Routing protocols python jobs

...the bot with the ability to mimic the trades of proven successful traders on the network. Security and Legal Compliance: Ensure full compliance with legal and regulatory standards applicable to blockchain and trading technologies. Develop strong security protocols to protect users' data and transactions. Testing and Deployment: Perform comprehensive testing to confirm the bot's performance and reliability. Deploy the bot on a robust server environment, ensuring high availability and performance. Required Skills: Strong proficiency in Python or JavaScript, with substantial experience in blockchain application development. Previous experience with Telegram bots and API integrations. In-depth knowledge of the Solana blockchain's workings, including its trans...

This script must be developed in Python 3 or higher and must take a PNG image as input and return 4 letters. It is desired to achieve 95 percent accuracy or higher (out of a total of 200 test images), not use paid libraries, and be efficient (less than 3 seconds processing time per image). Hardware where it will be tested: Architecture: x86_64 CPU operation mode(s): 32-bit, 64-bit CPU(s): 8 Memory: 15877 The images can be extracted from the following site (captcha image):

...employers. The goal is to design a site similar to but tailored to our specific needs, including custom graphics and a unique logo that represents our brand identity. KEY REQUIREMENTS Languages and Frameworks: - Frontend: Expertise in HTML5, CSS3, JavaScript, and experience with frameworks like React.js or AngularJS. - Backend: Proficiency in server-side languages such as PHP, Python, or Node.js, with database management using SQL or MongoDB. - CMS Experience: Capability to integrate and customize content management systems (CMS), preferably WordPress or Drupal. Design and Graphics: - Creation of a unique logo and custom graphics that reflect our brand and the services we offer. - Design a responsive and accessible website that adjusts smoothly to different screen sizes and

I am looking for a skilled PHP developer to create a website that can check the validity of RDP login credentials. The website should: - Allow users to input RDP username and password - Perform a check on this data - Display the results dire...RDP login credentials. The website should: - Allow users to input RDP username and password - Perform a check on this data - Display the results directly on the website Key Requirements: - Create a user-friendly interface - Implement a robust RDP username & password checking system - Ensure that results are displayed accurately Ideal Skills: - Proficient in PHP - Experience working with RDP protocols - Strong understanding of web development and user interface design Please let me know your related experience and how you plan to appro...

I'm in need of a skilled Nginx expert to help me configure a server for my application. Some key details about the project are a... - I'm looking to implement Load Balancing and SSL termination for my TCP traffic. - On the UDP side, I would like to have the server configured for Streaming Media and DNS Resolving. In addition, the Nginx should be set up on a Linux-based operating system. Ideal skills for this project include: - Proficiency in Nginx configuration and management - Strong understanding of TCP and UDP protocols - Experience with Load Balancing, SSL, Streaming Media and DNS - Linux server administration I'm open to suggestions for the best approach in setting up these features, so good communication and problem-solving skills are a plus. Looking ...

...seeking a skilled Python freelancer to assist me with a specific automation project. The task involves training video frames for bee detection. Key Tasks: - Train video frames for bee detection: I have a series of video frames that I need to analyze for bee presence. You'll be responsible for training the Python code to recognize bees within these frames efficiently. Goal: The primary objective of this automation task is to enable the Python script to accurately recognize bees within the video frames. The end goal is to achieve optimal object recognition. Ideal Candidate: - Proficient in Python programming - Experience in object recognition - Familiar with training video frames - Background in automation and data analysis If you have the necessary s...

I'm in need of a Cloud-based HPC system for a statistical analysis project. Key Requirements: If you have access to a HPC i need that service for a python code. lets talk about price

I am currently seeking a skilled developer to create an efficient bot for my new Twitter account. This bot is expected to fulfill the following functions: - Auto-follow users - Auto-like tweets - Auto-retweet tweets Moreover, these tasks should ...This bot is expected to fulfill the following functions: - Auto-follow users - Auto-like tweets - Auto-retweet tweets Moreover, these tasks should be performed every hour. The bot should be designed with a specific focus on male audience content themes. In terms of skills, the ideal candidate should have: - Demonstrable experience in bot creation - Understanding of Twitter API - Proficiency in Python, JavaScript or other relevant languages - Proven track record of creating social media bots in the past. I am looking forward to your ...

I am in need of a professional that can set up a Site-to-Site EoIP tunnel using Mikrotik devices. About the Project: - The primary goal is to extend the current office network to another location. This will...connection. - High-level encryption is a crucial requirement for this project to ensure the security of data passing through the tunnel. Key Skills and Experience: - Profound understanding and experience in setting up network connections, especially Site-to-Site connections. - Expertise in Mikrotik devices and a proven track record in configuring EoIP tunnels. - In-depth knowledge of encryption protocols and practices, with an emphasis on high-level encryption. Note: Experience in handling similar projects will be a significant advantage and could lead to a successful coll...

This script must be developed in Python 3 or higher and must take a PNG image as input and return 4 letters. It is desired to achieve 95 percent accuracy or higher (out of a total of 200 test images), not use paid libraries, and be efficient (less than 3 seconds processing time per image). Hardware where it will be tested: Architecture: x86_64 CPU operation mode(s): 32-bit, 64-bit CPU(s): 8 Memory: 15877 The images can be extracted from the following site (captcha image):

convert coordinates into url using webscraping python

I'm looking for a skilled developer to create Python-based modeling and simulation tools for UAV Swarms. Ideal candidates should have experience in Python and Machine Learning, as well as a solid understanding of industrial processes and systems. The tools should ideally offer real-time simulation capabilities, data visualization, and the ability to integrate with relevant software. A formal report of the project is required with the simulation and coding work. You may need to discuss these details with me once we get started on the project.

...a skilled Python developer to create an Ant Colony Optimization (ACO) algorithm that can read numbers in a matrix to calculate the shortest distance and its respective cost. Key Features: - The algorithm should respect origin and destination points, which will be indicated by specific row and column numbers. - Ideally, the code should be able to parse a .xlsx file format. Desired Skills: - Proficiency in Python programming language - Experience with optimization algorithms, particularly the Ant Colony Optimization algorithm. - Familiarity with .xlsx file parsing. I already have a basic code and can provide it to you as reference material; however, I need someone to improve and expand on this code to meet the requirements. It is essential for the proposed solution to u...

...talented developer with strong expertise in Python and options trading to create neutral trading strategies for me. The scope of this project includes: - Designing trading strategies primarily focusing on neutral approaches. It's critical that you're familiar with various trading strategies and especially skilled in applying neutral strategies. - The strategies should accurately consider option strike prices. An in-depth understanding of how option strike prices impact the trading outcome will be invaluable for the success of the project. - The complexity level required in this project involves developing multi-leg option positions. Therefore, experience and knowledge in creating such advanced strategy positions is a must. Advanced knowledge in Python, fina...

I want a python script that will check the balance of my four wallets inj1.... (injective blockchain), cosmos1.... (cosmos blockchain), osmo1.... (osmo blockchain) and juno1.... (juno blockchain) every 5 seconds. And in case the INJ balance increases, ATOM. OSMO or JUNO, then the entire balance will be transferred fully automatically to another wallet inj1...., cosmos1...., osmo1.... and juno1.....

I'm in need of an expertly developed trading bot capable of purchasing a new coin as soon a...forthwith. Specifically, the platform targeted for this task is kucoin. Key Responsibilities: * Crafting a bot proficient in immediate buying and selling of newly listed coins. * Ensuring immense reliability and speed of the bot's functionality. * Ensuring that the bot is compatible with kucoin and open to future adaptations for other platforms. Ideal Skills and Expertise: * Versatile experience in Python language. * Previous exposure to developing trading bots. * Deep awareness of kucoin and other potential exchange platforms. Ultimately, the bot should advance my trading performance by maximizing profitability through quick purchases and sales in the volatile moments when coi...

I'm seeking a skilled developer to take my ...algorithm should be optimized to better handle the extracted data. The developer should ensure that the comparison is done accurately and efficiently. - **User-Friendly Interface:** The current demo code lacks a user-friendly interface. I am looking for a developer who can design and implement a clean, intuitive and user-friendly interface. Preferred Programming Language: Python - The application is currently built in Python and I would like to stick to this language for consistency. Notable Requirements: - The application should be able to handle both Word and Excel documents. - The final product should be a fully functional web-based application. It should be able to extract data from both Word and Excel documents and com...

I'm searching for a Python developer knowledgeable in numerical data analysis. The key task of this project will be developing a Python script for classifying images. This script will then need to perform advanced data visualization tasks on numeric data. Task would be to analyze a dataset containing different types of fish breeds Images and is required to classify them using CNN based on their location and chemical compositions in various parts of an ocean/location Ideal Skills: - Excellent grasp of Python programming - Strong understanding of image classification techniques - Proficiency in numerical data analysis - Expertise in data visualization methodologies Previous experience with projects involving Python, image classification and data visual...

I'm seeking a professional in Python with experience in computer vision, specifically with DVS 346 cameras. The goal of the project is to: - Detect human movements: Standing, walking, sitting, waving, jumping, running - Calculate the speed of detected movements The project will take place in an indoor environment. Ideal candidates should have: - Proficiency in Python - Expertise in computer vision - Experience with DVS 346 cameras would be a plus This is a unique project that requires attention to detail and an understanding of both human movement and computer vision principles. The ideal freelancer will be able to deliver accurate movement detection and speed calculations. I already have the DVS 346 camera for this project.

Hello and Thank you for being here Please note I need to install python 3.10 on centos and do not have a C compiler there Is there a solid set of steps without a C compiler ? Will give a 5 Star Review when this is done and will write such inspiring words for you, when done. Please understand; there is hope you can give your “best” price; been unemployed, and have cancer with bills backing up, $10 possible? Please note $10 is the max total that I can handle for this (doing hourly reduces % fee). Will leave a Glowing paragraph of feedback 5 stars : - ) My funds are low but will pay quick and leave 5 stars. Please give your best possible for your bid ? (something reasonable?) Please note there is hope we can mutually complete this task; we can leave each other nic...

Python refactor code, change logic for the investment strategy

...informal land mapping. - Establish governance structures for data collection, including the formation of a steering committee comprising representatives from government agencies, community leaders, and relevant stakeholders to oversee the process and ensure accountability. - Define roles and responsibilities for data custodianship, including the establishment of secure data storage systems and protocols for data access, sharing, and protection. - Conduct sensitization workshops for government officials and community stakeholders to raise awareness about the importance of informal land mapping, the benefits of using the STDM, and the potential implications for land tenure security and urban planning. - Collaborate with local communities to identify and prioritize areas for in...

...order fulfillment and shipment tracking. 5. Connect the frontend to the backend, ensuring proper data flow and interaction between the two. 6. Collaborate with the frontend developer to ensure smooth integration of custom designs. 7. Optimize the website for performance, security, and scalability. **Skills Required:** 1. Strong experience with Laravel 10.x framework, including MVC architecture, routing, middleware, and blade templating. 2. Proficiency in database management with MySQL or other relational databases. 3. Deep understanding of backend development principles and best practices. 4. Proven track record with API integration, particularly with payment gateways and shipping partners. 5. Familiarity with frontend technologies (HTML, CSS, JavaScript) to connect frontend to ...

I'm seeking a freelance Python developer to improve the performance of a perspective correction script which is currently struggling with shapes that have more than 4 points. I have a Python script that does perspective correction of the images. It works in cases where the shape has 4 corners. If a shape has more than 4 corners, the script will not work. Please see attached and The script obviously fails on the "L" shapes. The has the expected result simulated. Attached is a zipped folder with everything you need to start. To run a script, use this command {filename} Example The "source" folder has various source images that have working and non-working cases. I need a solution that

I'm seeking an experienced Python developer who can leverage PyG to improve the accuracy of existing link prediction models on co-authorship network data. Key Responsibilities and Requirements: - Enhance existing models: You'll be tasked with optimizing and fine-tuning our current link prediction models, in order to improve the accuracy of the predictions. - PyG Proficiency: Proficiency in PyG, a Python-based library for building graph neural networks is a must for this project. - Previous experience: Experience with machine learning, particularly in the field of link prediction, would be ideal. - Dataset knowledge: Familiarity with handling co-authorship network data is a plus. I'm looking for a proactive, detail-oriented individual who can work independen...

I'm looking for a highly skilled data scientist to dive into a project that requires a strategic blend of data analysis, data modeling, and machine learning. Python proficiency is essential for this role, as it's the primary tool we will be using. Ideal Skills: - Python programming - Data analysis - Data modeling - Machine learning Despite the specifics of the dataset size and type being unclear, the candidate should have experience handling different scales and types of datasets. Your ability to adapt and work with varying datasets will be essential. Please be prepared to showcase similar past projects in your proposal.

I am seeking a skilled developer who has strong expertise in Java or Python programming languages. This project involves developing a robust software that includes several key features: - User Authentication: Your capabilities should include creating a secure log-in feature for the users. - Database Integration: The software will need to interact smoothly with an existing database, so experience with database systems is essential. - Reporting and Analytics: The ability to incorporate reporting and analytics functionalities into the software is crucial. - Facturation: Knowledge of finance or billing systems is required to integrate facturation, it's a key component of this project. - Calendar: Lastly, being able to integrate a user-friendly calendar will be an added advantage. ...

I'm utilizing an eform generator that necessitates manual setup of form fields and checkboxes on a PDF. To streamline this task, I'm looking for an expert who can automate the conversion of PDFs or image files into HTML, using the image/PDF as a background. If...g-your-own-eforms/ Key Requirements: - Automation: The primary goal of this project is to automate part or all of the the form creation process - even if there is a way to automate the location of top left pixel of each checkbox. - Simplicity: The forms that need automating are relatively straightforward, including basic types such as text and checkboxes. Ideal Skills: - Proficiency in HTML, Python - Ai/Machine learning - Previous work in automating form creation is a plus. Please, feel free to reach out for fu...

Tasks: We have three different algorithms for matching a resume with jobs on the website. They are coded in python. You have to create the APIs for webapplication. Then you create the Website which has 2 user types. Job Seeker and Employer. Login to use (home page) Job seeker will upload their resume details using a fixed form. Employer can post as many jobs using an upload job form. The data is stored in a table. On clicking the Find Jobs button (after uploading resume) or Find Profiles (for each job posting uploaded) the results page will show the ranked results (either job or resume depending on user). Home Page - Login SignUp buttons only...no design or banner or random stuff. Profile Page - Form Filling page with resume details. Resume Form Page Job Description Page Sim...

I am seeking a competent developer with experience in algorithmic trading. The main aim of this project is to connect a broker API for algo trading in the stock market using Python. The broker API to be used is not specified yet, hence, you should be adaptable and skilled with several common trading platforms such as E-Trade, TD Ameritrade, or Interactive Brokers. The task at hand involves connecting the broker API in order to carry out trading with our proprietary strategy. Ideal Skills and Experience: - Proficiency in Python - Deep understanding and experience with algorithmic trading - Familiarity with various trading platform APIs for algo trading Please include in your application a detailed proposal outlining the plan, tools, and methodologies you intend to employ...

We are an innovative tech company embarking on the creation of SnipeOS, a custom Linux operating system designed to revolutionize user interaction and productivity through a tailored user experience. Project Overv...Selector Web Browser Configuration: Set the web browser's default homepage to and the default search engine to snipesearch.net. Include links to snipesearch, snipepay, snipesocial, auctionit, and TTWRITE in the web menu. Desired Skills and Qualifications: Proven experience in Linux system development, particularly with XFCE. Proficiency in programming languages such as C, C++, Python, and shell scripting. Familiarity with the configuration and deployment of the listed software applications. Experience in system branding and customization for Linux distributions.

As a client with emphasis on quality, I need the support of an experienced Python programmer who can take charge of the frontend aspect of my web development project. At the core of this project are the following requirements: - Full proficiency in Python as the main programming language for the task - Demonstrated experience in frontend web development using Python - Familiarity with the best practices in Python programming - Capacity to effectively communicate, provide regular updates and accept feedback The missing response for the third question won't be an issue — I am more interested in a Python programmer who can bring their own unique ideas and solutions. You are encouraged to showcase your creative problem-solving skills. Apply if...

I'm seeking a developer to bring a comprehensive voice AI proj...the project include: - Integration of voice recognition - Implementation of natural language processing - Development of a functional virtual assistant - Language Model and AI analysis I have a design and user interface in place, so your primary focus will be on the backend development to ensure seamless, reliable functionality. Ideal skills and experience for this job include: - Proficiency Python, Java or relevant coding language - Strong understanding of voice recognition and natural language processing - Experience in virtual assistant development - Ability to work with existing designs - Developing custom language learning model and coding to deliver relevant response. Deliverable is a beta-tested minimum ...

...write control code for the robot, and also troubleshoot and fix any simulation errors that may arise. The key responsibilities for this project are: - Develop and simulate robotic arms models in Coppeliasim - Proficient in programming languages required for the task, particularly Python and lua - Write efficient control code for the robotic arms - Identify, troubleshoot, and fix any simulation errors that may arise Ideal candidates should have: - Proven experience in working with Coppeliasim - Proficiency in Python and lua - Strong understanding of robotic arms and their control mechanisms - Ability to troubleshoot and resolve simulation errors quickly - Excellent problem-solving skills and attention to detail. Your expertise will be crucial in the success of this proj...

I need a proficient software developer to build an offline multiple-choice question (MCQ) exam software compatible with Windows operating system. The primary purpose of this software is to conduct exams for learning institutions. Key Features Required: - ...Required: - The software should have a score tracking feature that effectively keeps track of students' exam progress and results. Ideal Candidate: The perfect match for this job should have substantial experience in software development, particularly in developing educational tools. An extensive understanding of the Windows operating system is crucial. Proficiency in programming languages like Java, Python or C# would be beneficial. Familiarity with creating scoring algorithms and a good grasp of user-interface design are...

I am currently facing an issue with the packaging of my Streamlit app, specifically error messages related to dependencies. My app does RAG or Retrieval Augmented Generation. However, I am stuck with this bug. Any freelancer planning to undertake this project should be: - Skilled in Python programming - Familiar with Packaging methodologies like PyInstaller, PyIodide, Stlite - Experienced in debugging dependency issues The main tasks will include: - Understand existing errors in the packaging process - Debug the dependency-related issues - Ensure the final version of the packaged app works seamlessly with no errors in multiple hosts I invite freelancers with prior experience in handling similar tasks to place their bids. This project has the potential for future maintenance and...

I require an expert in Asterisk and FreeSWITCH development, along with experienced system engineering skills. Specifically, I need help with: - Asterisk and FreeSWITCH development - Integrating VoIP - Setting up Call routing and IVR (Interactive Voice Response) - CTI - Skill group base call routing to agents. Apart from these, the implementation of Asterisk and FreeSWITCH clustering as well as Call Center Reporting is required. The technology stack should be Linux, PHP, MySQL along with postgresql and API knowledge. The freelancer should have considerable experience in these to meet the project's specific requirements.

...legal aspect of a blockchain-based payment gateway project built on the Ethereum platform. Key Responsibilities: - Registering the company - Obtaining a license from RBI - Ensuring legal compliance in different regions - Monitoring transactions for fraudulent activities - Implementing and managing smart contract protocols Ideal Candidate: - 3-5 years of experience in a similar role, preferably in blockchain compliance - Strong understanding of Ethereum and its smart contract protocols - Expertise in navigating legal frameworks and obtaining licenses, especially in the finance sector - A proven track record of managing compliance in multiple regions This is a challenging but rewarding project for the right candidate, with the potential to shape the future of blockchain...

As a project owner, I'm in need of a proficient backend developer chiefly for the deployment of a Python Django project. This includes: - Setting up server and database - Deploying the project using both Nginx reverse proxy and Apache - Enhancing backend performance The best candidate should offer rich experience in Python Django project deployment as well as server setup and optimization. There won't be any need for coordination with other teams or members. Hence, the ability to work independently is crucial. Please remember to include your relevant experience in your application.

I'm in need of a skilled Python developer with a strong background in AI and ML. The project involves a full spectrum of responsibilities in these fields, and I'm looking for a professional who can hit the ground running. Key Responsibilities: - AI Development: You'll be tasked with creating, implementing and maintaining complex AI algorithms and systems. - ML Model Development: This role will require you to design, train, and optimize machine learning models. - Data Analysis: You'll need to collect, interpret, and present data in a meaningful way, to help inform our AI and ML projects. Required Skills and Experience: - Expertise in Python is a must. You should be comfortable with Python libraries and tools commonly used in AI and ML projects. - P...

I'm seeking a skilled Python developer who can handle all aspects of SNMP for my project. Key Responsibilities: - Implementing SNMP query and data retrieval - Efficiently managing SNMP trap handling and notification - Developing a robust SNMP agent Your role will be crucial in ensuring that our system effectively communicates using SNMP across multiple versions. Ideal Skills and Experience: - Proficiency in Python - Extensive experience with SNMP (versions 1, 2c, and 3) - Strong understanding of network communication - Previous work on SNMP trap handling and agent development is a major plus If you have the right skillset and experience, I look forward to seeing your proposal.

...the system files to detect/deal with threats promptly. • Firewall Features: An inclusive firewall feature aimed at facilitating additional system protection. Ideal Skills/Experience: • Extensive experience in antivirus application development, specifically for Windows OS. - Expertise in Windows Kernel Driver Development. - Proficiency in high-level programming with C++/C/C#/Qt, Java, and Python. - Developing apps in C/C++/C#/Qt - In-depth knowledge of low-level operations with X86/ARM Assembly Language. • Knowledge in system security and safe programming practices. • Demonstrated ability to meet tight project deadlines. I require this antivirus software as soon as possible, so the ability to work under time constraints is crucial. Please pro...

...-Models are already running on a local computer, but I need to move them to Sagemaker 100%. Data is on S3 already. -You need to configure and prepare Sagemaker from end to end, and teach me how you did it, since I need to replicate it in another system. -I will give you the data and access to AWS Ideal Skills and Experience: - Demonstrated experience in performing similar migrations - Proficiency in Python, R, and Spark languages - Hands-on experience with AWS Sagemaker -AWS is a MUST, -No matter how, we need to have both models up and running on Sagemaker. -You dont need to change, or imrpove the models, they are already good. But maybe you will need to adapt them to be able to run in AWS Sagemaker. Your ability to perform this task accurately and efficiently will be invaluab...

I'm looking for a professional programmer, proficient in Python to craft a script. This script is for the main purpose of finding mobile numbers, identifying their carrier, and matching this information with corresponding zip codes. This process is vital for my verification purposes. Not only this, but your script must provide these details in a CSV file output format. Key requirements are: - Extensive knowledge and experience in Python - Experience in number location and carrier identification script writing is a plus - Knowledge of data presentation in CSV format This task requires high attention to detail and a strong understanding of number location matching technology. If you meet this description, I'm excited to hear from you.

I need a Python code developed for vehicle route optimization. - The code should include 3 algorithms for route optimization. - Successful freelancers should include past work in the application. Ideal Skills: - Proficiency in Python - Experience in developing route optimization algorithms - Strong background in data analysis, web scraping, and machine learning, as these functionalities will be required in the project.

I'm seeking a professional with ample experience in smart contract development. We're not just looking for a freelancer, but a pro who can showcase past accomplishments in this domain. Key responsibilities will include: - Creating and implementing smart contracts - Validating and updating existing contracts Preferred Attributes: - Proficiency in Solidity, JavaScript, Python - Demonstrable expertise in smart contract development - A history of successful projects To be considered for this project, you should detail your experience in smart contract development. Include tangible examples and discuss how your expertise can benefit this project. Please note that applications without this information won't be considered.

As an experienced Java Developer, I need your expertise in integrating Apache Camel with our web app. This integration is primarily aimed at facilitating the routing of messages between our system and external APIs. Key Requirements: - Understanding of Apache Camel: You should have comprehensive experience working with Apache Camel, ideally in a similar integration scenario. - Communication with External APIs: Our system needs to seamlessly communicate with multiple external APIs. You should have a solid understanding of RESTful APIs and experience integrating them. - Synchronous & Asynchronous Communication: The integration needs to support both synchronous and asynchronous communication with the external APIs. Feel free to provide examples of similar projects you have wor...

...is a Python-based project involving LinkedIn connections parsing using a cookie file. The target is to uncover and analyze mutual connections between my personal friend's list and a CRM file. Important Aspects: - The script needs to efficiently extract the full profile details of LinkedIn connections, including their names, job titles, locations, and industries. The data about any mutual connections between my friends and my existing client database is distinctly relevant. - I also need the parser to generate records of connections between my LinkedIn friends and contacts in my CRM. - I would require the output to be well-organized and easy to navigate. It should be exportable and storable both as a CSV file and an Excel spreadsheet. Ideal Skills and Experience: - Profici...

I'm looking for a skilled Python developer who is well-versed in machine learning and GANs to implement a conditional GAN primarily for image generation as a part of my school project. Key Responsibilities: - Utilize Python to develop a conditional GAN. - Find an academic paper from the last 5 years that enhances the vanilla conditional GAN using a simple approach and use this incorporate their approach to this one. - Find a dataset suitable for the task. It's up to you to choose one. Requirements: - Proficiency in Python. Experience using PyTorch machine learning library. - Understanding of GANs and how they can be applied to image generation.

...transfers using UPI protocols. The application should be designed with the following features in mind: - **Primary Purpose**: The main goal of the application is to enable real-time fund transfers securely and efficiently. - **User Interface Elements**: The key focus here should be on an interactive transaction history. Users should be able to easily track and monitor their transactional activities within the app. - **Security Features**: Implementing two-factor authentication is non-negotiable. Please ensure that the application is extremely secure, and that all data associated with transactions is encrypted and protected. Ideal candidates should have prior experience in developing applications that handle financial transactions and have a strong understanding of UPI prot...