project involving the detailed completion and enhancement of a CSV file for upload to Square. This extensive project requires three core competencies: meticulous data extraction from our website, proficient data entry into an Excel form, and the creation of engaging service descriptions using AI tools. The ultimate goal is to craft a CSV file that not only meets but exceeds the requirements for Square's platform, ensuring a seamless upload process. Key Responsibilities: Data Extraction and Accuracy: Initiate the project by extracting data from specific sections of our website. This data must be accurately transcribed into an Excel form, adhering closely to the required fields. Attention to detail is p...

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    I'm launching an import and distribution en...business. The logo's color scheme must include Red, White, and Blue and incorporate a "Star" symbol. Although our business focus is global, our primary target markets will be Chile, New Zealand, Australia, and China. Key Qualities To Reflect In Design: - Innovation - Reliability - Stability - Trust - Confidence Skills & Experience: - Previous experience in designing logos for startups or import/export businesses. - Strong understanding of color theory and symbolism. - Ability to effectively incorporate symbols into design. - Proficiency in contemporary design trends. - Familiarity with cultural nuances of our target markets. Thank you for taking time to understand the vision of our new project. I look forward ...

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    Greetings! I am in need of someone to either make a complete Barcelona El Prat Airport in Roblox Studio or blender in which can be exported easily into Roblox Studio. OR... Export a X-Plane/Microsoft Flight Simulator Airport Model onto Blender and then easily onto Roblox Studio with final touches (runways, interior) to be polished and realistic. OR... Make a CSG Airport in Roblox Studio with complete interior & custom assets.

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    I'm seeking an experienced Google Script specialist to automate tasks and manage data for my project. Here are the specifics: Automating tasks: Your main responsibility will be to automate data import/export processes using Google Script. I need to take the data attahed to a daily email in excel format, upload this data (and historic) to a data base and then allow to consult that data from different spreadsheet in google with a query. Ideal skills and experience include: - Proficiency in Google Scripts and automation - Experience in data management - Google spreadsheet analisis reports If you have the needed expertise, I'm excited to work with you!

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    I am looking for a skilled freelancer, adept in ETL (Extract, Transform, Load) operations. In this project, your task will be to extract CSV files from an SFTP server and load them onto a SharePoint Document Library. Key responsibilities: - Source the data from the SFTP server. - Ensure accurate and smooth extraction of CSV files. - Successful Load of the data to SharePoint Document Library. Ideal candidate skills and experience: - Solid background in ETL operations. - Prior experience with SFTP servers. - Proficiency with working CSV files. - Familiarity with SharePoint Document Library.

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    ...looking for a web scraping expert who can help me gather information from various medical service provider websites. Key Requirements: - Extract doctor names, contact information, medical service details, and additional data such as phone numbers, specialties, and participating plans. - The information should be pulled from three specific websites - Website 1, Website 2, and Website 3. Your deliverable: - The scraped data should be compiled into a CSV format for easy analysis and integration into our system. Ideal Skills: - Proficient in web scraping and data extraction - Advanced knowledge in handling and exporting data formats like CSV - Experience in scraping medical websites or similar domains would be a plus. Please bid only if you can start immediately...

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    You are asked to create an Excel file (FILE A) that: 1) Automatically extract data from another Excel file (FILE B) which is located in an FTP folder and which is updated every day. 2) The FILE A must extrapolate the data from the FILE B based on some filters that can be set or changed. For example, a filter could be the Brand or the Price. 3) The output (FILE C) of FILE A must be a .CSV file composed of 3 columns: SKU, Quantity and Price. 4) The final part is that this FILE C is saved inside another FTP folder. This entire 1+2+3+4 process must be done automatically every day at a certain time without the intervention of an operator.

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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. 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 - Ability to work with CSV files - Familiarity with API integration - Strong communication skills for seamless collaboration 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 complet...

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    ...air pollution modelling using RStudio. The primary tasks for this project include: - Data Collection & Analysis: I need help in collecting relevant data on air pollution and subsequently analyzing it. - Result Visualization & Interpretation: After the data analysis, I require support in visualizing the results and interpreting them. The data that will be provided to you for this task will be in CSV format. Therefore, you should be well-versed in handling and analyzing data in this format. The ideal candidate for this task should have a strong background in data analysis, particularly in the context of environmental science or air pollution. Proficiency in RStudio is a must, as this is the primary tool that will be used for the modelling activities. Your role in thi...

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    As a client, I'm seeking a seasoned data analyst with expertise in data science who can thoroughly clean, preprocess, and visualize a dataset sourced from CSV files. The chosen candidate: - Should first start with cleaning and preprocessing the data to create a reliable foundation for analysis. - Should then interpret and present that same data through meaningful visuals to explore its intricate properties and characteristics. - Should additionally facilitate statistical analysis to derive patterns and trends otherwise invisible to the naked eye. The hoped-for end-product of this project is not just predictive analytics but insight and data-driven recommendations that will inform future decision-making. Proficient use of Python or R for these tasks is essential, as is familia...

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    ...details## I have an existing Online Stamp Inventory for Postal Stamp Collectors in my site. It is made in CakePHP. I need to add some features to it and repair current feature. I want to add Export/ Import feature, improve search feature and add the feature of uploading images/document, repair Year field, URL field etc, make the current captcha and email verification system better. Might add some new form fields. Further, I want to dedicate one user as Admin. Admin gets all features like common users. Only difference is Admin can see user details like their username, email ID and registration date and can export it. No seperate Admin panel needed. See the site: This is very easy Project. Just making Form fields and report generating. Lowest bidder

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    software integration -- 2 2 days left
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    We have a software written in c++ and we will like it to be linked to our tuning software winols is this something you can help me wit...cannot code the software to work with every ecu every software version. So lets say the user selects mercedes then selects edc17c66 ecu and want adblue dpf egr off the software will send the file they have uploaded to my winols and in my winols there will be a file for that sw version ecu and it will make all modifications taking the modifications from the modified file in my winols database and export the file back to the end user who is using the software And winols has a plugin called winols lua. Thats how you can make communication with winols externally Winols is using lua language to control winols externally, A video attached of the softwa...

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    I'm in need of a proficient individual who excels in SPSS for a data interpretation task. The main task involves the analysis of a questionnaire and exporting relevant tables from SPSS. Here's what I'm looking for: • Skilled in analyzing questionnaires using SPSS • Able to export data into tables • Analysis should be done based on patterns of behavior • Writing a brief description of data based on hypotheses The data is on an Excel file right now. Please bid only if you have relevant skills and experience as it will demand a high level of expertise and detail orientation. Don't hesitate to ask if you have any queries. Thank you!

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    I'm in need of a VtigerCRM developer who can create a...conditions. Specifically, I need: - Sales Orders to be triggered by the creation of a new contact, based on the contact type. - Customization of the Sales Orders based on the contact type, specifically through the selection of a relevant product or service. Please note that the level of integration required with existing systems has not been specified by the user. This could involve: - Data import/export - Real-time synchronization - API connections Ideal skills for this project include: - Proficiency in VtigerCRM - Strong understanding of VtigerCRM automation and customization - Previous experience with creating automated Sales Orders - Ability to integrate with external systems (data import/e...

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    fixing the import/export function of cars of vwe platform on The connection with VWE runs via the following portal: manual: (they now use POST option) (logins below) In the "status" tab I can indicate to which URL this link forwards the data. In the "sandbox" tab you can also test the link to your own URL. As you can see, the link pushes all data to This is the script that can be found on the file server that ultimately receives the data and processes it in Wordpress. The Incremental link makes a POST request to this script containing the data. In the script you see 3 types of actions in a switch: Add (new vehicle) Change (vehicle exists, adjustment is being pushed) Delete

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    I'm seeking a skilled Drupal expert to help me to export form submissions from the Drupal website to csv More details will share - Implement a user-friendly CMS system with Drupal - Ensure the system is easy to navigate for non-technical staff - Customise the CMS to suit our business needs Ideal Skills and Experience: - Proficient in Drupal CMS - Prior experience setting up content management systems - Ability to tailor CMS systems to specific business needs - Good communication skills to ensure our team can effectively use the CMS.

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    I need to integrate a robust contact form onto my wordpress website that collects the visitor's name, email, phone number and message. This form should be designed to match the overall theme of the website. Key requirements: - The form should be a seamless part of the website's interface. - It needs to collect visitors' name, email, phone number, and message. - The responses should be delivered to me via email. Ideal Skills: - Proficiency in HTML, CSS, and JavaScript for form integration. - UI/UX design experience for ensuring the form fits the site theme. - Familiarity with back-end development for the email delivery mechanism.

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    I'm looking for a talented Flutter developer who can build a mobile app that allows users to mix two audio files at different voice levels and export the final version. Key Features: - Mix two MP3 audio files with different voice levels - Implement slider control for users to adjust voice levels - Compile two lists within the app for selecting audio files - Provide a playback feature for previewing the mixed audio - Export the final mixed version - User should be able to add/remove files from both the list as needed - In both lists, user should be able to browse and select audio files from the device to get added to the list. - mp3, m4a (voice recorder format) should be supported. Ideal Skills: - Proficient in Flutter for both Android and iOS platforms - Experience wi...

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    I'm in need of a proficient web developer to add two functional forms to my current website. First, a comprehensive Reg...add two functional forms to my current website. First, a comprehensive Registration Form that includes fields for Name, Email Address, Phone Number, Address, and Property Information. The second is a Contact Form with input fields for Name, Email, and a text area for a message to be included. Ideal candidates should have substantial experience and skill in form creation, website development, and user experience design. Understanding the importance of intuitive design and seamless function in these forms is key. The site is: and the forms are Quote and the other is Contact. Right now, if you complete and send the forms, cgi would not know what to ...

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    ...need a professional to help me extract contact details from the Australian Institute of Architects website. Their website address is: There are 566 architect contacts for Sydney, NSW, Australia within 100km. I requirements: - Extracting: I require the following contact information to be extracted: Business Name, Email, Phone number, Full address separated by suburb, postcode and state. - Formatting: All extracted data should be structured and organized into an Excel spreadsheet. Ideal Skills: - Web Scraping: Proficiency in web scraping tools and techniques is essential. - Data Entry: Experience with data entry and extraction. - Attention to Detail: Accuracy in capturing and organizing contact details is crucial. - Excel Proficiency:

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    I'm looking for a skilled graphic designer to create an elegant, high-resolution logo for my UAE-based import and export company. Key features of the desired logo design include: - Being simple yet striking - Employing a color scheme of classic black and white - Created in such a way that it is usable in various formats (pdf, png, transparent, etc) and is easily printable and designable - Providing a few different options for me to choose from The ideal freelancer for this job should demonstrate: - Significant experience in graphic design, preferably with a portfolio of logo designs - Excellent understanding of color theory - Proficiency in design software such as Adobe Illustrator or Photoshop - Attentiveness to detail - Prompt communication and amendability to feedba...

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