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I'm looking for a skilled Perl expert to help me remove duplicates in an Excel dataset. The removal process should be based on multiple columns, ensuring a thorough cleanup. Ideal Skills & Experience: - Strong proficiency in Perl programming - Proficiency in data analysis - Expertise in Excel and handling large datasets - Prior experience in removing duplicates from Excel based on multiple columns Communication: I prefer to have project updates through video calls, so please be comfortable with this form of communication. Your ability to walk me through the process will be highly appreciated.

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...cars. Key Features Needed: 1. User Registration & Login - Allow users to register and login to accounts, preferably with social media integration. - Implement both Email verification and password reset options for security purposes. 2. Advanced Search Filters - To make user navigation simpler, include search filters for car price range, make and model, and location. 3. Secure Payment Options - Safeguard online transactions with secure payment options. Ideal Skill Set: - Experience with integrating social media login - Proficient in creating advanced search filters - Expertise in integrating secure payment gateways. Experience in developing similar platforms will be a plus. Please share your related projects in your bid. We plan to collab with several online aut...

I am looking to create a technologically advanced and secure cryptocurrency exchange platform that is user-friendly and accessible. This project would heavily benefit from a freelancer with a strong background in web development and in-depth knowledge of blockchain technologies and cryptocurrency. Key Features: - The platform should integrate with Crypto Wallets. The integration should be seamless and easy to navigate for users. - It must provide Real-Time Trading Charts to keep users up-to-date with the cryptocurrency market fluctuations. - Two-Factor Authentication is paramount to ensure the utmost security for our users' assets. Supported Cryptocurrencies: The website must support trading of Bitcoin, Ethereum, Ripple, Usdt, Usdc, and Pepe. You should be familiar with the A...

I need an expert in Photoshop to alter some aspects of my graduation photos. Specifically, the project involves: - Replacing the hand holding a hat with another hand in a casual open pose. - This requires a high degree of precision and attention to detail in order to look natural and blend seamlessly with the rest of the image. Ideal candidates will have advanced skills in Photoshop, especially in object swapping. Experience in retouching and editing portrait photography would be advantageous, as well as a keen eye for detail to maintain the integrity of the original photo.

...details. 5. **Shopping Cart & Checkout Process.** 6. **Merchant Services Integration:** - Integration for payment processing through a Magento 2 compatible extension or custom solution. 7. **Order Management (Admin Side):** - Functions for viewing orders, updates, refunds, and inventory management. - Potential synchronization with manufacturers. 8. **Manufacturer Contact Form.** 9. **Advanced Search & Filtering Capabilities.** 10. **Volume-Based Pricing:** - Utilization of Magento's customer group functionality for pricing strategies. 11. **Promotions & Marketing Tools:** - Leverage Magento's existing marketing capabilities. 12. **Design Similarity:** - Visual and structural similarity to in terms of design. 13: basically two roles to s...

...my mathematical programming model. The model is an integer linear programming model written using Python and Gurobi. Currently, the code is not able to work, particularly when it is trying to output results. I am facing some error messages, the code actually has 2 excel files to retrieve the data from, the first one is data file (Demand, Capacity, etc), the other file is the distance matrix.. Key Details: - Issue: The code freezes during result output stage - Error messages: yes - If the Result doesn't come in (Optimum travel time and the Decision Variable results) I wouldn't accept it!!!! I am looking for a freelancer with the following skills and abilities: - Experienced in Python programming, specifically, debugging complex code - Knowledge on mathe...

As a client seeking to enhance my blogging platform, I'm looking for a seasoned Python developer with deep expertise in machine learning to create an automated content generation system. The main focus will be on generating product descriptions seamlessly, ensuring high quality and relevance. Key Requirements: - Proficiency in Python programming language - Proven experience in developing machine learning models - Strong knowledge of natural language processing (NLP) and text generation - Prior experience with content generation and blogging platforms is highly desirable The ideal candidate should have a solid understanding of the blogging environment and the ability to implement and optimize complex machine learning algorithms. It's important that the generated product ...

I'm looking for a capable web developer to build a Shopify e-commerce platform, that will predominantly sell digital goods. Important features: - Advanced search functionalities to make the shopping experience seamless for my customers. Ideal skills, experiences, and traits for the freelancer include: - Proficient in Shopify development - Proven experience in developing successful e-commerce stores selling digital goods - Aptitude for incorporating advanced search options effectively and elegantly - Attentive to details regarding design and functionality Your input is valuable, so feel free to suggest ways to enhance my store. I appreciate your interest and look forward to potentially working with you.

... Confidentiality: This project is under a strict NDA, requiring full confidentiality. Details disclosed during development must remain secure, ensuring the innovative aspects of the platform are protected. Outcome Goals: Deliver a reliable, secure application enhancing user engagement and operational efficiency without compromising on privacy or security. Additional info: Advanced Programming Skills: Proficiency in secure web and mobile application development using languages like JavaScript, Python, Java, or Swift. Experience with AI and Natural Language Processing: Ability to integrate AI for transcription, natural language processing for text analysis, and machine learning algorithms for features like automated note generation and matchmaking. Database ...

...Analysis, debugging, and explanation of code related to these diagrams. - Performing both theoretical and mathematical algorithmic analysis on arc diagrams - Writing and implementing code that's capable of counting specific types of arc diagrams - Modification of arc diagrams which are tied down by specific constraints My project requires a seasoned expert with: - Experience and fluency in Python programming. - Strong background in mathematical analysis, and able to demonstrate this in the Python language - Proven track record or similar; experience in writing codes for arc diagrams Youwill be tasked with analysing given Python code in context of arc diagrams, as well as writing your own Python code later on. You must be able to complete the given tasks accurately and eff...

I urgently need a certified MS Word Expert who can efficiently handle several tasks in a short time-frame. The tasks include: - Formatting Business Reports and Academic Papers - Creating specific Templates - Conducting Mail Merge processes The project must be completed ASAP, so proficiency and speed are essential. Ideal skills include advanced MS Word knowledge, expertise in creating and formatting documents, ability to create custom templates, and proficiency in Mail merge. Efficiency and the ability to meet tight deadlines are also crucial for this project.

I have a project where I need someone to extract data from PDF files and input it into an Excel spreadsheet. Key Requirements: - Extracting data from PDF files - Inputting the extracted data into an Excel spreadsheet Ideal Skills and Experience: - Proficiency in data entry - Experience with data extraction from PDF files - Advanced Excel skills - Attention to detail and accuracy

I am in crucial need of a highly skilled MS Excel professional who can deliver moderate complexity tasks within a tight deadline of 10 days. The project consists of 72 individual tasks involving: - Data visualization - Spreadsheet formulation - Creation and implementation of advanced formulas and macros I am looking for someone who works efficiently, pays attention to detail and is highly skilled in all aspects of MS Excel. A proficient understanding of data analysis and visual representation is definitely a plus. The job demands the combined ability to work rapidly without compromising on quality. The ideal candidate should be ready to start as quickly as possible, adhering to the constraint of a strict timescale for completing all the subtasks. Speed and proficiency in Excel...

...process automation. The project entails: - Data Analysis: Proficiency in sorting, filtering, and performing advanced data analysis within Excel is a must. - Process Automation: I'm looking to automate several manual processes using Excel. This would involve creating macros, custom formulas, and potentially VBA coding. - Template Creation & Modification: You should be able to both create new Excel templates and modify existing ones for the specific purposes of data analysis and automation. Skills and Experience: - Proficient in Excel: You should be well-versed with Excel's data analysis features and have experience in process automation. - VBA & Macro Skills: Proficiency in VBA programming and creating Macros in Excel is essential. - Template Modificat...

...process automation. The project entails: - Data Analysis: Proficiency in sorting, filtering, and performing advanced data analysis within Excel is a must. - Process Automation: I'm looking to automate several manual processes using Excel. This would involve creating macros, custom formulas, and potentially VBA coding. - Template Creation & Modification: You should be able to both create new Excel templates and modify existing ones for the specific purposes of data analysis and automation. Skills and Experience: - Proficient in Excel: You should be well-versed with Excel's data analysis features and have experience in process automation. - VBA & Macro Skills: Proficiency in VBA programming and creating Macros in Excel is essential. - Template Modificat...

I'm bringing together an exciting project that involves coding, database development, and in-depth photo processing. - **Coding & Soft...be crucial for the success of this project. - **Photo Processing:** The photo processing aspect involves: - **Resize & Crop Images:** You should be skilled in resizing and cropping images. - **Image Decoding:** It's essential that you're able to decode images via CAD or similar software. - **Advanced Editing:** You must be an expert in image decoding and manipulation. I'm looking for a professional with a strong background in coding, database development, and advanced photo processing. The ability to work through challenges and provide creative solutions is a must. If you have experience in...

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Looking for an experienced Python developer who can create a script to be embedded within an HTML page and deployed on Google Cloud Platform (GCP). The script should: - Be capable of real-time data processing. - Fetch data directly from a webpage. Ideal skills and experience needed for this role: - Extensive Python programming background. - Experience working with real-time data. - Familiarity with extracting data from webpages. - A solid understanding of Google Cloud Platform for deployment. - HTML integration knowledge. This task requires a developer who is savvy with Python's data processing abilities and adaptability in real-world, real-time scenarios. Ready to take the challenge? We're willing to offer a good budget for the right skills.

I'm in need of an experienced SQL professional to assist me with data warehouse. The ideal candidate is someone who has: - Proven experience in designing data warehouses - Advanced SQL skills - Excellent understanding of data volumes and the implications for data warehousing If you are interested in this project, please provide details of your experience in similar projects. Thank you.

I am in need of financial an expert who can develop a thorough financial model . The model should be able to accurately forecast future financial performance, and help steer my investment decisions. 1-Building up a comprehensive financial model ...covers: 3-The selected market in (current status and outlook).Preferable segment within the Education market to target. 4-Analysis of proposed target (operational/financial) 5-Discussion of projections (assumptions/results) 6-Recommendation of proposal with justifications Key Skills and Experience: - Proficient in financial modeling - Business forecasting and investment analysis experience - Advanced knowledge of financial data including income statements, balance sheets, and cash flow statements. The work should be completed withi...

I'm seeking an advanced C#/ C++ developer with prior experience in creating desktop applications on Windows. Familiarity with TWAIN integration is crucial. Key Requirements: - Advanced C#/C++ Knowledge: The ideal candidate should be comfortable and well-versed in advanced C++ concepts. - Windows Desktop Application Development: Previous experience in developing desktop applications on Windows is a must. - TWAIN Integration: You should have prior experience integrating TWAIN for image scanning functionalities. This is a challenging project that requires a high level of expertise in C#/C++ and experience in developing Windows desktop applications, particularly with TWAIN integration. If you're confident in your skills and have a solid track record in similar...

I'm in need of a professional to develop an advanced radio modeling mesh radio system, specifically for long-distance drone corridors. Key requirements include: - Long-range communication: The radios must have the capability to cover immense distances as the project involves a linear corridor of up to 300 km. - Mesh networking capability: The system should not be reliant on a single node and should be able to facilitate data transmission through multiple intermediate nodes. - Radios have already been identified. Need a radio signal propagation map to show signal strengths along corridor Ideal freelancers for this role should possess comprehensive knowledge and practical experience in developing radio systems, programming for mesh networks, and understanding the c...

...inspection reports. This master file will centralize all our reports and serve as a robust tool for analysis and reporting. Key Task Requirements: - Integrate worksheets from a master worksheet using advanced Excel formulas and functions, ensuring seamless data pulling. - Design needed features including the ability to automatically hide and unhide tabs based on the selections made on the "Master Sheet. As well as pull in all needed information from the "Master Sheet" and any "Data Entry Sheet". Ideal Skills and Experience: Successful candidate should possess: - Deep understanding of advanced Excel formulas and functions. - Previous experience in designing visualization charts and custom query builders. - Strong analytical and data organizin...

...Background Removal: The current background needs to be removed entirely. - Specific Scene or Image Replacement: I'm looking for the background replacement to give the impression that the subject is in a conference. The new background should be professional yet not too distracting from the main subject in the image. Also, i don’t want our hands raised Ideal Freelancer: - Proficient in Photo Editing: Advanced skills in photo editing software are required to ensure a clean and seamless removal of the initial background. - Creative: The ability to source, or create a suitable 'conference' themed background that complements the primary image and looks realistic. - Experience in Compositing: Experience in compositing and blending images is a plus, to ensure the f...

Project Description: We are seeking a proficient WordPress developer to rapidly migrate our existing Wix website to WordPress, ensuring a seamless transition of all content, domain, and email integrations. This project includes the installation of a new WordPress theme (Webtech), the addition of a blog section, integration of Acuity Scheduling, a custom instant quote form using Formidable Forms, and a web messaging plugin. The project needs to be completed in 7 days or less. Scope of Work: Migrate all website content from Wix to WordPress: Transfer all pages, blog posts, images, and other media. Ensure that the domain and all associated email addresses are properly migrated and functioning. Theme Installation and Setup: Install and customize the Webtech theme to match our company's ...

I need a 2D CFD solver created on MATLAB, one that can simulate both laminar and turbulent fluid flow. It should be able to provide advanced analysis with custom metrics. Key Requirements: - Creation of a 2D CFD solver in MATLAB - Ability to simulate both laminar and turbulent fluid flow - The solver should provide advanced analysis with custom metrics Ideal Skills and Experience: - Proficiency in MATLAB - Strong background in Computational Fluid Dynamics - Experience with both laminar and turbulent flow simulations - Ability to provide advanced analysis and custom metrics in CFD simulations.

...elements, also ‘open source’. Most of the requirements can be found in any CM4 carrier board available with a public license, for exampe CMIO from raspberry pi. Description of the elements, interfaces and other requirements follows • Maximum board size 100mmx200mm aprox. • Power souce 12v, protected and converted to other DC (present in CMIO) • USB-C with mini USB conector for programming (present in CMIO) • USB 3.0 (present in CMIO) • Ethernet (present in CMIO) • CANBUS • PCIe (present in CMIO) • SD card slot (present in CMIO) • HDMI to LVDS signal + backlight • AIS class B • Other UART inputs with optocouplers (to be decided) • GPS • GPIO ports...

...primary purpose of the program is to assist in data analysis. Thus, it should help in organizing and interpreting large sets of data. The program will need to handle data from two main sources: - Text files (CSV, TXT) - Manual input The ideal freelancer for this job should have a strong background in Excel programming and data analysis, with specific experience in handling various data types and creating efficient, user-friendly Excel programs. Key Skills: - Proficient in Excel programming - Skilled in data analysis - Experience working with text files and manual input - Ability to create user-friendly applications - Understanding of data organization and interpretation. Your role will be pivotal in helping me streamline my data analysis process. Looking forward...

...proficient in blurring specific categories of sensitive information, such as Names, Addresses, and Social Security Numbers. - File Saving: After the blurring process, I don't want to affect original data. Therefore, the solution must create a separate PDF that hosts the redacted information. - Encryption: For even further data protection, the blurred PDF file has to be encrypted using the AES (Advanced Encryption Standard) method, ensuring optimal security. To be considered for this task, you should have: - Proven experience with data redaction or similar projects - Robust knowledge of AES encryption - A strong background in software development, specifically for privacy and security applications. The ultimate goal is to generate a tool that is user-friendly and efficien...

I'm currently facing an issue with a specific function within my PHP project. Specifically, the function in question is not working as expected, and requires immediate troubleshooting and fixing. Key ...function within my PHP project. Specifically, the function in question is not working as expected, and requires immediate troubleshooting and fixing. Key requirements: - The issue must be resolved within 24 hours. This is critical. - The PHP environment is a local server, so the troubleshooting and fixing must be done in this specific context. Ideal skills and experience: - Proficient in PHP programming with a strong understanding of functions. - Experience in troubleshooting PHP code, ideally in a local server environment. - Ability to work quickly and efficiently under ti...

I have a photo that contains a mix of text, tables, charts, and images that need to be converted into Excel and Word formats. The key requirements are: - T...editable in both Excel and Word. This includes all text, tables, charts, and images. - The photo contains a mix of content, including text, tables, charts, and images. It's important that the freelancer is able to accurately capture and translate all of this information into the Excel and Word formats. Ideal skills and experience for this job include: - Proficiency in data entry and extraction. - Advanced skills in using Microsoft Excel and Word. - Experience in handling mixed content (text, tables, charts, images), and the ability to accurately represent this content in a different format. - Strong attention to detai...

I'm looking for a skilled professional to set up a Twitter automation system using Zapier. No programming needed. The focus is on the following features: - Automating the posting of tweets: I want to create a schedule for posting tweets on my Twitter account. The content will be provided by me, but I need the system to handle the timing and frequency of posting. - Retweeting selected content: I want to automatically retweet specific tweets from my list of followed accounts. This will be based on either specific keywords or hashtags that I'll define. The system should be triggered by new tweets from the accounts I follow, and then selectively retweet them based on the content. The keywords for retweeting should be customizable and easy to adjust. The ideal candidate fo...

Python Tutor Needed for Beginner Level Skills and Experience: - Expertise in Python programming language - Strong understanding of syntax and basics of Python - Ability to explain complex concepts in a simple and understandable manner - Experience in teaching or tutoring Python to beginners Project Requirements: - Seeking a Python tutor to assist with improving my understanding of syntax and basics of Python - Looking for someone who can provide 1-2 hours of tutoring per week - The tutor should have the ability to break down complex concepts and explain them in a clear and concise manner - The focus will be on improving my understanding and ability to write Python code correctly If you have experience in teaching Python to beginners and have a strong grasp of the syntax and basic...

As the project manager for this assignment, I'm seeking a highly talented individual with expertise in product modeling and photography. Key Responsibilities: - Carry out in-office product modeling for 11-20 CPAP masks. - Photograph each model showcasing the product in the best light. Ideal Candidate: - Advanced experience in product modeling, particularly with hardware like CPAP masks. - Must be able to visit our office in person for the shoot. Overall, the objective is to create appealing model shots and product images for marketing purposes. Please provide details about your relevant work experience along with your bid.

... all to enhance user experience and engagement. • Custom Features and Functionalities: I'll need you to dig deep into the platform's code to tailor it per my requirement. Be ready for some data manipulation and feature enhancement tasks. Your portfolio with prior projects involving OTT platforms and demonstrated skills in UI design will highly favor your candidacy. Expert knowledge of the programming language used in the Codacanyon OTT project is a must. Familiarity with integrating and adjusting features and functionalities as per specific requirements is also essential. Let's make this platform user-awesome together!...

I'm seeking an experienced developer capable of creating a Telegram bot that exclusively supports the Ethereum cryptocurrency. The bot should be able to execute and log user commands regarding their Ethereum holdings. Essential features inclu...holdings. Essential features include: - Checking balances - Sending Ethereum - Receiving Ethereum Additionally, I need a Php admin dashboard that includes: - Robust user management capabilities - Detailed transaction logs - Sending message to bot users - Interaction with specific users through admin Ideal candidates will have extensive experience working with Ethereum, Telegram bots, and Php programming. Knowledge of cryptocurrency transaction procedures is also indispensable. Preferably, your portfolio should include similar proje...

I need support in applying the Jdime merge tool to resolve merge conflicts in my Java code. The ideal freelancer would have: - Proficiency in Java programming language - Hands-on experience with Jdime - Ability to quickly resolve merge conflicts in Java code I am looking for a smooth and automated merging process, which ultimately eradicates coding discrepancies. Proper communication and coding knowledge are necessary in order to effectively address and solve these types of conflicts. Note: I have written Java code. This code uses (the Jdime tool) to merge two versions and then report the results. If Jaime successfully combines these two versions, however When we executed the code, it showed that all the conflicts that we provided are not margable by Jdime, I am not confiden...

I need assistance in setting up a mail merge (publipostage) in Excel to report information from the Excel sheet into a Word template. Key requirements: - Excel Data Analysis: You should have experience in data analysis using Excel. - Mail Merge: Proficiency in creating mail merge documents in Excel advanced - Word Template Populating: Understanding of how to populate Word templates with data from Excel. It's important that only the text information from the Excel file should be included in the Word template. Ideal skills and experience: - Proficiency in Excel and Word - Experience in data analysis - Familiarity with mail merge functionality - Previous experience in setting up similar Excel-Word integrations. Please get in touch if you've worked on similar projects ...

I'm seeking an advanced C#/ C++ developer with prior experience in creating desktop applications on Windows. Familiarity with TWAIN integration is crucial. Key Requirements: - Advanced C#/C++ Knowledge: The ideal candidate should be comfortable and well-versed in advanced C++ concepts. - Windows Desktop Application Development: Previous experience in developing desktop applications on Windows is a must. - TWAIN Integration: You should have prior experience integrating TWAIN for image scanning functionalities. This is a challenging project that requires a high level of expertise in C#/C++ and experience in developing Windows desktop applications, particularly with TWAIN integration. If you're confident in your skills and have a solid track record in similar...

...understanding of the existing architecture and code. Finalization of the website theme using the Prime module. Optimization of the theme and Odoo configuration for an optimal user experience. Close collaboration with our team to understand specific needs and provide tailored solutions. Requirements: Proven experience in web development with Odoo, particularly with the Prime module. Mastery of programming languages and web architecture concepts. Ability to work independently and meet deadlines. Excellent communication and collaboration skills. What We Offer: If you have a solid experience with Odoo and are ready to take on this exciting challenge, we would be delighted to hear from you. Please send your references related to "Odoo" specifically, as well as the websites...

I'm seeking a proficient video editor to put an interesting spin on my work. You will be required to deliver high-quality advanced editing with a particular focus on visually stimulating transitions. Key Requirements: - Expertise in advanced video editing techniques - Proven experience with creating impressive visual transitions - Ability to bring a creative approach to video editing. Your job here will not just be about making cuts and edits. It's about elevating the material to its highest potential. A keen eye for detail is essential. The success of this project relies heavily on your ability to bring these visual transitions to life. I'm looking forward to your bids.

I am seeking a proficient video editor experienced with DaVinci Resolve. The objective for this project is to produce a refined short film. Key expectations for the project include: - Cutting and assembling recorded footage - Advanced editing techniques such as transitions and animations - A keen eye for detail and creative thinking While a background in film editing is desirable, it's not strictly necessary. The most important aspect is the ability to provide high-quality, professional editing services that meet the scope of the project.

I have a Windows-based remote desktop that requires configuration for application acc...application access. This setup is for a single user, hence strong familiarity with user-specific settings is a necessity. The successful candidate should have a profound understanding of Windows operating system and considerable experience in remote desktop configuration. Terrific problem-solving skills and a demonstrated history of enabling application access on remote desktops are essential. Advanced knowledge in securing single-user remote desktop environment is also required. Your responsibilities will include: - Configuring remote desktop for accessing certain applications - Ensuring optimal security setup for a single-user scenario - Testing for functionality to guarantee seamle...

Hi Programming Arena, I noticed your profile and would like to offer you my project. We can discuss any details over chat.

Hi Programming Arena, I noticed your profile and would like to offer you my project. We can discuss any details over chat.

I am looking for a proficient and experienced individual who can do questions (look at the attached file). **I need only questions 6-12 (no need for the first 5 questions). It should be done within 72 hours. Skills: - Advanced knowledge and solid experience in Deep Learning algorithms and theirefficient implementation - Ability to learn new things from ready/given tut orials Please place your bids right away. Looking forward to working with you!

... Expose your program to a REST api so that it can be operated and monitored from a local HTML Preferably use pre-existing open-source Golang libraries to achieve these objectives, ensuring that the solution is both efficient and reliable. There are several that accomplish the above tasks e.g. Requirements: Proven experience in Golang programming and software development. Familiarity with Linux environments and an understanding of their restrictions and capabilities. Experience with GitHub and continuous integration tools. Knowledge of cryptographic techniques for verifying signatures. Ability to write clean, maintainable code, and to integrate existing libraries effectively. Strong problem-solving skills and attention to detail

I'm looking for a talented system designer to help with the development of a product of mine. The project will involve the programming of a Graphic User Interface (GUI) for the product. As I don't have the required software tools yet, I am open to suggestions on which ones are best employed for this task. Furthermore, I need the system design to be supported on multiple platforms, including mobile and tablet. I need the system design to be able to make screenprints of the product. Im thinking a wordpress with facebook knowledge is what I need for programming. But I need to make it understandable for programmers. First I need to make my concept understandable visual. I explain and they make it visible...no confusion for programmers This is a website that conne...

...Analysis, debugging, and explanation of code related to these diagrams. - Performing both theoretical and mathematical algorithmic analysis on arc diagrams - Writing and implementing code that's capable of counting specific types of arc diagrams - Modification of arc diagrams which are tied down by specific constraints My project requires a seasoned expert with: - Experience and fluency in Python programming. - Strong background in mathematical analysis, and able to demonstrate this in the Python language - Proven track record or similar; experience in writing codes for arc diagrams Youwill be tasked with analysing given Python code in context of arc diagrams, as well as writing your own Python code later on. You must be able to complete the given tasks accurately and ef...