Web scraping with selenium pythonงาน

เขียนโปรเเกรม Sudoku ที่สามารถเเก้โจทย์ Sudoku ที่ user inputโดยไม่ใช้ library ที่เกี่ยวกับ constraint(CLD(FD) library) เขียนโดย backtracking เเละเชื่อมกับ UI โดยใช้ python

สวัสดีค่ะ ไม่ทราบว่ารับทำโปรเจคทางด้าน Modelling, Simulation and Optimisation ใช้ python code ค่ะ

สวัสดีค่ะ ไม่ทราบว่ารับทำโปรเจคทางด้าน Modelling, Simulation and Optimisation ใช้ python code ค่ะ

สวัสดีค่ะ รบกวนสอบถามหน่อยนะคะ พอดีจะให้ช่วยวิเคราะห์งานเพิ่มเติมหน่อยนะคะ แต่ทำในส่วน code python ไปบ้างแล้วนะคะ

...a competent AI assistant to aid me with data analysis, research, and the implementation of pilot codes. This AI assistant should be proficient in Python and C#, and have a working knowledge of Markdown. The assistant should be: • Able to parse and interpret huge amounts of data • Capable of conducting thorough web research independently • Experienced in pilot code implementation • Comfortable working within a Windows Operating system Ideally, the successful candidate will have experience in data analysis and machine learning. Experience with the Windows operating system is a must. Understanding of other platforms is a plus. This is a great opportunity for freelancers who have a knack for detailed analysis and have hands-on...

...learning expert to assist me with a supervised learning project. The project will require a comprehensive set of tasks to be completed, including: - Data Cleaning and Preprocessing: This is a crucial step in the process and will involve the ML expert in preparing and organizing the dataset. - Model Development and Training: The hired individual will be responsible for the creation and training of the supervised learning model. - Evaluation and Testing: The ML expert will also need to evaluate and test the model to ensure it meets the specified requirements. The ideal candidate for this project should possess: - Proficiency in Python: As I'm expecting the expert to be proficient in this programming language, the ability to understand and write complex code in Pyth...

I am in need of a Python developer who is an expert in Django for a project that requires advanced customization of an existing Django project (DATING BACKEND). The ideal candidate should have experience in customizing and modifying existing Django projects to meet specific requirements. Skills and experience required for the job: - Expert knowledge in Python and Django framework - Good knowledge in GRAPHQL - Strong understanding of Django project structure and architecture - Proven experience in customizing and modifying existing Django projects - Ability to work with complex customization requirements - Familiarity with Django's templating system and ORM - Proficient in writing clean, maintainable, and efficient code - Strong problem-solving skills and a...

I am in search of a skilled backend developer with proficiency in Python, for a project that necessitates a relational database system for user authentication and authorization. Key Requirements: - Proficiency in Python: The project is built on Python, so the ideal candidate should have a strong command of this language. - Experience with Relational Databases: I am looking for someone with a background in working with relational database systems such as MySQL or PostgreSQL. - Security Conscious: Given the focus on user authentication and authorization, a strong understanding of security principles and best practices is essential. Additional Skills (preferred but not mandatory): - Experience with NoSQL or Cloud-based databases could ...

I'm in search of a skilled embedded systems engineer, with expertise in C/C++ and Python. The main focus of the project is to develop embedded software for control systems. Key Responsibilities: - Developing software for embedded systems, primarily aimed at control systems. - Writing efficient, maintainable and high-quality code in C/C++ and Python. - Collaborating with the hardware team to ensure software is well-integrated. Ideal Skills and Experience: - Proven experience as an embedded systems engineer, with a particular focus on control systems. - Proficiency in C/C++ and Python for embedded systems development. - Familiarity with real-time operating systems (RTOS) is a plus. If you're someone who thrives on complex challeng...

I am seeking a Python expert with experience in Django-ninja and Flet to create a comprehensive tutorial on integrating these with ChatGPT. The aim is to build a knowledge bot for educational purposes. Key requirements of this project include: Creating an Interactive Tutorial: - Guide users on how to enhance and develop chatbot capabilities using Python, Django-ninja, Flet, and ChatGPT. Understanding ChatGPT Integration: - Show how ChatGPT can be integrated with Django-ninja and Flet to improve customer support. Skills and Experience: - Advanced Python programming skills. - Solid experience with Django-ninja and Flet. - Familiarity with ChatGPT and AI chatbot technologies. - Strong ability to create interactive, educational conten...

...to design, test, and implement an algorithmic trading system and enable API integration with Kotak Neo. The code can be developed on any of the leading platforms. This project involves: - Coding an algo-trading system using Python language - Incorporating specific trading indicators into the system: OBV (On-Balance Volume), Bollinger Bands, and the Commodity Channel Index (CCI) The ideal candidate has: - Proven experience in Python programming - Proficiency with algo-trading systems and an understanding of the Futures and Options segment. - Specific knowledge of incorporating indicator based signals into the algorithm. - Prior experience with a leading algo-trading platform and API integration with Kotak Neo is preferred. Your role will inv...

: logo with display menu: select option: Subdomains Directories sensitive parameters 4. SQL Testing 5. xss Testing 1- : (use this open source code) Options: -d, --domain: Specify the target domain. -b, --bruteforce: Enable subdomain bruteforcing. -o, --output: Specify the output file path. -h, --help: Display help information. example subdomain -d -o /home/Desktop/ This option leverages various search engines like Google, Bing, Yahoo, DNSDumpster, VirusTotal, SSL, etc., to discover subdomains associated with the target domain. 2- find Directories: (use this open source code) Options: -u

Please start your proposal by saying "hello MBA student" I am looking for a skilled data scraper who can efficiently extract specific data from a football webs...looking for a skilled data scraper who can efficiently extract specific data from a football website (). and one more for average age of squad. Extraction will need to go CSV Key Tasks: - Extracting 'Average Age of Squad' information - Extracting 'Net Spend' data Ideal Skills: - Proficiency in data scraping - Understanding of football statistics - Experience with similar projects or websites is a plus I trust your expertise to advise if additional information is needed for successful execution. Experience and accurate, meticulous work is what this project calls for.

I'm looking for a freelancer for web scraping of sport team information from a single Website, more information privately. This is a micro project with minimum budget. Key Tasks: - Scrape text data from one website. - Ensure the collected data format is adequate. Skills and Experience: - Proven experience in web scraping, particularly targeting text content.

I am searching for a proficient full-stack developer with keen expertise in JavaScript, Python, and Java. While not an absolute requirement, any experience with the frameworks such as React, Angular or Django would be beneficial but not compulsory, as the client skipped identifying any specific framework. The developer will work on a project whose goal or purpose has not been specified, hence requiring versatility and flexibility to adapt to potential changes during the project lifecycle. This might include, but isn't limited to, creating a web application, building an e-commerce website or developing a mobile app. Ideal Skills: - Expertise in JavaScript, Python, and Java - Understanding of React, Angular, or Django - Flexibility and adaptability...

BACKEND DEVELOPER • Experience in backend technologies (Python, Django, HTML, CSS, JS, PostgreSQL, RESTful Web Services APIs, OOP, WebSocket) / Will be a plus to have in-depth knowledge in other areas other than the software languages mentioned above. • At least 3 years of experience in developing web applications, • Experience in the integration of microservices into consumer web applications, • Experience in Python/Django code-based production, extensive testing, and e-commerce development, • Technical problem solving ability • High motivation and eagerness to learn • Understanding user needs with analytical skills competency, • Time and stress management and teamwork compatibility

...responsibility is to build a desktop application that processes and accurately categorizes data from complete PDF files. - You are required to utilize LangChain for language translations and OpenAI llms for text generation. - The app should be developed in Python. - After three days you'll submit final Python code, supporting documentation explaining its functionality and a report on its performance and run-time. Ideal Skills and Experience: - Strong experience with Python programming language. - An understanding of OpenAI language models. - Previous work with LangChain for language translations. - Experience in app development and document categorization. Remember, I will provide a process flow chart and additional explanations to guide you....

...Responsibilities: Develop an algorithm or script using Python and OpenCV (or similar libraries) that can accurately detect the edges of rugs in images where the rugs are on a transparent background. Transform these images so that the rugs are reshaped into perfect rectangles, despite the presence of natural waves, curves, and optional fringes. Ensure that the transformation maintains the integrity and quality of the rug design, especially when fringes are involved. Provide documentation and support for integrating the solution into an existing Python workflow. Requirements: Proven experience in image processing and computer vision. Strong proficiency in Python, especially with libraries such as OpenCV. Ability to handle images with transparency and c...

I ...professional who is well-versed in both Blender and Python. The project aims to streamline the process of automated character animation within Blender, using Python. The essential tasks involved are: - The use of a pre-existing digital model in Blender - The configuration of Python modules to automate the animation tasks - Building Python scripts specifically focused on character animation automation Ideal Skills: - Proficiency in using Blender for 3D modeling and animation - Thorough experience manipulating Python within Blender - Familiarity with character animation processes. This project provides a robust opportunity for those who enjoy seeking efficiencies and improving animation workflows. Your insights and expertise in Blender and ...

Are you looking to master SQL, Excel, or Python? Look no further! With years of experience in data analysis and programming, I offer comprehensive tutoring services tailored to your learning needs. **What I Offer:** 1. **SQL Mastery:** From basic queries to advanced database management, I'll guide you through understanding SQL syntax, optimizing queries, and database design. 2. **Excel Expertise:** Whether you're a beginner or looking to enhance your Excel skills, I'll cover everything from formulas and functions to data visualization and automation. 3. **Python Proficiency:** Dive into the world of Python programming with personalized lessons covering fundamental concepts, data manipulation, scripting, and more. **Why Choose Me?** - ...

...call: 1. On the web page, Fill up the email & password on the login page. Press on "login" 2. A POST API call is made to "" with returns set-cookies in the response header. It contains the "APPSESSID" cookie. This cookie will be used in the next API call. Step 2 On the web page, Once you've landed on the homepage, Click on "Competitions" in the navigation tabs on the Left: 1. This would make a POST API call to "" which uses the "APPSESSID" cookie mentioned above. 2. The response of this API call should return "idToken" as one of the field Here are the Acceptance Criteria's (AC) that need to be met for this project to be considered successful: AC1: Script should be written in pyt...

...navigate and assess image associations while providing a comprehensive overview of their quality assessments for further analysis. - Using Python and CherryPy to develop the tool - Implementing a simple yet efficient user interface for the selection process The purpose of the evaluation of Part B images is to identify any issues or errors in them. So, the program should have the capability to assess image quality automatically and reactively. As an ideal candidate, you should have: - Proficiency in Python and experience in developing web applications - Previous experience with image processing and analysis is a plus - Familiarity with CherryPy for web development - Ability to deliver the project ASAP without compromising on quality...

I'm seeking an expert in Python who can help me build a system for object detection in images. I don't have a specific list of objects in mind as of now, hence your role will involve creating a flexible and adaptable model. Key Tasks: - Develop a Python program that can accurately identify the nature of objects in any given image. - Ensure the program is adaptable to a variety of objects. - Test the program extensively for accuracy. I'm not in a hurry for this project as I value quality over speed. However, we can discuss project timelines to suit both our schedules. Ideal Skills: - Extensive experience in Image Recognition and Python coding. - Good understanding of various machine learning algorithms suited for this task. - Proven history of creating...

Python and Angular Developers Needed for Small-Scale Project Skills Required: - Proficiency in Python and Angular - Knowledge of Python frameworks such as Django or Flask - Experience in front-end development using Angular - Strong understanding of HTML, CSS, and JavaScript Project Scope: - The project is a small-scale application development - It involves creating a web application using Python and Angular - The application will have basic functionality and features Timeline: - The project does not have a specific deadline - The developer can work at their own pace and availability Requirements: - Must have prior experience in Python and Angular development - Ability to work independently and deliver high-quality code - Good communication skil...

As the project owner, I'm searching for a skilled Python and Angular developer. Your primary responsibilities will involve: - Developing robust web applications - Producing APIs - Developing frontend interfaces Please make sure your application highlights your past experience specifically related to Python and Angular. Moreover, it is essential that you are familiar with Angular, ReactJS, and Python. The delivered work must be high-quality, easily maintainable, and innovative. Efficiency and productivity are highly valued in this project, so proven experience in similar tasks is an advantage.

I am in need of a Python developer who can create a Swagger UI for API testing. The ideal candidate should have experience in API development and have a good understanding of the Swagger framework. The project requires the creation of API endpoints, so the developer should have knowledge of RESTful API development. The APIs are of advanced complexity, so the developer should be experienced in developing complex APIs. The deliverable is a Swagger UI that can be used for API testing purposes.

...recently developed a chatbot using Python, and I'm in need of a ReactJS expert to help me establish a seamless communication channel between the chatbot and the frontend. Key tasks include: - Setting up a REST API: I'm looking to have the chatbot communicate with the ReactJS frontend via a RESTful API. This will involve ensuring that the API is correctly implemented and that data can flow smoothly between the two components. - Implementing Chatbot Features: For this specific project, I need the chatbot to primarily focus on answering frequently asked questions. You'll be responsible for integrating the relevant responses into the chatbot and ensuring that they are displayed appropriately on the ReactJS frontend. Ideal Skills & Experience: - Proven exp...

Buscamo...funcionalidade de reconexão automática para lidar com interrupções frequentes do WebSocket. Experiência comprovada em desenvolvimento de software e uso de WebSocket. Conhecimento avançado em protocolos de rede, autenticação e criptografia. Capacidade de trabalhar com prazos apertados e entregar soluções robustas. Proficiência em pelo menos uma das seguintes linguagens: Python, JavaScript. Exclusão do uso de Selenium ou qualquer outra automação baseada em navegador para este projeto. 1. Software funcional capaz de interagir com as roletas via WebSocket, identificando vitórias e derrotas. 2. Documentação técnica detalhando o funcionamen...

I am looking for an experienced web developer who is proficient in HTML, CSS, JavaScript, and Python to build a web portal with the integration of Whatsapp API. The main purpose of the portal is to monitor Whatsapp conversations. Ideal Skills and Experience: - Strong command over HTML, CSS, JavaScript, and Python. - Experience in working with APIs, preferably Whatsapp API. - Knowledge of Python-based frameworks like Django, Node.js is a plus. Project Objectives: - Create a web based portal that can monitor conversations from the Whatsapp API. - Implement real-time monitoring of these conversations. - Incorporate search and filter options for easier navigation of these conversations. - Enable export option to collect conversation dat...

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I'm in search of a developer proficient in PHP, React JS, and Python to help me create a dynamic and interactive web application. Key Responsibilities: - The main task will be website development, focusing on creating an interactive web application. Ideal Skills and Experience: - Proficiency in PHP, React JS, and Python. - Previous experience developing interactive web applications. - Understanding of UI/UX principles for crafting engaging user experiences. The web application will primarily serve as an interactive platform, so prior experience in developing similar applications will be a big plus.

I need an experienced Python programmer to convert my existing Python function. The original function, using Selenium, extracts JSON requests from a designated website that employs small redirects before enabling access. • Task: Conversion of a Selenium-based Python function into a request session. • Key Experience: While a general knowledge of Selenium and web scraping can be useful, the task requires a deep understanding and experience in Python programming ans SMAL security. Freelancers willing to undertake this project should emphasize their Python experience, among other qualifications, in their application particularly on how to handle saml redirects. Understanding of handling JSON requests will be an...

...where every product has its own distinct description. Main tasks: 1. Autolist products on Facebook 2. Auto-reply to inquiries uniquely for each product Skills & Experience needed: • Proficiency in PHP, Python, or comparable scripting language • Familiarity with Facebook API • Professional experience with Autolisting and Auto-reply scripts • Knowledge of e-commerce product management • Strong understanding of product-specific responses Your solutions should streamline our operations and offer a higher level of customer engagement. The auto-reply script needs to be written in line with each product's unique description. Ultimately, we need to automate and personalize our Facebook Marketplace procedures successfully. A dem...

I'm currently working on a programming project and I'm in need of a skilled programmer to provide me with some much-needed assistance. Unfortunately, I didn't specify the programming language, tasks needed, or the overall goal of the project when posting this job. I'm looking for a programmer who can help guide me through my project, provide some coding assistance, and help me understand and implement the solutions. Key Skills: - Strong programming skills in various languages (preferred Python, JavaScript, Java) - Ability to troubleshoot and debug code - Good communication to explain complex programming concepts in simple terms. If you're a patient, experienced programmer who can help me see this project through, please reach out. Your support i...

I am looking for an Odoo specialist to revamp my existing system. I have already installed and set up Odoo 17 and need an expert who can both modify existing modules and add new ones. Your role involves: - A...Your role involves: - Assessing the current modules and suggesting necessary modifications. - Developing and implementing new modules as required. - Optimizing the overall system performance. Skills & Experience: - Proficiency in Odoo 17, Python, and PostgreSQL. - Proven experience in Odoo modules development. - Ability to identify and solve system issues. - Strong problem-solving and communication skills. - Knowledge of different Odoo modules and their functionalities. Your goal should be to enhance our system to improve its performance and align it with our b...

I need a professional to scrape the stock information from the first 6 stocks on the first of each month starting from 1/1/2014 till the current date on the Chartmill website. You will need to r...,ind_22,date_2024-05-02&v=1&s=p6m. Key Requirements: - Extract the stock code and all fields that are available on the website for the first 6 stocks. - Ensure data is accurate and up to date. Timeframe: I'm looking to have this completed as soon as possible. Ideal Skills and Experience: - Comprehensive experience in web scraping, particularly from financial websites. - Familiarity with stock market data and terminology. - Ability to deliver a high level of accuracy in data extraction. - Excellent time management skills to complete the task quickly.

I need a Python developer who can create a script to scrape news in JSON format from moneycontrol at a specified interval and store it in a database. Key Requirements: - Develop a Python script to scrape news in JSON from moneycontrol - Automate the scraping process at a specified frequency - Ensure the scraped news is stored in a database Ideal Skills and Experience: - Proficiency in Python - Experience with web scraping using BeautifulSoup or Scrapy - Knowledge of working with JSON data - Familiarity with databases and data storage - Previous experience in similar projects would be a plus Please note: The project does not have specific requirements for news categories or keywords at the moment. The focus is on extracting n...

I need an experienced Python programmer to modify an Instagram comment script I already have. The modifications will primarily focus on comment targeting specificity. Key project tasks: - The script already logs in to multiple Instagram accounts, provided in a file, and writes comments. This functionality is to be preserved. - The main edit entails tailoring the script to target specific user accounts. I want the script to focus its commenting on these specified accounts. - The usernames of these particular accounts will be provided in a file. You must incorporate this file into the script logic to direct commenting activity. Ideal skills for this task: - Proficient in Python scripting. - Previous experience in working with Instagram's API is preferred....

I'm looking for a skilled data analyst to help me with a comprehensive statistical analysis of a survey I conducted with roughly 100 participants. Key Requirements: - Proficiency in Descriptive, Inferential, and Correlation data analysis techniques - Experience in interpreting survey data to identify trends and patterns - Ability to test hypotheses and make inferences - Knowledge of how to determine relationships between variables - Excellent skills in Excel and/or other statistical software or python for data manipulation and analysis Ideal Candidates: - A data analyst with a proven track record of handling survey data - Someone who can derive meaningful insights from the data - Excellent communication skills to explain the results in a clear and conci...

...a custom JSON API to scrape specific data from a website. The main goals for this project are: - Scraping product information and pricing details: The API should be able to gather and provide product names, descriptions, prices, image URLs, and all rooms and prices available on the site. - Organization and presentation of data: The scraped data must be organized and presented in a JSON format. This will involve structuring the JSON output to include the prioritized fields and attributes as mentioned above. Ideal Skills: - Proficiency in web scraping: Experience with extracting data from websites in a structured and efficient manner is essential. You should be able to implement the scraping process in a way that ensures the integrity and accuracy of...

I am seeking a skilled developer to integrate a custom data source into Tradingview charts in real-time. I’ve attached a screen shot pointing with yellow arrow the area on the pane where i want my custom data to be displayed. Process is as follows ; 1.) Fetching Data: Using Python to fetch data from the API endpoint periodically. 2.) Formatting Data: Extract relevant numerical timeseries data from the API response and format it into a structure compatible with the "Plot Custom Data" indicator on TradingView. 3.) Inputting Data into TradingView: Utilize the TradingView REST API to update the settings of the "Plot Custom Data" indicator with the formatted data. Please check the following on tradingview to get clear idea - Trade-o-...

If you are good in python or Matlab and willing to work with me on something interesting. Apply Please

As a client looking to develop a project centered on image recognition on Handwriting Character Recognition, I require a proficient Deep Learning Engineer who has expertise in Python programming. The core of the deployment involves: - The development of an effective image recognition system - Efficient use and application of PyTorch as the preferred platform The ideal candidate for this project exhibits the following skills and experiences: - Significant knowledge and experience in Python - Extensive understanding of PyTorch - Prior experience with image recognition projects Please ensure you have a strong grasp of the above-mentioned skills before bidding on this project. I look forward to meeting a dedicated professional who can deliver on time and efficientl...

I'm seeking an experienced Java developer, ideally with exposure to the trading industry. Though I couldn't specify the type of trading experience, any kind would certainly be a plus. Despite not providing detailed project objectives, I'm confident such expert will inherently understand typical tasks in this field. This could include creating automated trading strategies, building a platform, integrating APIs, and so forth. Here are the primary aspects I'm looking for: - Strong Java programming skills - Previous experience in a trading domain - While technology stack specifics aren't set, proficiency in commonly used techs like Python and Node.js would be beneficial. If you believe you suit this role, I'd be excited to view your bid and past ...

I'm in need of a Python script that can efficiently take addresses from an excel spreadsheet and search google maps locate solar panels on roof tops Ideal Skills and Experience: - Proficiency in Python programming - Experience with image processing and analysis - Familiarity with satellite image utilization - Understanding of data output and manipulation in Excel Key Features: - The script should focus on residential rooftops specifically, using satellite images to identify solar panels. - It should be able to iteratively search through said images, pinpointing and marking the locations of solar panels. - The final output should be an Excel spreadsheet containing the results of the search, detailing the coordinates of the identified solar panels. Pl...

...assist with my Google Images Downloader extension. I'm encountering two primary issues with the extension; it's failing to download images and images are not loading correctly. Key Tasks: - Fix the issue causing the extension to be unable to download images - Resolve the problem with images not loading properly - Identify the specific changes in Google's image classes and div elements that caused the extension malfunction. - Modify the extension code accordingly to adapt to these changes and ensure compatibility with the latest Google Images layout. Please note that I've already attempted to reinstall the extension in Google Chrome, but this hasn't resolved the issues. Ideal skills & experience: - Proficient in Chrome Extensio...

As a client looking to develop a project centered on image recognition on Handwriting Character Recognition, I require a proficient Deep Learning Engineer who has expertise in Python programming. The core of the deployment involves: - The development of an effective image recognition system - Efficient use and application of PyTorch as the preferred platform The ideal candidate for this project exhibits the following skills and experiences: - Significant knowledge and experience in Python - Extensive understanding of PyTorch - Prior experience with image recognition projects Please ensure you have a strong grasp of the above-mentioned skills before bidding on this project. I look forward to meeting a dedicated professional who can deliver on time and efficientl...

...de autopartes en varios marketplaces en línea, como , , y B-parts.com. El objetivo es recibir notificaciones cuando estas referencias estén disponibles en las plataformas seleccionadas, permitiendo al cliente ajustar sus precios de acuerdo con el mercado y mantenerse competitivo. #### Requerimientos del Proyecto: 1. **Desarrollo del Bot de Scraping:** - Crear un bot de scraping que pueda buscar específicamente unas 300 referencias de autopartes a horas determinadas del día (7 AM y 14:30 PM). - Integrar funcionalidades para monitorear constantemente los precios de las referencias en los marketplaces mencionados. - Notificar al cliente mediante un enlace directo si las referencias están disponibles en las plataformas y a qu&eacu...

I need a FullStack developer who shines in JavaScript, Python, and Ruby. You should have proven experience working with React, Angular, and Django. Your role will involve the following: - Developing quality code using JavaScript, Python, and Ruby - Building robust applications using React, Angular, and Django - Implementing essential features including: - User Authentication - Payment Gateway Integration - Real-time Chat Ideal candidates should possess a deep understanding of FullStack development. My project seeks someone with a knack for problem-solving, attention to detail, and a commitment to creating feature-rich, user-friendly applications. Is this you? Bid now!

...experienced web application developer who can help bring my project to life. The ideal candidate should have a strong background in front and back-end development, with a focus on the following key areas: Key Project Details: - User Authentication: The application should have a secure user authentication system, ensuring that only authorized users can access specific features. - Database Integration: A robust database backend is essential for this project. The developer should have experience in designing and working with databases to ensure optimal performance. - Payment Gateway Integration: The successful candidate will be responsible for integrating a payment gateway into the application, ensuring smooth and secure transactions. Desired Skills: - Proficient in ...