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I need a Python expert who can help me with my assignment. - The assignment is focused on game development, specifically 2D platformers. - Your main task will be creating the game with Python. Ideal candidate should have: - Strong background in Python programming - Prior experience in game development, especially in 2D platformers. - Ability to understand and implement game mechanics. If you have a portfolio or examples of your work, please share them.

I'm currently looking for an expert who can design a data scraping script for me. However, I haven't decided on which particular website and kind of data (text content, images, links etc) should be scraped yet. Furthermore, the frequency for data collection hasn't been specified. Ideal Skills and Experience: - Commercial experience with Python or JavaScript - Proficiency in web scraping using tools such as BeautifulSoup, Scrapy, or Selenium - Ability to add flexibility for target URLs, data type, and collection frequency Please note: the project details will be finalized upon discussion. Your recommendations are welcome and appreciated. Only apply if you're comfortable proceeding considering these conditions.

My aim is to effectively scrape forum posts from community.st.com. Currently, I have a Python-based web scraping code that requires debugging and optimization as the current JSON output presents inconsistencies. I am in need of a developer with: - Strong Python experience - Proven web scraping skills to optimize and debug data scraping code - Proficiency in handling and troubleshooting JSON data - Familiarity with structure will be a plus As a result, the corrected script should deliver complete and well-structured JSON data of forum posts within community.st.com.

Looking for a skilled developer proficient in Python, Node.js, Postgresql, and Next.js. The project involves integrating an existing Python bot into a website to automate product data input. Key requirements: -Bot Integration: Seamlessly integrate the Python bot with the website's Node.js backend and frontend. -Automated Data Input: Ensure the bot reliably inputs product-related data, leveraging expertise in Postgresql for database management. -Error Handling: Implement automatic bug reporting in case of data input errors. If you have relevant experience in bot integration and database management, please submit your bid.

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

I need help installing the Exact Wright Fisher (EWF) software from GitHub onto my Windows 11 device. I'm encountering an issue with the discrepancy between CMake build operation using MinGW compiler and pip install defaulting to Ninja compiler. Key Requirements: - Troubleshoot and resolve the discrepancy issue between CMake and pip install - Install the EWF software from GitHub onto a Windows 11 device Experience and Skills: - Proficient with Windows 11 - Experience with CMake, MinGW, and pip install - Strong understanding of Python, particularly version 3.9 or newer - Familiarity with installing software from GitHub Ideally, I'd like someone who can quickly identify and resolve the issue, allowing for a smooth installation and configuration of the EWF software ...

...specialist and looking to start offering online consultancy services. I am seeking a skilled freelancer to help me set up and optimize this process. Key Requirements: - Enable video consultations: You will need to set up and manage Zoom for video calls. - Set up phone consultations: Implement a system for phone consultations, providing a seamless experience for both me and my clients. - Optimize the platform: Ensure the chosen platform is user-friendly, secure, and efficient for both parties. This project is ideal for someone with experience in setting up consultation systems and working with medical professionals. Your understanding of medical privacy regulations and experience with Zoom will be a plus. If you think you have the skillset to he...

...Java application, which currently translates MATLAB code to X10, to also support C++ as a target language. Key Modifications: - **Update Syntax Translation Rules**: The modification requires a deep understanding of both MATLAB and C++ syntax. The existing rules for translation from MATLAB to X10 need to be adjusted to C++. - **Add Support for C++ Specific Libraries**: The modified application should be able to integrate commonly used C++ libraries seamlessly. Accuracy and Time: - **Accuracy is Key**: The conversion of MATLAB code to C++ needs to be precise. While I'm open to additional development time, the primary goal is to ensure the accuracy of the conversion. - **No Specific Library Requirements**: Thou...

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My aim is to effectively scrape forum posts from community.st.com. Currently, I have a Python-based web scraping code that requires debugging and optimization as the current JSON output presents inconsistencies. I am in need of a developer with: - Strong Python experience - Proven web scraping skills to optimize and debug data scraping code - Proficiency in handling and troubleshooting JSON data - Familiarity with structure will be a plus As a result, the corrected script should deliver complete and well-structured JSON data of forum posts within community.st.com.

I'm currently in pursuit of a Python programmer familiar with game development. The project's key focus is on developing an adventure type game with a comprehensive structure of multiple levels. Key Features Required: - You will need to design diverse environments for each level. Skills & Experience: - Strong command of Python - Prior experience in game development, preferably adventure games. - Creativity in game design. - A keen understanding of level design and progression. Your innovative insight would be highly beneficial to the creation of a captivating and challenging game. Plus, you should be able to meet deadlines faithfully and have a knack for detail. I look forward to working collaboratively with you, sharing ideas, ...

I'm seeking a talented Python developer to create an action game for a first-year project. Key requirements: - Experience in game development, particularly action games - Proficient in Python coding - Ability to create multilevel gaming structure Your task would involve coding the game platform along with integrating various levels throughout the gameplay. Knowledge and experience in developing action games will be considered a huge plus. Only apply if you feel confident about tackling this challenge within the time frame and can ensure quality code.

...authentication with my existing Odoo 16 installation. Key Requirements: - Allow Magento users to log in to Odoo using their existing credentials - Ensure a smooth, secure, and seamless synchronization between the two systems Ideal Skills and Experience: - Proficiency in Odoo module development - Experience with Magento 1.9 and its user authentication system - Strong understanding of authentication protocols and security best practices Job Description: We are in need of a skilled software developer proficient in Magento 1.9 (now OpenMage 20.2.0) and Odoo 16 CE to create a module that facilitates user authentication between the two platforms. Our goal is to seamlessly migrate user accounts from Magento to Odoo, ensuring that customers can use their e...

We are looking for a skilled developer to integrate a Python program with our WordPress site. The program requires user login and forms to feed data, which will then trigger API calls to display output on the site. The main task is to ensure smooth integration between WordPress and the Python program. The project requires the following skills: - WordPress development - Python programming - API integration - User login implementation - Form development and data feeding If you have experience in these areas and can deliver high-quality work within the given timeframe, we would love to hear from you.

TRANSLATING DOCUMENTS FROM ENGLISH TO ARABIC & ARABIC TO ENGLISH MICROSOFT OFFICE PACKAGE (WORD, EXCEL, POWER POINT & VISIO) PHOTOSHOP PRORAMME CORPORATE ORGAISATIONAL STURCUTRE, EVALUATION REPORTS & PROMOTION TYPING: 40 WORDS PER MINUTE IN BOTH ARABIC & ENGLISH

...of machine learning model development, and natural language processing to bring an image recognition project to life. Specifically, I'm looking for your contributions to: - Thoroughly analyze large quantities of data and draw insightful conclusions from it - Develop advanced machine learning models to fulfill our needs - Apply natural language processing techniques for improved project outcomes - Design and develop AI models to meet project requirements - Convert AI/ML models into APIs that other developers can use - Perform statistical analysis on big data sets - Manage project infrastructure and the development of AI models and projects - Work with other machine learning engineers, data engineers, and AI engineers to develop machine lea...

I'm looking to have a Python API built to generate a multiple-choice question bank for schoolchildren in various subjects (such as Mathematics and English) using AI APIs like ChatGPT. The API should allow for different difficulty levels for the questions. Key Requirements: Development in Python. The API should possess the following functionalities: Input Parameters: a. Users will specify the number of questions needed in one set. b. Users will indicate the topic of the questions. For example, if they want a question bank on Mathematics focusing on BODMAS, they will provide keywords like "BODMAS." Users can provide multiple keywords such as "BODMAS," "Ratio," "Percentage," etc. Similarly, for English, keywords could...

I'm in need of a Python developer to build a real-time stock trading application. The application should specifically focus on: - Real-time data streaming: The application should be able to fetch and process stock market data in real-time. - Trading algorithm implementation: I'll need you to implement trading algorithms within the application to automate trading decisions. The platform's API integration required for this application is Zerodha's API. Ideal skills for this project include proficiency in Python, experience with real-time data streaming, and a strong understanding of stock trading and algorithms. Prior experience with Zerodha's API is a plus.

I'm having issues with my Helios 2 program, which is written in Python. The primary problem is that it's producing incorrect output. Key Project Details: - Program Type: The codebase is for Helios 2. - Language: The program is coded in Python. - Issue: The primary concern is with the output being incorrect. I need a professional who is adept at debugging in Python to identify the root cause of the problem and subsequently correct it. The ideal freelancer for this job must have: - Extensive experience in Python programming - Strong background in software debugging - Previous experience with large codebases - An understanding of the Helios 2 program or the ability to quickly learn and understand it.

...handle the tasks of continuous integration and deployment for my Python-based project. Key Responsibilities: - Implementing and maintaining the CI/CD pipelines - Ensuring the smooth and efficient flow of code from development to production - Addressing any issues that may arise in the deployment process - Suggesting and implementing best practices for CI/CD in Python projects The ideal candidate should have: - Proven experience in implementing CI/CD pipelines for Python projects - Strong understanding of infrastructure as code and automation - Proficiency in tools like Jenkins, GitLab CI, or similar - Good knowledge of containerization technologies like Docker - Familiarity with cloud platforms like AWS or GCP - Ability to troubleshoot and optimize ...

...interacting with an API (specifically Yahoo Finance) to collect information about stocks or mutual funds. I use the venv environment along with Python to accomplish this task. Subsequently, the goal is to display this data on the screen using React. The application will have a search function that will allow users to access a large amount of information. Additionally, there will be a section where users can enter multiple stocks for comparison purposes. The program will analyze these inputs to determine the best investment option. Additionally, the app includes several display options, such as graphs, to display these comparisons effectively. Additionally, I intend to incorporate a user authentication system. This feature will all...

Algo Trading API setup Description: We are seeking an experienced individual in algorithmic trading and API integration to assist in setting up automated trading signals. Our algorithm, currently operating on the TradingView platform, generates precise buy and sell signals. However, we require assistance in seamlessly translating these signals into actionable trades on our trading platform. The primary objective of this project is to integrate our existing algorithm with the trading platform's API to automate the execution of trades based on generated signals. The selected freelancer will be responsible for establishing a robust connection between the algorithm and the trading platform's API, ensuring timely and accurate execution of orders. Key tasks inclu...

...unable to save API settings. Currently, we're utilizing the Currency Converter API for conversion tasks. Therefore, we're seeking an expert who's proficient with this API and Laravel, capable of: - Identifying the root cause of these issues. - Correcting the incorrect exchange rates. - Resolving the currency conversion errors. - Ensuring the API settings save as desired. Strong API troubleshooting skills are fundamental to the success of this initiative. A solid understanding of Laravel frameworks and previous experience handling similar issues would be ideal. 1a. help to fix currency converter bug issue - cannot switch from free to paid. if i click paid and save, its not saving. 1b. all other currencies created to aut...

...with substantial expertise in Text-to-Speech (TTS) technology, and AI. Our project involves creating a Text-to-Speech and Translate and replace Audio Line solution for the Kurdish language. *****About Our Tool***** We Build a Tool that have as Frontend WPF and as Backend Python and Django and as DB is MongoDB The Tool is ready to use and u will get access when we Start ****How we will Work*** We have Server that have enough resources that will help u to work on the Tool We will create a RDS Access for u where u can access to the System and Start ur work using our Server "VMWARE" ****What is your Work***** Coz u dont speak our kurdish Language we must train the tool by our self, thats mean u have to do Adjustments in the T...

...researcher to create a simple script for spatio-temporal collocation between ground-based sensors and Sentinel-5 NO2 data. The primary goal of the script is to help us prepare the pipelines for statistical linkage of ground-based observations and satellites This is a relatively simple task for those who have such competencies We provide - Links to our sensor data so you comprehend the format - Guidelines on what Sentinel-5 data we need - Technical task description Output - Python script that can collocate our sensors in spatio-temporal scales with Sentinel-5 - You can do it using example of one sensor only, we will scale it up - The script should be able to have customizable temporal collocation: hour, day, month (averages), year - Same about spa...

I'm urgently in need of a Python specialist to accomplish an assignment using Jupyter Notebook. The task involves reading and merging multiple Excel sheets, and subsequently creating visual representations for the collated data. Key requirements are: - Deep knowledge of Python for data analysis - Proficiency in creating Bar Charts, Scatter Plots, and Line Graphs. - Strong skills in Excel data manipulation. Required libraries/packages expertise: - Matplotlib - Seaborn - pandas Your responsibility will be to decode the problems presented, manipulate provided Excel data accordingly, and present the output in an understandable visual format. Previous experience in similar tasks will be highly regarded. Will show the work on zoom and will connect and proba...

I am looking for a Fullstack Developer, preferably located in Chennai, who can work in our office on a daily basis. The key skills and experience required are: - Expert proficiency in HTML/CSS - Experience in JavaScript and Python will be a plus The developer will be primarily tasked with improving the design of our existing website. A key requirement will be to provide a rich and intuitive user interface, in addition to functional aspects. An advanced level of expertise in HTML/CSS is non-negotiable as the candidate will be expected to optimize web elements to enhance user experience.

I'm looking for a skilled Python programmer to assist in creating a metrics system for my data analysis project. Below are the key aspects of the project: - Data Type: The project will primarily involve the processing and analysis of text data. Prior experience with this data type is a definite advantage. - Goal: The main objective of this project is to perform in-depth data analysis. I need the freelancer to assist in developing metrics and calculations for the data. - Deliverables: The final output should be presented in a report format. Ideal skills for this project would include expertise in Python, data analysis, experience with text data, and the ability to create comprehensive reports. I want to write a python code f...

I am in need of a skilled data entry operator to assist with the transfer of input of text data. Your main task is to take text data from an online database and accurately enter it into an Excel spreadsheet. Requirements: - Ability to accurately enter text data - Proficient in Excel - Experience sourcing data from online databases - Diligent and detail-oriented to ensure no errors are made during data transfer - Strong English language skills to ensure effective communication The ideal freelancer for this project is someone with proven data entry experience, excellent Excel skills, and vast familiarity with online databases. Being a detail-oriented person with great concentration skills will be a huge plus.

...looking for an experienced Python developer to debug a Python code that uses Gurobi to solve Vehicle Routing Problems. The main objective of the solution is to optimize delivery routes, minimize total distance traveled, and maximize the number of deliveries completed in a day. Although the specific bugs are not defined, the dev will need to identify and correct them to ensure the program runs smoothly. The solver should have the ability to handle time windows for deliveries with certain flexibility, meaning although it should generally adhere to the set time frames, it can deviate somewhat when needed. Ideal candidate should have: - Strong Python programming skills - Experience with Gurobi - Experience with Vehic...

See we have done our list of business tasks using python file and connect with rabbitmq but it's putting more load to server, we need better automation on Skype: 1. We will share u the python file once u send ur detailed action plan. 2. It's 50 usd task, pls do effectively and achieve better results. Once it's done we need to do same with WhatsApp API also to send this screenshots and followup. I currently have a Python file that automated various tasks in my business. Unfortunately, it's affecting our server load negatively and I'm looking for an expert to enhance this system. The tasks to be automated daily on Skype include: - File Sharing - Message Scheduling Furthermore, I need some unique features in...

...Overview: We are seeking to develop a program that reads QR codes from multi-page PDF files and image files provided by our clients and extracts that data into CSV files. Due to format differences, existing AZURE OCR API have not met our requirements, necessitating a custom solution. ✔Specific Requirements: 1. Ability to read QR codes from multi-page PDF files, multiple PDF files, and image files such as JPGs and PNGs. 2. Capability to analyze the data within the QR codes and format it into CSV files. 3. Development must be done in either Python or JavaScript. ✔Skills Required: -Experience in development with Python or JavaScript. -Knowledge of OCR technologies and QR code reading techniques. -Experience in handling PDF and image processing. ...

I’m in need of a skilled freelancer proficient in C, C++, and Python programming languages. Your primary role will be to develop a software application from scratch. Having a strong background in these languages is crucial because the software will be built simultaneously in all three languages. Ideal Skills: - Advanced knowledge in C, C++, and Python - Proven experience in software development - Strong problem-solving skills - Ability to work collaboratively and independently Please note that code optimization was not highlighted as a priority for this project. This should allow you to primarily focus on building a functional and reliable software application.

I'm looking for a skilled software engineer to create a self-learning automation software that will handle my assignments and projects while I'm away. Key Responsibilities: - Develop a self-learning automation software - Automate repetitive tasks that are typically part of assignments and projects - Ensure the software is designed for self-learning to improve its efficiency over time Preferred Skills: - Proficient in Python, familiar with AI agents - Experience in developing self-learning software preferred - Knowledge of LLMS (Local Learning Management System) is a plus The main goal of this project is to create a software that can independently handle my assignments and project tasks, continuously improving its efficiency through self-learning. T...

I'm on the lookout for an experienced tutor specializing in Advanced Placement (AP) Precalculus and AP Calculus. The lessons will be conducted online, so proficiency with digital teaching tools is essential. Here's what I ideally need: - A thorough understanding of both AP Precalculus and AP Calculus - Pen-tab - Experience with US students If this is you, please bid with a sample tutoring video in English language on any topic of Calculus!

I need a Python expert who can create a trading bot for me. This bot will not be tied to any specific trading platform, only related to Indian Stocks but rather designed to be adaptable and functional across various platforms. The bot will need to be able to perform the following tasks: - Data analysis: The bot should be equipped with moving averages, MACD, and RSI indicators for effective analysis and decision-making. - Web scraping: The ability to gather data from various sources is crucial for the bot's functionality. - Automation: The trading bot should be capable of executing trades autonomously based on predefined trading strategies and indicators. Ideal candidates for this project would have: - Profound knowledge and experienc...

ME ENCUENTRO DESARROLLANDO UN PROYECTO DE VENTA DE PRODUCTOS DE HOGAR Y CUIDADO PERSONAL , REQUIERO CREAR UNA PAGINA WEB, QUE PERMITA LA VENTA ONLINE , VISUALMENTE ATRACTIVA Y AMIGABLE CON EL USUARIO. ADICIONALMENTE SE PUEDA DESARROLLAR UN BLOG EN LA MISMA

As a business, we need a skilled Python Developer to help us with data analysis. Your responsibilities will include: - Analyzing unspecified sets of data to help us make informed decisions about our strategy and operations - Presenting your findings in an easy-to-understand format, with clear implications for our business The ideal freelancer for this project has proven experience with data analysis using Python, knowledge of statistical analysis, and strong problem-solving skills. While not a must, prior experience with business or economic data analysis would strengthen your bid. Don't hesitate if you're up for the task. We are looking to get started soon, preferably finishing within a month.

I'm seeking a highly knowledgeable specialist in mobile robotics simulation using the ROS2 Noetic operati...specialist in mobile robotics simulation using the ROS2 Noetic operating system, turtlebot3 and gazebo. The ideal candidate should possess a thorough understanding of Python as it's crucial for this role as well as deep reinforcement learning knowledge. Key requirements include: - Proven experience in robotics simulation, specifically with a focus on mobile robotics. - Exceptional proficiency with ROS Noetic is essential. - In-depth knowledge of Python. - Ability to work independently and troubleshoot challenging simulation scenarios. The task involves implementing and testing RL algorithms in a short time, so only talk to me if you’...

...in need of a quick development of a user interface created from terminal-run code which i wrote (i will provide the code on contact) for my bank management system using Python and Tkinter. The current code will be provided for reference once selected for the project. (AS A GROUP OF STUDENTS WE CAN ONLY GIVE AT MAX 2000 RS WE JUST NEED A BASIC UI NO FANCY UI) Due to the immediate nature of the project within a week, I require the project to be completed as soon as possible. Ideal skills for this job would include: - Proficiency in Python. - Extensive experience with Tkinter. - Strong understanding of UI design. - Ability to deliver under tight deadlines. - Experience in banking software will be a plus. Please ensure your portfolio or similar past wor...

I'm launching a new agency and need help with two crucial branding elements: a compelling business name and a captivating logo. * Business Name: ...preferred colors, style, or inspiration] Ideal Skills and Experience: * Proven experience in naming and branding * Strong understanding of design principles and aesthetics * Ability to create logos that are both creative and professional * Excellent communication and collaboration skills To Submit a Proposal: Please include the following: * Your experience in naming and logo design * Examples of relevant past work * Your proposed process and timeline * Your rates and estimated project cost I'm excited to collaborate with a talented individual to create a strong brand identity for my new agency. ...

...designer to design a visually appealing online advertising banner, primarily featuring product images. The Design Brief: -I need a banner design primarily for online advertising. -The banner should prominently feature product images. Ideal Candidate: - Experience in banner design and digital advertising graphics - Strong understanding of visual elements (layout, color, typography) - Proficiency in graphic design software, including Adobe Photoshop and Illustrator - Ability to translate marketing objectives into creative strategies - Able to deliver the final design in various file formats for flexible usage - Must be able to work quickly and effectively under tight deadlines. Please include a link or attach samples of your previous work, ...

Here is a list of zip files on a US Govt website. You must write a Python program that uses a network library to download each zip file on this site, then find each .csv file in the zip archive, and copy each .csv file in each zip archive to a hard drive directory on the local windows machine. The directory will be "C:/MedicareDownloadFiles". The files cover the years 2017 to 2024. You may not hardcode file names ... you must extract the filenames from the above https URL. The fee for this will be $30. You must have it done within 60 minutes. Thanks for participating!

I need an adept data entry freelancer to skillfully convert text data from various online sources into an organized Excel spreadsheet. You'll reap the benefits of this project if you're detail-orientated, familiar with navigating online sources, and proficient in Excel. - The project involves researching, collecting and collating text data from specific online sources - The final deliverable needs to be an Excel spreadsheet, with data arranged legibly - Demonstrable experience in data entry jobs would be ideal - A keen eye for detail is paramount as exactness is key for this data entry task - You should be comfortable working with Excel and have proficiency in using all its features. The testimonials of your past clients and your portfolio o...

...the task is to download some SEC 10-K filings of public firms. These documents will be analyzed in the next part of the task. • First, select 2-3 companies or tickers of your choice. • Second, for a given company ticker from a user, you need to download a 10-K filing for each year from the SEC website for the period 1995 through 2023 (resulting in approximately 29 10-K documents, it can be less depending on when the company IPOed). • Note that the task is to write a script or program to do this automatically, and not to download all files manually. • You can use the sec-edgar-downloader (https://sec-edgar-downloader.readthedocs. io/en/latest/) package in Python for ease or other similar packages. Task 1.2: Text Analysis &b...

Here is a list of zip files on a US Govt website. You must write a Python program that uses a network library to download each zip file on this site, then find each .csv file in the zip archive, and copy each .csv file in each zip archive to a hard drive directory on the local windows machine. The directory will be "C:/MedicareDownloadFiles". The files cover the years 2017 to 2024. The fee for this will be $30. You must have it done within 60 minutes. Thanks for participating!

I'm looking for a skilled developer to migrate our Java-based desktop application onto the AWS cloud. The project involves: - Hosting the existing Java-based desktop application on an AWS cloud instance. - Implementing a multi-user access system. - Integrating a MySQL database component. - Developing a Python-based web interface for users to change settings. The ideal candidate should have: - Proficiency in Java, Python, and MySQL. - Prior experience with cloud hosting, particularly on AWS. - Knowledge of user access control systems, particularly Discretionary Access Control. - A good understanding of desktop-to-cloud migration. - Strong communication skills and attention to detail. We need a developer who can take a Java based desktop a...

I'm in need of a skilled developer who can create a user-friendly online Summer Camp application. Responsibilities: - Design and develop an online application specifically for Summer Camp registration and information collection. - Incorporate electronic signature and initial collection features. - Implement our camp's logo design into the application for branding purposes. Key Features: - The application should collect a variety of information including participant name, contact details, medical information, parental consent, and more. - It should allow for the electronic signature and initials collection for various areas in the application. - Ensure that the interface is intuitive and easy to navigate for parents and guardians while providing all the ...

I'm looking for a skilled developer to create a P2P program specifically designed for Binance Merchant. The main goal of this program is to facilitate fast and secure transactions. Key Components: - The program should primarily focus on conducting transactions in a speedy and secure manner within the Binance Merchant ecosystem. - A user-friendly GUI interface is essential for the program. This will enable easy navigation and interaction for users as they conduct transactions. - The program should be compatible with the Windows operating system. It should run seamlessly and efficiently on this platform. Ideal Skillset: - Proficiency in blockchain technology and understanding of P2P transactions is crucial. - Experience in developing GUI interfaces is a must. - A solid b...

I am in need of a developer skilled in Python for a project concerning the creation of a tablet finder application compatible with Windows. The primary feature of this application must be search filters, specifically, those able to find tablets based on their MAC addresses. Ideal candidate would posses: - Proficient in Python - Experience in creating search filters - Familiar with MAC addresses - Working knowledge of Windows compatibility - Detail-oriented and able to work autonomously. The focus of this project is the development of a reliable application that can perform complex searches based on a tablet's MAC address. This is a specialized task requiring detailed and specific skill sets.