Science of computer programming pdf jobs
I need someone to extract the data from a PDF file and build it into a Word document. The purpose of this is to make the content editable. - The PDF is simple, with only text and no complicated layouts, images or tables. - I would like the extracted text in the Word document to have a specific formatting style applied where headings are large, words are small. Ideal candidates should have experience with PDF to Word conversion, and possess skills in editing and formatting. Being detail-oriented is a major plus. Please note that the extracted content must be accurate and the final Word document should maintain a professional finish. Do NOT deliver this as a simple export because I could easily do that. Run grammar checking for English (Australia)
...running my own authoritative name servers (bind). However, I'm noticing issues with the setup. I'm fairly confident that my configuration is correct, but there must be something I'm missing. So I'm looking for help. I can offer 50€ plus another 50€ if you find an issue with my servers that solves the following problems, or at least some of them. - Sometimes name resolution fails when using a third-party resolver like quad8, quad9, or quad1. This happens maybe 1 out of 10 times. You can test it with the domains: , , , , , , Once the records are cached by the third-party resolve, there is no problem anymore until the records expire. - Furthermore, when I want to use them as authoritative name servers
I am in need of a skilled 3D animation cartoon video maker who can create an engaging and entertaining long-form video for me. Key Requirements: - 3D Computer-Generated Animation: The animation style I am specifically looking for is 3D computer-generated. I'm interested in high-quality, detailed animations. - Video Length: The video I need is more than 10 minutes long, so I need someone who is comfortable and experienced in creating longer-form content. Ideal Skills and Experience: - Proficiency in 3D animation software: You should be well-versed in using 3D animation software to create high-quality animations. - Portfolio: I'd like to see a portfolio of your previous work, especially any long-form 3D animations you've created. - Creativity: Sin...
I am looking for an expert in Python programming to assist me in the creation of a multi-timeframe indicator merge. The project entails the merger of the 4hr, 1hr, 15min, and 5 min timeframes while including specific indicators, namely Moving Average, Relative Strength Index (RSI), ADX, and Webslingers. To make informed bids, it's important to note the following: Ideal Skills & Experience: - Extensive knowledge in Python programming - Proven experience in financial analytics - Expertise in working with listed indicators Project Requirements: - Code the multiple timeframes using Python - Integrate the Moving Average, RSI, ADX, and Webslingers indicators - Generate the deliverable output as a CSV file Please feel free to inquire if you need more clari...
I need someone who is proficient in data analysis, particularly with unstructured data sets. The primary goal of this project is to extract insights from both text and numerical data. You'll also be required to perform machine learning techniques such as LDA and NMF. Key Responsibilities: - Extracting insights from unstructured text and numerical data - Utilizing machine learning techniques like LDA, NMF, etc. - Ensuring an ethical approach to data analysis - Asking the right questions for analysis and providing detailed insights Requirements: - Extensive experience in data analysis, particularly with unstructured data - Proficiency in machine learning techniques like LDA and NMF - Strong ethical understanding and the ability to consider ethical implications in data analysis...
I'm in need of an AI-based image editing solution that can replace skies and chromakey functions for our web-based applications. Key Features: - The primary goal of this AI image editing solution is to automatically perform color correction, chromakey, and sky replacement on images. - The tool should be able to process a large number of images with speed and accuracy, enhancing the visual appeal of our content. Compatibility: - The solution needs to be compatible with web platforms, ensuring seamless integration and operation within our existing systems. Ideal Skills and Experience: - Strong proficiency in Python programming, particularly in the development of AI solutions. - Previous experience in image processing and editing, with an emp...
I have a PDF version of a brochure, and I require the double page spreads to be split into separate A4 pages. There are 8 double spreads to be split into separate A4 pages. The content should be kept exactly the same.
...in need of a proficient developer to create a comprehensive computer (in a network) probe software compatible with Windows and Linux. The software should have the following key features: 1. find systems in a network and log details to a CSV file/db table. hostname, ip addresses , mac address etc along with hard disks ,os,version etc. 2. find applications installed in the computers Ideal Skills & Experience: - Prior experience in developing network monitoring and security auditing software. - Proficiency in programming languages suitable for cross-platform development. - Strong understanding of network protocols and security standards. - Experience with compliance monitoring tools and techniques would be an added advantage. Pl...
I'm seeking an expert C# developer to create a powerful software for Windows that will cater to the needs of advanced-level programmers. Key Features: - The software should encompass all the essential functions required for an advanced C# developer including code editing, compilation, and debugging - The program must be user-friendly yet comprehensive to accommodate the intricate requirements of advanced users Skills and Experience: - Strong proficiency in C# programming is mandatory - Prior experience in designing and developing development tools is highly preferred - A solid understanding of Windows operating system is crucial The primary goal of this project is to deliver a highly functional, effective, and efficient tool for the advanced C#...
...changeable touching icons placed in down part of display In each page are displayed more rounded bar with % value received from 3 x ads1115 i2c connected Key Responsibilities: - Program the ESP32 to recognize and interpret the data from the I2C ADS1115 sensor module - Integrate a responsive touchscreen control and an LCD display on the Waveshare ESP32 s3 Touch LCD 4.3 - Ensure the system is user-friendly and able to display the sensor readings accurately - Implement the system in a way that is easy for someone with an intermediate level of programming experience to understand and modify Ideal Candidate: - Proficient in Arduino and ESP32 programming - Prior experience working with touchscreen displays and sensor modules - Good understanding of data i...
...application development. Expert in low-level programming, specifically in system-level assembly language. Knowledgeable in gaming input emulation and keyboard input simulation. Experience in backend applications is beneficial. Project Specifics: The emulator must not breach game firewall securities or require unauthorized system modifications such as disabling driver signature enforcement. It should operate successfully in the game, similar to devices like Arduino Leonardo or ESP32. The goal is to simulate pressing the Z1 keys solely through software, without external devices. Activation should be tied to the Caps Lock LED status—active when on, and inactive when off. Solutions utilizing 'keybd_event' and 'SendInput' do not meet the requirements of...
I need help with typing up PDF files. The finished documents should be delivered as PDF files. The project involves: - Typing content from PDF files into a new document - Ensuring the typed content maintains proper structure and spelling - Basic formatting to make sure the text is readable and well-organized Skills and experience needed: - Proficient in typing and data entry - Familiarity with PDFs and basic formatting - Attention to detail to ensure accurate transcription - Ability to deliver the final documents in PDF format.
...features for tracking student progress, including test scores, attendance, and performance analysis. - Payment Gateway: Integration with a secure payment gateway to facilitate online transactions for course fees. Ideal Skills: - Strong PHP programming skills and expertise in building web applications - Proficiency in creating user-friendly and intuitive interfaces for various types of users - Experience in integrating payment gateways into web applications - Understanding of educational management systems or similar projects would be a plus The primary users of the system will include students who are preparing for the IELTS test, teachers who will manage the lessons and track student progress, as well as administrators who will oversee the overall system o...
I need assistance with educational work related to the subject of science.
I'm looking for a highly skilled QT senior development engineer to help build a desktop application. This project will tap into your expertise in various areas such as C++ programming, the QT framework, and user interface design. Key Skills & Experience: - Strong proficiency in C++ - Extensive experience with the QT framework - Excellent User Interface (UI) design skills - Knowledge in Python and 3D will be a plus The main function: 1: Windows platform, jointly developed by QT+python. 2: Communicate with hardware devices through serial port/Ethernet. 3: Support MODBUS-485, TCP, UDP and other communication protocols, with 1ms cycle response. 4: Support hardware parameter configuration, multi-channel data analysis, storage, data playback, and support real-time data curves...
I'm encountering ligature font issues with Indian languages such as Devanagari, Tamil, Bengali, Hindi, and Marathi. The problem seems to be when we download the PDF. I need a professional who can help me resolve this issue. Key Requirements: - The task is primarily focused on troubleshooting and fixing ligature font problems - The end goal is to ensure the correct display of the fonts in a PDF file. Ideal Skills and Experience: - Proven expertise with Indian fonts, particularly Devanagari, Tamil, and Bengali. - Prior experience with troubleshooting ligature font issues in a print media setting. - Familiarity with creating PDF files from print media sources. - Attention to detail and ability to deliver high-quality work. Please bid on this project if yo...
...designer will need to complete the design in web and print formats in pdf (vector), jpeg and ai. before receiving the prize money. Key Responsibilities: - Craft a classic and elegant logo that embodies our brand's essence as per the design brief attached - Ensure the logo is versatile and works well across both online and print mediums (verticle and horizontal logo formats on colored, black and white backgrounds. - Create a design that is a perfect blend of text and icon elements Ideal Skills and Experience: - Proficiency in logo design, particularly with sports, cooperate, classic and elegant styles - Strong understanding of the nuances of designing for both online and print - Experience in creating a combination of text and icon-based logo d...
...within the Web3 and DeFi sectors. This role requires a proactive individual to enhance our accelerator’s offerings and ensure they are perfectly aligned with the needs of startups in this rapidly evolving industry. Key Responsibilities Design, implement, and refine accelerator program structures specifically tailored for Web3 and DeFi startups. Facilitate seamless coordination across internal teams and external partners, ensuring alignment with the DAO’s token economy and governance structures. Develop and maintain strategic partnerships critical to the blockchain ecosystem. Manage the logistical and organizational aspects of the program to guarantee efficient operations. Manage our 60+ mentors and onboard new industry leaders to support our startups. Evaluate...
...irrigation purposes. The main concern is potential presence of bacteria and pathogens which could not only affect plant health but also seep into produce, posing health risks. We have a 5 acre wooded property in the mountains and the new neighbors blocked the water supply running into our several wet water streams going through our property. Now all the previously blocked areas have been released and the water coming through on our property is not normal. We are worried that it could kill our trees, wildlife, and vegetation. We are also worried about recent pesticides and herbicides being used in the area that are seeping into our property. - Testing for Bacteria and Pathogens: Providing detailed information about the extent of bacterial and pathogen contamination is cru...
...should be compatible with TradingView and capable of the following: - Generating buy and sell signals based on specified trading strategies - Implementing stop loss and take profit orders for risk management - Adapting to customizable trading strategies - Actually executing trades and proving profitable over time The ideal candidate should have: - Profound understanding of trading principles and market dynamics - Solid experience in developing trading bots and implementing complex trading strategies - Proficiency in Python and experience in integrating with TradingView - A track record of building successful, profitable trading bots This project is a great opportunity for someone looking to apply advanced trading knowledge and programming skills in crafti...
I'm in need of a web-based job card system that will allow the creation and editing of digital job cards. There is also a requirement for quotes, parts / inventory, archived jobs, and customer management. Both employees and managers will need access to the system, with an admin login section for authorization of completed job cards. We would like the system to export completed jobs to CSV file for automated invoice generation in Quickbooks Online. We will also require the system to import the customer database from Quickbooks in CSV format. Key Functionalities: - Creation and Editing of Jobs - Ability to use system on-site / remotely through the use of iOS or Android web browsing. Some - Ability to select a simple job status from a drop-down comb...
We are seeking an experienced developer to convert the SPM12 GUI interface, currently built on the MATLAB compiler, into a Python application. The source code for SPM12 is avai...Translate the entire SPM12 codebase from MATLAB to Python while maintaining functionality. • Develop a Python-based GUI that replicates the current MATLAB interface. • Ensure the converted application integrates well with Python scientific computing stacks. Key Deliverables: • A fully functional Python version of SPM12. • Source code with comments and documentation. • A user guide for the Python-based GUI. Skills Required: • Proficiency in MATLAB and Python programming languages. • Experience with GUI development in Python. • Familiarity with sc...
I'm in search of a skilled freelance graphic designer with a strong proficiency in logo design. This work requires a creative thinker, capable of developing unique and clever designs. Key Requirements: - Proficient in logo design - Skilled in creating modern, minimalist designs Final Deliverables: - Raster files (JPEG, PNG) - PDF files Experience in advertising design and video creation is a plus, as the role may evolve to encompass these areas in the future. The ideal candidate will be self-disciplined and able to work effectively in a fast-paced and ever-changing environment. I look forward to your bids.
I'm in need of an experienced software developer to create a custom application for soil testing. The software should be capable of handling comprehensive soil analysis and generating relevant reports. Key Requirements: - A software that can analyze a wide range of soil testing parameters, including but not limited to pH levels, nutrient composition, and soil moisture content. - The primary focus of the software should be on advancing agricultural soil quality and providing actionable recommendations for soil improvement. Ideal Skills: - Proficiency in software development, with a focus on applications related to scientific analysis and data processing. - Familiarity with soil science or agriculture would be a plus. - Past experience in developing ...
...need of a professional who can convert a PDF document to Excel format. The PDF contains a mix of text, tables, and images, which must be meticulously replicated in the Excel format. Key requirements: - Handle mixed content: The PDF has a mix of text, tables, and images. You should be able to accurately translate this diverse content into Excel. - Replicate PDF layout: The layout of the PDF needs to be maintained in the Excel format. This means tables should look the same, images should be placed correctly, and the text should be in the same positions. Ideal skills and experience: - Proficient in PDF to Excel conversions: You should have experience in converting PDF documents with mixed content to Excel while...
I'm in need of freelancers who can assist with live streaming on Kwai. The streams are to be public and will primarily focus on entertainment content. Live content: casual games. During the live broadcast, introduce the game you are playing to the audience. Live broadcast platform: Kwai platform Live time: Live broadcast time: 7:00-10:00 in the evening local time in Brazil, two hours of continuous broadcast every day. Rest: 4 days off a month. Basic requirements： computer equipment and Internet in Portuguese (and preferably in English) and cheerful the face live Job salary: Fixed part: 2 hours of live broadcast every day, 10 US dollars per hour. If you are willing to broadcast for a third hour, the hourly wage for the third hour is $5. Commis...
...Requirements: - Translate both scanned and text-based PDFs/images: I need a professional who can handle both types of documents with equal proficiency. - Language Proficiency: The translation will be from English to a variety of languages. Your ability to work with any language from a dropdown menu is crucial. - High Accuracy: The translated content must retain the original meaning and context with 95+% accuracy. Ideal Skills and Experience: - Proficient in Python: You should have extensive experience using Python, along with any relevant libraries or tools that can help in this task. - PDF Handling Expertise: Previous experience with handling PDFs is a must. Familiarity with different types of PDFs and potential challenges in translating them is a plus. ...
I have a scanned PDF document that needs some alterations. The primary tasks include changing the company name and updating contact information. Your expertise in both text editing and formatting is crucial for this project. Key Tasks: - Change company name: The new name should be seamlessly integrated into the document, replacing the existing one. - Update contact information: The current contact details in the document need to be replaced with the new information provided. Skills and Experience Required: - Proficiency in PDF editing: Experience with editing text in scanned PDFs is necessary, as the document is not in its original format. - Attention to detail: It's essential that the changes are made accurately without affecting other parts of the document. - ...
I have written a Python code to extract a table from an HTML file. I need an expert in Python, Pandas and BeautifulSoup4 to review and make minor adjustments as necessary. The purpose of the table extraction is for data analysis. The HTML file has multiple tables with some nested elements, not overly complex. Key Requirements: - Need an expert in Python programming - Familiarity with Pandas and Beautiful Soup - Experience in data analysis The job mainly involves reviewing the existing code, fixing any issues that may hinder the data extraction, and ensuring that the extracted table is ready for analysis. Please note that no additional data preprocessing is required, just fixing the current code. --- name "iXBRL" , inside folder contain multiple html file(hundre...
...need: - User Registration and Login system. - Payment Processing integration. - An AI Chatbot with capabilities for information retrieval and analysis. - An OCR (Optical Character Recognition) system. - Both Frontend and Backend development are necessary. - Seamless integration of the AI chatbot, OCR, and payment processing into the website. - A well-documented API to allow for future expansion. The ideal candidate for this project should be proficient in Python (Django/Flask), laravel, node js, vue js, AI programming, and API development. Experience with building SaaS platforms, payment processing integration, and chatbot development would be a great advantage. Accuracy, scalability, and security are top priorities for this project. Immediate availability and good comm...
I...automates the process of filling online forms with data. The ideal candidate should have: - Extensive experience in Automation programming - Strong knowledge of form-based online platforms - Proficiency in cross-verifying data with existing databases Key tasks: - Design and set up an automation system to accurately fill online forms with data. - Implement a cross-verification function that checks the data to be filled against existing data to ensure its accuracy. My expectations for this project are a system that will accurately and automatically populate online forms, saving valuable time and reducing potential errors caused by manual data entry. Your ability to add a cross-verification step into this automated process is crucial, guaranteeing the reliabili...
I need a freelancer to convert my PDF file to a Word file using Word 2016. I'm looking for someone who can efficiently convert my PDF file into a Word document. The successful freelancer should: - Use Word 2016 (or newer) for the conversion - Ensure the document is accurately converted without any alterations to the original information - Possess strong attention to detail to ensure no information is lost or altered during the conversion Please include a detailed project proposal with your application.
...expert skilled in Raspberry Pi integrations to create a display of GPS coordinates, IMU data, and set the frequency for a TBS satellite receiver on a 7inch LCD screen. The components for this project are: - GPS module - IMU module - TBS satellite receiver The LCD display should show GPS coordinates and IMU data in real-time. It also needs to set the frequency for the TBS satellite receiver. The Raspberry Pi setup will be powered by a battery, so considering power consumption in the build is important. Ideal skills for this job would include: - Experience with Raspberry Pi integrations - Familiarity with GPS modules and IMU modules - Knowledge of frequencies for TBS satellite receivers - Proficient in power management for computer systems, particularly those po...
I have a PDF file that's a contract written in Arabic. I'm looking for someone who can convert it into a Microsoft Word document ( 12 PAGES ). Key Requirements: - Fluent in Arabic: The contract is written in Arabic so a good understanding of the language is necessary for accurate conversion. - Exact Formatting Match: It's important that the converted document looks exactly like the original PDF in terms of formatting. - Text and Layout Adjustments: The final Word document may need some text and layout adjustments to ensure it's professional and easy to read. Ideal Skills and Experience: - Proficiency in Arabic and English. - Experience in PDF to Word conversion. - Attention to detail for maintaining formatting. - Proficient in Micros...
We ...as an educational resource for students studying in Bengali. The animator should have experience in creating engaging and visually appealing 3D animations. The ideal candidate should be able to bring concepts to life through animation and capture the attention of the target audience. Add a few important and understandable topic from, Life Science, Physical Science, Geography, History, Maths, (Topic of Bengali and English if possible) Skills required: - Proficient in 3D animation software (e.g. Maya, Blender) - Strong understanding of character animation techniques - Ability to create realistic and visually stunning animations - Excellent storytelling and visualization skills ==' This may be a permanent project after getting and evaluating.&#...
You are required to write a report of 2400 words or equivalent in the style of a journal paper on an advanced contemporary topic in computer science. Your report should have the form and the style of a research publication and should have at least 12 references from journals, refereed conferences and other resources Ideal Skills and Experience: - Experienced in report writing - Able to conduct thorough research - Capable of writing in an engaging and informative manner - Able to work with minimal guidance.
I have a very old logo with super low quality. Your task is to re-create it in a modern format (vector). Requirements: - Recreate the old logo as a modern, high-quality vector image. - No changes are needed to the existing design; it should be recreated exactly as it is. - Deliver the final logo in PNG, PDF, vector formats. Ideal skills and experience: - Proficient in graphic design and logo creation. - Experienced in vector art and modernizing old designs. - Familiar with logo file formats and able to deliver in the required formats.
The budget for this is $3/hour for 40 hours a week. I'm looking for a English and/or Spanish speaker with a background in Computer Science to help me with writing abstracts and articles. As part of the proposal please submit a two-sentence summary of this paper:
In need of a skilled professional to develop a RESTful API using Python. The API should be designed to handle multimedia data. Ideal Expertise: - Proficient in Python programming. - Thorough experience in RESTful API development. - Should specifically be adept in dealing with multimedia data handling. - Great problem-solving skills. - Conduct testing ensuring optimization and compatibility. Transparency, communication, and attention to detail will be crucial for this role. A fast turnaround will be appreciated without compromising on quality. If you have what it takes to handle this job, I welcome you to make your bid.
Hello, I'm looking for someone who can assist me. The animation in the attached document shows boats within the iris of the eye. As I run a sports clinic, I would like to replace these boats with a sense of people winning, perhaps historical moments at championships that people recognize. The background is that I deal with both sports-specific injuries at my clinic and common ailments of regular individuals. The feeling to convey is that one can triumph over their troubles.
I'm looking for someone to convert a PDF document into a Word document. The main purpose of this conversion is to extract text from the PDF content which has complex formatting, including elements such as tables and footnotes. Key Requirements: - Accurate Extraction: The primary goal here is to ensure that all text is accurately extracted from the PDF file and transferred to the Word document without any loss or distortion. - Formatting Preservation: While the layout may be complex, I'm looking for the freelancer to maintain the font styles and sizes as they appear in the original document. The ideal candidate for this job would have: - Proficiency in PDF and Word processing tools - Experience with maintaining formatting during content transf...
I need an experienced freelancer to convert 35 PDFs of workplace policies to Word. Key Tasks: - Conversion: These PDFs are under an old company name; I need these PDFs converted to Word documents, maintaining the standard business formatting. - Editing: I then need the old company name to be replaced with the new company name throughout the text and in the footer. This includes ensuring that all references to the old company name are replaced in the text. Requirements: - Proficiency in PDF to Word conversion and editing. - Strong attention to detail to ensure all instances of the old company name are replaced with the new company name. - Knowledge of standard business formatting in Word. - Experience in updating large numbers of documents would be bene...
I am looking for a Python developer who can implement concepts from a research paper. - The developer must have solid experience in Python, ideally with an intermediate understanding of complex programming concepts. They should be comfortable with an intermediate level of complexity in translating research concepts into code. - Knowledge and experience with the PyTorch framework is a must. The freelancer will need to use it to implement the code from the research paper. This project will require a good understanding of data structures, algorithms, and object-oriented programming in Python. Experience with prior work involving code implementation from research papers would be advantageous. Please only bid if you meet these qualifications and can deli...
I am seeking a data entry specialist to help enter less than 100 pages of text data into a PDF. Your role will involve: - Accurately inputting provided text data - Organizing data effectively within the PDF Ideal candidates for this job should have: - Excellent data entry skills, focused on accuracy - Proficiency in dealing with PDF file formatting - Able to handle text data with excellence Please ensure that all rules and formatting guidelines are adhered to. Attention to detail is critical, as ensuring data accuracy is a key requirement for this project.
I need a cabinet drawing created based on the attached detailed illustrations. Need to add some minor details (ventilation holes, eye bolt etc) to reflect the actual cabinet. The final deliverable should be as per attached example in PDF format. -Need done urgently by Today. -Final version to be provided in PDF format.
I'm seeking a skilled designer with a strong grasp of the iOS design guidelines to revamp the UI of an existing app found on Google Play or the IOS store, that currently does not comply with the iOS design guidelines. The goal is to provide a fresh, visually engaging design that adheres to the iOS standards. Key Job Features: - Redesign of the entire app UI with a primary focus on visual design. - Ensuring the new UI is fully aligned with the iOS design guidelines. - Retain and enhance the core functionality of the app for a seamless user experience. Deliverables: Task 1: Redesign the user interface for an application. • Show 9 sketches of the interface design, Images, screenshots, ets. Task 2: Design 3 posters for the phone application. &b...
Seeking a skilled developer to create a personalized billing software that caters to my business needs. This program shoul...progress and areas for improvement. Users: The software should easily accommodate 1-5 users at once, with unique access capabilities for each user. Ideal Candidates: I'm seeking professionals with experience designing and developing business-centric software. Experience with .NET, Java, or other relevant programming languages would be beneficial. Knowledge of Windows-based software development and expertise in back-end databases are essential. Applicants who understand the needs of small-to-mid-sized businesses and have previously developed software within these parameters will be viewed favorably. Ensure your bid reflects your ability t...
I'm seeking a freelance professional to handle computer-related tasks including data entry, spreadsheet creation, word processing and software applications assistance. Requirements: - Proficiency in Windows, MacOS, or Linux operating systems - Experience with various software applications, including Microsoft Office, Adobe Creative Suite, and OpenOffice/LibreOffice - Ability to handle tasks in a timely manner This project is ideal for someone with a strong computer background and excellent attention to detail. Please apply if you meet these qualifications.
I'm in need of an experienced developer or agency to create a custom assessment platform, similar to Coderbyte/ Hackerrank tailored to my specific needs not limited, but similar to . Here's what I'm looking for: 1. AI-Generated Code Assistance** - **Smart Code Suggestions**: Implement AI algorithms that provide real-time code suggestions and auto-completions similar to tools like GitHub Copilot. - **Code Snippets**: AI can suggest commonly used code snippets based on the problem statement and context. - **Problem Solving Hints**: AI can offer hints or guide candidates through difficult problems without giving away the solution. - **Adaptive Learning**: Use AI to adjust the difficulty of questions based on the candidate's performance in real-time. ###...
