R programming mini projects with source code jobs

I'm seeking a Python expert to assist me with a data analysis project. Specifically, I need to: - Analyze financial data: The project involves interpreting and analyzing financial statistics and metrics. Experience in financial analysis is preferred. - Present results via annotated code: The deliverable should be the Python code used for the analysis, with comments and annotations explaining each step. This will help me understand the process and replicate it in the future. The ideal freelancer for this project would be skilled in Python programming, have experience with financial data analysis, and a strong ability to communicate technical concepts in code.

Task 1: Write dynamic programming and recursive programs for a given problem obtained from 4 practical task selection test. • Implement a recursive program to solve the given problem. • Analyze time complexity of the recursive program (brute force) and dynamic programming approach using Big O and Omega notations. • Implement a dynamic programming approach by defining a table to store previously calculated values and using them to compute the next value in the sequence. Write recursive solution. • Test both programs for different input sizes and compare their performance. Task 2: Parallelize the algorithms for the second and third recursive equations obtained from the 1 practical selection test, and also parallelize second and third algorithms ob...

...Delivery Mechanism: The signals should be delivered directly to the users via Telegram. The delivery needs to be prompt and reliable to ensure users can act swiftly on the signals provided. Ideal Candidate: - Proficient in creating telegram bots - Prior experience in binary options trading - Familiarity with PocketOption and OlympTrade platforms - Ability to deliver accurate and timely trading signals - Strong communication skills for direct message delivery This project is ideal for someone with a good understanding of binary trading and the ability to create a reliable and effective telegram bot. If you meet these criteria, I'm looking forward to your bids. The programmer will use his/her own winning strategy to create the signal generator. Functionality: 1. Ro...

We are seeking a skilled developer or development team to create a comprehensive web crawler system. This system should scrape, structure, and update information from web pages, handle large projects, and be accessible via a powerful API. The system should offer user-friendly features for both individuals and businesses and include flexible user management for both customers and employees. Project Requirements 1. Web Crawling and Data Extraction -Develop a system capable of scraping entire websites and extracting data from each page. -The system should divide the scraped information into sections to facilitate easy reading and understanding. -For e-commerce sites, the system should identify and structure the following information: --Product category (including breadcrumbs for hiera...

...automating data entry tasks in Excel. We are an accounting firm and I am looking to automate my compliance practices. Tasks include 1) rolling forward previous year excel work papers 2) taking information from. Client data sheets (excel) and importing into new excel workpaper workbook 3) data analytics based on metrics 4) hyperlink to source data Ideal candidates should have: - Proven experience with Excel macro programming and automation - Ability to work with numeric and legal data - Strong attention to detail to ensure data accuracy This will be a valuable addition to our workflow. Looking forward to your proposals....

...optimize an existing codebase used for data analysis. Key Requirements: - Improve the speed of the code: The primary goal of this project is to significantly enhance the algorithm efficiency, thus resulting in a noticeable speed improvement. Ideal Skills and Experience: - Proficient in Python: You should have extensive experience working with Python and be able to recognize areas in the code that are causing performance bottlenecks. - Data Analysis Experience: Familiarity with data analysis practices would be beneficial as the code is part of this application. - Optimization: You should have a strong background in optimizing code for improved speed and efficiency. Additional Information: - The code is currently functional but is no...

I'm looking for a professional who can help me to run a software I downloaded from GitHub on my Windows system. Here's the main outline of what I requ...functionalities. - Custom configurations: I'm looking for someone who can make custom configurations to the program. This would likely involve adjusting settings, modifying code, or integrating additional features. - Troubleshooting: If the program does not run as expected, I would need the freelancer to troubleshoot the issue and provide a solution. The ideal candidate should have: - Proficiency in the programming language of the software - Experience with running software on Windows - Ability to understand and configure complex software. I would prefer if the freelancer can provide a summary o...

We are looking for developers who are proficient in WooCommerce and Google Sheet API to help with our ongoing project to improve some of it's functionalities and features. Key Responsibilities: - Assist in setting up WooCommerce functionalities on a website, including product catalog, shopping cart, and payment gateway integration. - Implement integration with Google Sheet API for specific data processing & syncing requirements. Ideal Candidate: - Proficient in WooCommerce, including setting up product catalog, shopping cart, and payment gateway integration. - Experienced in integrating external APIs, specifically Google Sheet API, App Scripts Programming. - A good understanding of data processing and how to leverage Google Sheet for such purposes. The proj...

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

Hello! I need someone who is an expert in web programming with PHP to translate any kind of PDF for free in using PHP. This PDF must not lose its quality. It must remain intact and it must preserve the ORC format, style and all. I want the translation to be exactly like the one from onlinedoctranslator.com. I know you're going to tell me that the Google Translate api isn't free, but you can use this library (link removed) . Then it has to choose the number of pages in the PDF. Even if the PDF is 100 pages or more, it must be able to translate it. It must support encrypted PDFs and PDFs protected by passwords. I will use your code in my site. You can visit it and you'll see that the PDF translation is missing. I've told you everything and I hope you...

I'm working on a school project that involves the development of a Coal Mining Security Alert System. I need someone who can code in Quarky to create this block code system. Unfortunately, I haven't gotten to the point of defining the complete scope of the project, but I'd like to start with the code development. I'm looking for someone who can: - Use Quarky to build a block code system - Understand and implement basic security alert functionalities - Be ready for subsequent feature additions and changes Key Features: = Face Detection: Implement face detection functionality to identify individuals within the mining area. = PPE Kit Verification: Utilize image processing techniques to ensure that miners are wearing proper PPE kits. The...

I'm looking for help from a talented programmer with C++ experience and low-level programming knowledge. The main purpose of this project is to develop a keyboard input emulator specifically for gaming purposes. Basic requirements: - Compatibility: The emulator must be designed to run on Windows operating systems. - Programming Language: It is important to develop the emulator using C++. - Purpose: Macro tests will be performed with the emulator in the game. Your role will be as follows: - Design and develop a reliable and efficient keyboard input emulator for gaming. System level programming is required. (It will simulate the keyboard on the hardware and perform keydown and keyup operations. I want it to press the z1 key when the Capslock LED is o...

I'm in need of a skilled professional to help me create a data mining script. The task involves mining emails, data from a certain website and delivering the data in a raw text file format. Key Requirements: - Develop a data miner scrip...Develop a data miner script that can effectively scrape email data from websites. - Ensure the script can handle multiple sources and is scalable for future needs. - Deliver the mined data in a raw text file format. Ideal Skills: - Proficiency in web scraping and data mining techniques. - Experience with developing scripts for text data mining. - Strong knowledge of scripting languages suitable for scraping like Python/BeautifulSoup, R, etc. Please provide samples of your previous similar projects or portfolio that demonstra...

Hello! I need someone who is an expert in web programming with PHP to translate any kind of PDF for free in using PHP. This PDF must not lose its quality. It must remain intact and it must preserve the ORC format, style and all. I want the translation to be exactly like the one from onlinedoctranslator.com. I know you're going to tell me that the Google Translate api isn't free, but you can use this library (link removed) . Then it has to choose the number of pages in the PDF. Even if the PDF is 100 pages or more, it must be able to translate it. It must support encrypted PDFs and PDFs protected by passwords. I will use your code in my site. You can visit it and you'll see that the PDF translation is missing. I've told you everything and I hope you...

...accomplish two specific tasks for my impending project that involves a deep-dive into financial econometrics using R: 1. Regression Analysis: Applying my real-world data, there's a need to execute an efficient regression analysis. The aim isn't to predict future values but to identify significant variables inherent in the dataset. 2. Model Evaluation: Post regression analysis, your expertise will be needed for a thorough model evaluation, ensuring the accuracy of the identified variables and assessing the overall performance of the model. Ideal applicants should possess robust experience in R, financial econometrics, regression analysis, and model evaluation. Familiarity with real-world finance data would be an added advantage. The goal is to unlock th...

I'm in urgent need of a Google Pay redeem code valued at 1000 INR. I'm specifically looking for a code that can be used to purchase apps or games. While I'm not yet sure which applications or games I'll be purchasing, I'm highly motivated to get the code as quickly as possible. Ideal Skills: - Experience with online payments and redeem codes - Efficient and reliable service - Proven track record of fast delivery Please keep in mind that I need the code immediately.

I'm looking for a skilled and experienced coder to work remotely on a website development project. The project involves: - Build...website: Your primary task will be to create a professional website from scratch. This includes developing the site's front-end and back-end, and ensuring it is functional, user-friendly, and visually appealing. I'm open to hearing your suggestions on the programming languages and technologies to be used for the project. Your expertise in coding and web development will be crucial in bringing this project to life. Prior experience with similar projects and a portfolio of past work will be highly regarded. Looking forward to collaborating with a talented coder who can take ownership of this project and deliver a hi...

I'm in need of a skilled Delphi developer who can quickly generate a program that can dive into the registry of a Windows machine and extract the names of all programs listed in the "Add/Remove Programs" section. Key Requirements: - The code should be written in Delphi. - It should effectively scan the registry. - Extracted program names should be displayed in a listbox. This is a simple task, but it's important that the code is efficient and free from bugs.

1) You will help me reach out to recruiters, hiring managers and talent acquistions regarding particular positions 1a) Share the actual job applied to in the spreadsheet so i can reference it if I get contacted.***very important*** 2) Help manage applications 3) Filter job search and apply- (will share details when we speak and if hired) 4) More details will be shared in messaging and a call we will have weekly 5) weekly checkins 6) set up interviews for me via my Calendly 2hr max

I'm i...Responsibilities: - Troubleshoot and fix the issue of new columns not being displayed in the Excel report - Ensure that all relevant data is correctly fetched from the SQL Server 2019 database - Implement a seamless solution that does not affect the overall functionality of the application Ideal Skills and Experience: - Strong proficiency in C# programming language - Expert knowledge of SQL Server 2019, including stored procedures and functions - Prior experience with similar tasks involving Excel report generation from SQL data - Excellent problem-solving skills and logical thinking - Ability to work independently and deliver high-quality results within the stipulated time frame If you believe you have the right skill set for this project, I look forward to re...

I will provide you code as discussed

...to solve a problem with the Masterstudy plugin, it´s installed, and the credentials of Rakuten and udemy copied. This is the plugin documentation But there is this message. I need someone who can analyze the problem, and if possible, solve it. According the Masterstudy plugin support, it´s running. So, could be other problems. this is the error message Error calling GET : (403) <!doctype html> <html> <head><meta charset='utf-8'> <title>Error • Udemy</title> </head> <body> Forbidden <script>(function(){if (!) return;var js = "window['__CF$cv$params']={r:'885cdcdf3f9f9180'

I'm looking for a wizard developer who can create an enterprise API. I do not have a preferred programming language, therefore, use the one you find most suitable and efficient. I need the API to include the following features: I am seeking a skilled developer to create a API to act as a third party implementation to serve clients such a service oriented businesses as Massage Therapists for client booking via scheduling calendar of showing available appointments ( this calendar shall also be utilized by the client to create time blocks when required ) in addition require online credit card initial deposits at time of scheduling and final payments featuring Vaulting to retain credit card details for future or ongoing appointments. A feature automation to fwd notifications cl...

I need a skilled data analyst proficient in R to perform an in-depth statistical analysis on a large dataset of more than 10,000 records. The main objective is to conduct thorough statistical analysis rather than predictive modeling or data visualization. Key Requirements: - Proven experience and expertise in R programming. - Ability to apply a wide range of statistical techniques including: - Descriptive - Logistics - Bivariate - Univariate - Multivariate - Multidimensional Ideal Candidate: - Proficient in handling large datasets. - Experienced with statistical analysis on a similar scale. - Strong understanding of various statistical techniques. - Ability to present the results in a clear and comprehensible manner.

...and developer to work full time on our customers websites. Your primary responsibilities will include graphic design, HTML/CSS coding, JavaScript and Bootstrap programming in Spanish and English Key Responsibilities: - Develop and maintain websites using HTML, CSS, JavaScript and Bootstrap using our proprietary CMS. - Implement interactive features and dynamic content using JavaScript. - Optimize images for fast loading. Must be strong in responsive design using CSS media queries. Skills and Experience: - Proficiency in Graphic Design software. - Strong experience in HTML/CSS. - Proven track record in JavaScript programming. - Ability to work creatively and proficiently. - Excellent communication and collaboration skills. - Strong Spanish and English spea...

I'm in need of a skilled web developer and programmer to assist with my current project. Unfortunately, I wasn't able to specify the exact purpose of the site, the features I require, or the target audience. However, I can provide additional information once we're in discussion. Key Responsibilities: - Collaborate with me to determine the website/application purpose, features, and target audience - Develop and code the site/application based on our discussions - Ensure the final product is user-friendly and responsive Ideal Candidate: - Proficient in web development and programming - Excellent communication skills - Able to adapt and work with evolving project requirements - Experience in eCommerce, database integration, and payment proce...

...and its integration with backend services. Responsibilities: 1. Collaborate with game designers and artists to understand game mechanics, features, and visual designs. 2. Develop clean, efficient, and maintainable code for the Android platform using Java or Kotlin. 3. Implement game mechanics, user interfaces, animations, and audio effects according to specifications. 4. Optimize game performance for various Android devices to ensure smooth gameplay. 5. Integrate third-party libraries, APIs, and SDKs as required for features like analytics, ads, and social media sharing. 6. Conduct unit testing and debugging to ensure the stability and reliability of the application. 7. Work closely with the QA team to identify and fix bugs and performance issues. 8. Stay up...

I'm in need of a skilled R programmer for help with a project. I'm looking for someone who is experienced in R programming, data analysis, statistical modeling, and data visualization. Your role would be to assist me with my project and help me to achieve the best possible outcome. The ideal candidate should have: - Proficient in R programming - Proven experience in data analysis and statistical model building - Familiarity with data visualization techniques - Strong communication skills This may be an ongoing project, so availability and dedication would be a plus. Please provide examples of your previous work in your bid.

I'm looking f... It would be great if the design can enhance the user experience and make the game more engaging. - **Programming Language:** I'd prefer the game to be developed using Python. Please ensure you're proficient with Python and can create a smooth and efficient game. - **Control Mechanism:** I'll need the game to be controlled via a web interface that's accessible through a network. This is essential for user interaction and convenience. Ideal skills and experience for this project include: - Proficiency in Python - Experience working with Raspberry Pi - Knowledge of web interfaces and networking If you're confident in your ability to deliver this project to a high standard, please bid with your relevant experience. I&...

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I'm on the lookout for a skilled RHEL Engineer to assist in getting our server on the Certified Hardware List. The role will require expertise in the core language of RHEL. Although I'm unsure if proficiency in C is obligatory, having it would be a welcome advantage. Specifically, the Engineer will: - ...language of RHEL. Although I'm unsure if proficiency in C is obligatory, having it would be a welcome advantage. Specifically, the Engineer will: - Understand the requirements for RHEL certification - Prepare the server for the process - Perform the tasks and tweaks necessary to meet certification conditions I anticipate that a strong understanding of programming, RHEL, and Linux-based operating systems will be necessary. Experience with server certification...

I'm looking for a skilled developer with experience in cTrader platform and C# programming to create a custom Renko-based cBot for me. Key Requirements: - C# Proficiency: The developer should be well-versed in C# programming language, as the cTrader platform typically uses this language for cBots. - cTrader Platform Knowledge: Experience with this platform is essential, the developer should have a strong understanding of how to work with its APIs and develop cBots. - Custom Renko Functionality: I need the developer to implement a custom brick size for Renko charts in the cBot. -Automated Trading Execution: The cTrader bot should be able to automatically execute trades based on the parameters of the strategy. - Backtesting and optimisation capabili...

...) developer to create a software program for Windows. A skilled developer with expertise in creating a dynamically pixelating images (not simple machine or grid pixelation). The program should have the following functionalities: - dynamically pixelate any imported image into mathematical, non-mathematical or custom shapes in various styles with user adjustable settings and configurations - adding additional shapes into the created shapes in separate layers to create more complex outcomes - export of the pixelated images as 300dpi vectorized or rasterized files - intuitive interactivity with user friendly adjustments, selections and editing The ideal freelancer would have extensive experience in graphic programming, creating image pixelation algorithms and ...

I'm looking for a skilled freelancer who can help me automate personal ...communication. - Developing Automation Scripts: I will need you to create Python scripts that can automate various communication tasks on my behalf. This might involve sending messages, responding to specific triggers, or even managing contacts. Skills and Experience: - Proficiency in Python: You should be an expert in Python programming, as this will be the primary language used in the automation scripts. - Experience with API Integration: Previous experience working with WhatsApp Cloud API or similar cloud-based communication APIs would be a plus. - Understanding of Websockets: Since we're aiming to set up a webhook for real-time communication, a good understanding of websockets and ...

I'm looking for a Python content writer who can create technical documentation at an intermediate level geared towards software developers. Key Requirements: - Previous experience writing technical documentation. - Comprehensive understanding of Python programming language. - Ability to break down complex concepts into easily digestible content. - Knowledge of the needs and interests of software developers. The documentation should be structured, engaging, and provide a thorough explanation of Python concepts that are relevant and useful for software developers. A long-term collaboration may be possible for the right candidate.

Warning: This project is for advanced developers. Those that can read complex code structures - I mean it. You must be able to understand ReactJS but also understand a large existing project with little help from me. We're looking for a full-time programmer who is hard working, honest, and enjoys learning. Are you the kind of person where your yes means yes and your no means no? Do you have several years of programming experience with all things ReactJS? Place, "ReactJS developer" on the top of your bid. This full-time position requires attention to detail - someone that understands spoken and written English, fluently. We have enough work for over a year. On the top, after "ReactJS developer", please tell me what was your most difficu...

As the project owner, I'm seeking a professional skilled in Pine Script with experience in retrieving code from private scripts on Trading view. The key objectives of this project include: - Extracting the Pine Script code from a specific invite-only script (the script name will be shared privately upon project commencement). Unfortunately, it's currently unknown which specific script to be used, but clarity will be provided as the project progresses. - Discern the implemented functions within the script. The functionalities mainly centered around recognizable trading indicators like Moving averages, Pivots, Fibonacci and MACD. - The code extraction should consider compatibility with variable timeframes. Whilst exact timeframes aren't sp...

...construction and marketing projects, ensure effective team communication, manage the budget, and deliver the projects to our clients on time. Key Responsibilities: - Planning and scheduling: Develop project timelines, set milestones, and allocate resources efficiently. - Team coordination and communication: Maintain clear communication channels among team members, contractors, and clients. - Budget management: Responsible for ensuring projects stay within budget, and identifying cost-saving opportunities. - Fulfill client projects: Deliver projects in a timely manner that meets or exceeds client expectations. I'm particularly looking for a professional with a background in multiple tier management over contractors and a proven track reco...

As a communications engineer needing assistance with Natlab programming, I require a professional, preferably with a background in my field, to convert and integrate specified intermediate-level algorithms into MATLAB code. The project will entail the following: - Familiarizing yourselves with the existing code. - Converting given algorithms into MATLAB code. - Implementing the newly created MATLAB code into the existing code. Ideally, you should have a solid grounding in debugging, performance optimization, and feature implementation. This role needs an individual with a keen eye for detail and an understanding of the inner workings of the Natlab program, especially in communications engineering. Previous experien...

I require an expert in MS Access and Visual Basic programming to design a user-friendly form input interface for my project. - This interface should be intuitive and be capable of capturing and effectively managing predominantly text data. - Familiarity with database systems and strong understanding of user interface design principles will be extremely advantageous. - I'm looking for someone who can deliver quality work promptly. Demonstrative past experience in similar tasks will be highly advantageous.

I need a seasoned professional who can provide me with comprehensive support on major projects and tasks completion. The role involves assisting in project planning, task management, and troubleshooting, along with other related activities that could improve my efficiency and productivity. The ideal candidate should be proficient on following:- Task would related to this :- Load testing architecture Created infra in azure (VM's, synapse load balancer, DNS mapping) Internal VM configuration Nginx conf files change (private IP, domain) Azure VM network security group rules DNS mapping in Cloudflare Majorly daily daily work would be on :- Jenkins build, And Deploy in Azure (VMs, Tomcat) and Azure Devops Interaction with CloudFare, Azure Redi...

As a Python Developer, I'm intent on automating specific repetitive tasks related to file management and organization. Key Responsibilities: - Develop scripts in Python to automate repetitive file management tasks. These tasks are slowing down our productivity and we need a solution to streamline them. - Implement an effective, reliable and user-fri...Python to automate repetitive file management tasks. These tasks are slowing down our productivity and we need a solution to streamline them. - Implement an effective, reliable and user-friendly automated system that requires minimal manual intervention. - Ensure the system is highly secure and can handle large volumes of data effectively. The ideal candidate will have: - Proficiency in Python programming language and experience...

I'm currently working with an existing Python code and need a professional to review and improve upon it. I'm not certain what version it is therefore freelancer with knowledge in both Python 2 and Python 3 is preferred. Ideal Skills: • Proficient in Python coding • Experience in code optimization • Excellent debugging skills Work Scope includes but not limited to: • Code review: Inspect existing Python scripts • Troubleshooting: Identify and fix any code errors • Optimization: Enhance code for better efficiency and performance The successful candidate should be able to work independently based on the existing code and requirements provided.

I'm in need of an automated background remover tool for photo ...support the file format for the background removal. - User-friendly: The tool should be easy to use and navigate, even for those with no prior experience in photo editing. Ideal Skills and Experience: - Proficient in programming languages suitable for creating automated tools - Experience in photo editing and understanding of background removal techniques - Prior experience in developing similar tools or software for photo editing purposes The successful candidate will be able to develop a user-friendly, fully automated tool for background removal with a file format that matches the format. This project would be ideal for someone with a passion for photo editing and the skill set to brin...

As an entrepreneur, I am seeking a proficient web developer to construct an innovative e-commerce website boasting a unique QR code feature and credit card processing capabilities. Experience in handling similar projects would be ideal. You need to: - Develop a user-friendly e-commerce website - Integrate a credit card processing system - Design an exclusive QR code feature to download the application If you are a creative problem solver with outstanding skills in web development and have a history of incorporating payment systems into platforms, your application would be strongly considered. Show me your track record of similar work, so I can foresee how successful our project can be.

...SEO Specialist to help with three of my projects. These include a Dentist, a Vet clinic, and an NGO. Your main tasks would be local keyword research, improving the local keywords ranking, and generating more appointment bookings, traffic to the locations, or website traffic. Key Responsibilities: - Conduct thorough local keyword research for all three projects. - Calls and traffic should start growing from first month. - Building backlinks every month. - Improve local keywords ranking for the Dentist and Vet clinic - Increase appointment bookings calls for the Dentist and Vet clinic - Increase website traffic for the NGO - Develop and execute strategies to meet the project goals - Regularly monitor and report on the progress of each project - Stay up-to-date w...

I'm in need of a skilled programmer to create an automation code page for me. This code page will be focused on text processing, so a strong understanding of working with textual data is essential. Key Requirements: - Proficient in JavaScript: The automation code should be written in JavaScript to ensure compatibility with other platforms. - Automation Experience: The primary function of this code will be automating tasks. A proven track record in building automated processes is highly desirable. - Text Processing: The code must be able to accurately and efficiently process textual data. Experience in this field will be a huge advantage. If you have experience in JavaScript, a background in automation, and a strong familiarity wit...

We are seeking an experienced developer to create a Telegram bot with natural language processing capabilities that can generate PowerPoint presentation files (.ppt). The bot will guide users through a series of steps to create a fully customized presentation. The ideal candidate should have experience in bot development, PowerPoint automation, and natural language processing. Key Requirements: - The bot should be compatible with both the Telegram mobile app and web version. - It should primarily focus on generating slides based on provided text inputs. Ideal Skills/Experience: - Proficiency in natural language processing - Extensive experience in building Telegram bots - Proven track record in developing AI for image retrieval - Previous work on user interaction ...

I'm on the hunt for a proficient software developer with experience in developing keyboard apps for both iOS and Android. Key Features: - The keyboard should support emojis and have customization of themes. - A noteworthy component to include, is an ancient character keyboard accessible by a dedicated button. Ideal Skills: - Previous keyboard app development - iOS and Android programming - Design experiences for UI/UX Your creativity combined with these key elements will encapsulate a user friendly, innovative keyboard app that stands above the rest. Looking forward to collaborating with you.

I am seeking a professional to develop a software that can efficiently extract and present the scripts u...restricted access or login should be identified and reported separately. The software should skip such pages and indicate them as inaccessible. Ideal candidates should possess: - Proficiency in software development and experience in creating similar tools. - Familiarity with web scraping, data extraction, and bulk processing. - Prior experience in creating Windows-compatible software. - Strong attention to detail and the ability to accurately handle and report inaccessible URLs. As the client, I am open to the choice of programming language(s), as the final product is more important to me. The primary goal is to have a reliable and efficient tool that can handle a hig...