Aws sns send emaildela

My Python script is designed to open all my unread emails on Gmail and trigger the tracking pixels within them. However, I'm facing performance issues, as the tracking pixels are not being triggered as expected. I need an expert Python developer to correct and optimize my code for better performance. Ideal skills: - Proficient in Python programming - Experience with email automation - Knowledgeable about tracking pixels - Familiarity with Gmail's interface Please note that the primary goal is to ensure all tracking pixels are triggered during the script's execution.

...systems, and collaboration tools designed to improve learning outcomes." 5. Technologies Page: Technologies We Work With: AI & ML: "We leverage Artificial Intelligence and Machine Learning to create predictive models, automation solutions, and intelligent systems that drive business success." Cloud: "Our cloud-based solutions help you reduce costs, increase scalability, and improve flexibility with AWS, Azure, Google Cloud, and private cloud options." Big Data: "We enable businesses to analyze large volumes of data with our Big Data solutions to uncover insights that drive strategic decisions." Blockchain: "We develop secure and transparent blockchain applications to streamline transactions and enhance trust in various industries."...

...of each marker for easy identification. - Add property details in the description or link to a real estate listing page. 5. **Set Up Restricted Access:** - Click on the **Share** button in the map editor. - By default, your map may be set to "Public". To restrict access: - Select **"Restricted"** to limit who can view or edit the map. - You can share access via email with specific people or send a link with limited access. - If you want to allow users to edit the map (e.g., add properties themselves), you can grant them "Editor" permissions. 6. **Embed the Map (Optional):** - If you want to embed the map in a website (e.g., your real estate site), you can copy the HTML embed code from the **Share** options. - Al...

DevOps expert with strong skills in Django Channels, Redis, Caddy, and Async for a crucial deployment task. Key Requirements: - Extensive experience in deploying applicati...and implement CI/CD tools Kindly only approach if you have experience with Redis, Django Channels, Caddy Server and Async, as our project is complex, yet very doable for someone who has experience. Usually takes 3 to 4 hours to setup everything. Our budget is towards the lower end, but we usually deploy 3 projects every month and looking for someone for regular work. IMPORTANT: We are not using AWS (which is relatively simple to setup). We are using Ace Cloud where they will setup servers but you will have to configure and deploy for project. If you are uncomfortable or not sure about this, you may not appl...

I need an expert to configure my Lightsail instance running Ubuntu. The task involves setting up Apache for 1-2 dynamic sites (like WordPress), configuring AWS SES for email and modifying my Windows hosts file for testing the instance. Experts in configuring apache config files. Key Requirements: - Apache configuration on Ubuntu Lightsail - Setting up dynamic sites (WordPress) - AWS SES configuration for email - Windows hosts file modification for testing Skills: - Expertise in Apache and Ubuntu - Experience with Lightsail and AWS SES - Familiarity with Windows operating system No need to configure mysql. because it is already done.

I need a professional to troubleshoot and fix a minor issue with my company’s Gmail email and domain. Although the domain is set up correctly, I'm currently unable to receive any emails. Key Tasks: - Diagnose and resolve the issue promptly. - Check and configure DNS settings (e.g., MX records) and any other related configurations. Please provide your relevant experience and an estimated time to resolve the issue. Thank you! The issue needs to be resolved within 24 hours.

...including OpenAI and Power BI - Ensure seamless hosting on platforms like Heroku or AWS Ideal Skills and Experience: - Proficient in Python and relevant libraries such as streamlit, pandas, openpyxl, python-docx, matplotlib - Familiar with AI/ML tools and APIs like OpenAI GPT - Experienced in web application development using technologies like Streamlit, Flask or Django - Full-Stack Development expertise with a focus on both frontend and backend - Development of interactive and responsive frontend using frameworks like React, Vue.js or Angular - Strong backend development skills for server-side application logic - Proven experience in API integrations - Adept at hosting web applications on platforms like Heroku or AWS Please note that while you will not be required to de...

I'm looking for a skilled professional who can build a cloud forensic simulation project using AWS, with a specific focus on log analysis. The project will involve analyzing various log sources, including application logs, system logs, and network logs, with a requirement for in-depth analysis. Key aspects of the project: - Building a cloud forensic simulation on AWS with real time monitoring - Focusing on log analysis and penetration - Analyzing application, system, and network logs - Conducting in-depth log analysis Ideal skills and experience for the job: - Extensive experience with AWS - Strong background in cloud forensics - Proficient in log analysis - Experience with application, system, and network logs - Capable of conducting in-depth analyses.

I'm looking for an expert to help me size my cloud infrastructure on AWS. The primary services I plan to use are EC2 and S3, along with RDS and DynamoDB. Ideal Skills: - Extensive experience with AWS - Proficient in sizing cloud infrastructures - Knowledgeable in EC2, S3, RDS, and DynamoDB - Excellent analytical skills - Good understanding of cost management in cloud services

We have a website and we want to migrate to Laravel, but using statamic as base cms. To show locations and make reservations, our api will be used. We need to use the multisite feature of statamic to show same content but for 4 brands. Multilanguage is mandatory as in current website. Will be 5 milestones: 1) Install Laravel + statamic in AWS (via github an Vapor, we will help with that) 2) Create website structure and replicate current content, as is. 3) Create the connection to import locations, car types and extras. 4) Create the booking procedure with same steps as current website. 5) Create client features as modify booking, cancel booking, pay bookings via statamic payment addon. Even we preffer to use Statamic, we are open to freelancer’s suggestions about use another

I'm looking for a professional to develop a customer engagement strategy focused on retaining our existing loyal customers and reaching out to those at risk of leaving. The main component of this strategy will be a series of au...retaining our existing loyal customers and reaching out to those at risk of leaving. The main component of this strategy will be a series of automated emails. Specifically, I want to incorporate re-engagement campaigns and loyalty rewards into our email strategy. Key requirements: - Expertise in creating customer engagement strategies - Experience with email marketing and automation - Knowledge of customer retention tactics - Proven track record of improving customer retention through strategic email campaigns We prefer to use Mailc...

...query page. 2. Backend Suggested technology: Node.js, Django, or Ruby on Rails. Database: MySQL or PostgreSQL. RESTful APIs: For communication between frontend and backend. Security:Authentication using JWT (JSON Web Tokens). Roles and permissions for various user types. 3. Hosting and Scalability Infrastructure: AWS, Google Cloud, or Microsoft Azure. Storage: Cloud-based storage for sensitive data. SSL Certificates: To ensure secure data exchange. 4. Additional Modules Email notifications: Registration confirmation. Profile approval. Updates to pet profiles. Deliverables Fully functional web platform: Veterinary clinic dashboard. Administrative dashboard. Public chip lookup page. Technical documentation: User manual. Technical manual for maintenance. Source code with d...

I need help sending a one-time, HTML with images, informative newsletter from my e-mail address. Key Requirements: - Use of provided Excel file with thousands of e-mail addresses. - Design and send the newsletter without causing a ban on my e-mail. - Ensure confidentiality of the recipients and the content. Ideal Skills and Experience: - Proven experience with e-mail marketing. - Understanding of HTML and e-mail design. - Strong commitment to maintaining confidentiality and preventing spam. The goal is to reach a vast audience with an engaging, well-designed newsletter.

I'm seeking a live session tutorial who can guide me through my React framework code which includes 2FA authentication and encryption. I need a comprehensive tutorial on all aspects of the code, the AWS services used for the website server, and the MongoDB database. Key Requirements: - Fluent Arabic speaker - Extensive knowledge of the React framework - Experience with 2FA authentication and encryption - Proficient in AWS services (particularly EC2, S3, and Lambda) - Skilled in MongoDB usage - Able to provide live tutorial sessions in an engaging manner

...looking for a detail-oriented freelancer to help us collect key contact information from a list of websites. The task involves: Visiting each website from the provided list. Identifying and collecting the email addresses of key staff (e.g., management, decision-makers, etc.). Filling out a spreadsheet with the following details: Company Name Country Email Address Telephone Number Any Other Relevant Information Requirements: Strong attention to detail. Experience in online research and data entry. Ability to find accurate and relevant contact information. Familiarity with tools for email extraction (if needed). Deliverables: A completed spreadsheet with accurate and verified data. Timeline: Please indicate your availability and estimated completion time when apply...

I'm looking for an expert in email list acquisition to help me source a targeted consumer email list, specifically tailored to a certain income level and age group. Key Requirements: - The email list should be composed primarily of individuals aged 40-65. - The target demographic is a specific income level. - The freelancer should have proven experience in sourcing such targeted email lists. Ideal Skills: - Data mining - Market research - Email marketing expertise The goal of this project is to increase the effectiveness of my marketing efforts by reaching out to a specifically targeted group of consumers. Please include any relevant past experience in your proposal.

Descrição: Requisitos para Desenvolvimento do Portal de Relacionamento com o Cliente 1. Tecnologias Utilizadas • Frontend: Angular • Backend: Node.js • Banco de Dados: PostgreSQL • Outros: Sistema responsivo, compatível com dispositivos móveis e desktops. 2. Funcionalidades do Portal (Cliente) 2.1. Catálogo de Produtos...às funcionalidades principais. 5. Requisitos Técnicos Adicionais • Autenticação e Controle de Acesso ◦ Páginas protegidas acessíveis apenas por usuários autenticados. ◦ Níveis de acesso: público, consultoras, representantes e administradores. • Armazenamento ◦ Utilização de um sistema...

I am facing an issue with my website's forms not sending emails. The site is built on Wordpress, and I am using SMTP as my email service provider. I need an expert PHP backend developer to help troubleshoot and fix this issue so that the forms can deliver emails to the correct addresses consistently. Your expertise in PHP and experience dealing with SMTP will be crucial in resolving this problem swiftly. Looking forward to your proposals.

I am running a content business where I help my clients get views and leads for their business. I am looking to exponentially scale my business with the help of organic outbound email marketing campaigns. You will be required to find leads and reach them and get calls booked for my agency. I have massive social proof across various social media platforms. Can you help me do that?

Designing and architecting scalable, reliable, and high-performance enterprise applications utilizing .NET Core and MVC frameworks. Implementing and advoc...development solutions. Deep understanding and practical application of various design patterns and principal in real-world scenarios. Extensive experience developing enterprise applications using .NET Core, MVC, and related technologies. Proficiency in working with MS SQL, PostgreSQL, and NoSQL databases. Strong command of front-end technologies, including Angular and React. Experience wth CI/CD, Devops, AWS/Azure Hands-on experience with electronic trading platforms Exceptional problem-solving abilities and adept at both independent work and teamwork. Excellent communication skills for effective interaction with clients and tea...

I'm in need of a skilled professional primarily focused on descriptive data analysis and providing email support to our customers. Key Responsibilities: - Conducting descriptive data analysis to derive insights and trends - Responding to customer inquiries via email in a timely and professional manner Ideal Skills: - Proficiency in data analysis tools and techniques - Excellent written communication skills in English - Prior experience in customer support, particularly via email Experience: - Minimum 4 years in an administrative role - Prior experience in customer support and data analysis preferred - Knowledge of Indonesian market a plus as I am based here I look forward to discussing this opportunity with you. Please feel free to reach out to me.

...comprehensive Video Management Software (VMS) on AWS Cloud or backward engineer an existing one. This software needs to harness various AI tools for in-depth video analytics. Key Requirements: - The VMS should facilitate video storage, retrieval, and processing. - It must be capable of integrating AI tools for: - Object and facial recognition - Motion detection and tracking - Sentiment and behavior analysis - AI analytics for vehicles, people, and animals - Loitering detection - Color search - Additional features for AI analytics should include: - Vehicle and people detection - Loitering detection - Color search - Gun Detection - Detection of slips, trips, and falls Ideal Skills and Experience: - Proven expertise in AWS Cloud - Extensive experience ...

I'm seeking an experienced mobile app developer to create a movie rental application that operates on both i...be able to browse movie even without an internet connection. Ideal Skills and Experience: - Minimum of 2+ years of professional mobile app development experience. - Proven track record of launching and maintaining successful mobile apps (iOS/Android). Backend Knowledge (Optional): - Familiarity with backend technologies like Node.js, Laravel on Rails is a plus. - Experience with cloud services (AWS, Google Cloud, Firebase) for app hosting, data storage, or user authentication. Please refer to the following applications for a point of reference: (Same like this) - -

...have significant experience with video streaming protocols and cloud services, particularly AWS. Key Responsibilities: * Develop an OTT video streaming platform using Golang. * Implement support for video streaming protocols: HLS, DASH, RTMP. * Use VP9 for video encoding/decoding. * Design and develop RESTful APIs. * Handle database management with PostgreSQL and MongoDB. * Ensure scalability for global audiences through CDN integration. * Incorporate Digital Rights Management (DRM) systems as needed. Skills and Experience: * 4+ years of hands-on experience with Golang. * Strong understanding of video streaming protocols and encoding standards. * Familiarity with cloud platforms, particularly AWS. * Previous experience in building or maintaining OTT platforms. If you ...

I'm looking for a freelancer who can collect email addresses from advertising departments of news websites across North America, Europe, and Asia. I will provide you with the websites, you need to open the websites one-by-one. The websites will be on different languages, but it is quite easy to find the Contact subpages. I just need the contact emails in a shared Google doc. Please bid for 200 websites, since the first task will be about 200 websites. If it is successful, there will be a few thousends of websites with the same rate you provide for the first 200. Please apply with this sentence: "I bid XY for 200 websites." where XY is the amount. Other applications will be rejected automatically.

Aus Vorhandenen Auftragsbestätigungen eine Exelliste mit - Namen - Adresse - Kategorie (Privatkunden, Verwaltungen, Vermieter) - Auftrag - Email - Telefonnummer - Sonstiges Ca. 6000 Cases Beispiel Auftragsbestätigung im Anhang zu finden

I'm seeking a seasoned Azure Technical Instructor to conduct online training sessions. The ideal candidate must possess deep knowledge and experience in the following areas: - Azure DevOps - Azure AI and Machine Learning - Azure Security features - Linux - AWS - Cloud - General Azure The instructor will need to cover both foundational and advanced topics in these areas, with a particular focus on Azure DevOps, Azure Security features, and Cloud. The position is for long-term, so a commitment to providing consistent and high-quality training is essential. Skills and experience necessary for this role include: - Extensive knowledge of Azure and related technologies - Prior experience as an instructor or trainer - Strong communication and teaching skills - Ability to engage an...

I'm experiencing an email delivery failure on Yahoo account via SMTP. Other emails are sent without delay except Yahoo email. The error message on SMTP service provider says : "Messages from [ip address of smtp service provider] temporarily deferred due to unexpected volume or user complaints - 4.16.55.1; see " SMTP service provider is smtp2go. This issue is mainly due for yahoo email. Other emails like gmail etc. are receiving email. Maybe SPF records need to be checked, and also for DKIM signing or update the SMTP service provider. Skills and Experience: - Expertise in troubleshooting SMTP issues. - Proficiency in resolving email delivery failures. - Familiarity with SPF, DKIM, AWS, BIMI & DMARC. - Good understanding of p...

I'm in need of a comprehensive database of email addresses of hairdressers in Romania. The data should be sourced through web scraping from business directories. It is crucial that the person I hire for this project is Romanian and has a clear understanding of where to look for this data. The email addresses database should be delivered in an Excel spreadsheet. Skills and Experience: - Proven experience in web scraping - Deep knowledge of Romanian business directories If you ask for a fix price, estimate the number of emails that you can get.

I'm looking for a proficient developer to create a app akin to , using React Native. The core of this project revolves around building an interactive questing platform, hence the need for engaging quest cards. Key Featu...project is a mobile app. The platform should have a game-like and adventurous design style to enhance user engagement. The reward system will be based on accumulating points and earning badges. The backend infrastructure should be cloud-based to ensure scalability and reliability. The reward system will be based on accumulating points for completing quests. The backend infrastructure should utilize AWS for cloud services. Quests should be simple and straightforward for easier completion and user satisfaction. The platform will be developed in a single languag...

I am looking for an email marketing expert; We want to send about 800k to 1million email. The addresses are not verified, we might need the template as well. Please note: This project is for professionals with proven experience in email marketing. If you lack relevant expertise, kindly refrain from bidding.

USA (2000 verified data) and Northern Ireland (500 verified data) of Founders and decision-makers in healthcare, wellness, renewable energy, and food industries. No finance or HR profile. Data Accuracy: The data should be up-to-date, verified, and have a minimum of 95% accuracy. Compliance: All data must comply with GDPR and email marketing laws.

seeking a high-quality and accurate email list of real estate agents and solar energy professionals located within the United States. The list must be recent and up-to-date, containing verified information to ensure its reliability. Requirements: The list should include the following details for each contact: Full Name Email Address Phone Number City and State of operation Preference will be given to data that is segmented by profession (real estate agents vs. solar professionals) and organized for easy use. Only include legitimate, active professionals in these industries. Accuracy is critical. We expect the information to be verified and free of outdated or incorrect data. Additional Information: We plan to use this list for professional outreach and marketing purpose...

I'm looking for a dedicated customer support professional to assist with responding to customer inquiries via email. The ideal candidate should be able to convey a friendly and casual tone while maintaining professionalism, as our brand's voice is approachable and warm. Key Responsibilities: - Respond to customer inquiries promptly and positively. - Maintain a friendly and casual tone in all communications. - Uphold the company's values and customer service standards. Skills & Experience: - Prior experience in customer support, particularly via email. - Excellent written communication skills. - Ability to convey a friendly and casual tone in writing. - Experience with customer service software is a plus. ----- Need also to try and get good reviews for o...

I'm in need of an Angular expert to help build a new web application. This project will be conducted on an hourly basis. Core Responsibilities: - Develop a web application using Angular - Implement an image display feature on the screen Ideal Skills: - Proficiency in Angular - Experience in developing web applications - Familiarity with AWS for deployment and hosting This is a fantastic opportunity for a skilled developer to work on a cutting-edge project. Looking forward to your proposals!

I'm looking to build a targeted B2B email list for direct marketing. The focus industries are real estate, conveyancer, and solicitor in the Illawarra and Shoalhaven regions of NSW Requirements: - Compile an email list of businesses and contacts within the specified industries. - The list should only include Business name, location (suburb) and email addresses. Ideal Skills: - Experience in data collection and market research. - Familiarity with the real estate, conveyancer, and solicitor industries. - Proficient use of tools for email list generation and validation.

We’re looking for a Full-Stack Web Developer to join our team! If you’re skilled in AWS, Node.js, and React and are ready to work full-time, we want to hear from you. ? Work Hours: Monday to Friday, 6:00 AM to 3:00 PM ? Role: Full-Stack Web Developer (AWS, Node.js, React) What We're Looking For: Proficiency in AWS for cloud management and deployment. Strong skills in Node.js for back-end development. Expertise in React for front-end development. Ability to manage end-to-end development of web applications. Problem-solving mindset and a passion for technology. send your portfolio and resume

...Multi-language support and region-specific optimizations.   - AR/VR previews for interactive asset visualization.   - Future-proof integration of Web3 technologies (blockchain licensing, tokenized assets).   --- ### **Requirements**:   - Proven experience with **Laravel** (or similar backend frameworks).   - Expertise in **React.js** (or comparable frontend frameworks).   - Strong understanding of **AWS**, **Cloudflare**, or similar for storage and CDN.   - Experience with **AI/ML tools** for personalization and tagging.   - Familiarity with **multi-language localization** and scalable architectures.   - Knowledge of performance optimization techniques (caching, indexing, etc.).  ...

I'm experiencing an email delivery failure on my Yahoo account via SMTP. The emails are sent but with delay. The error message on SMTP service provider says : Messages from temporarily deferred due to unexpected volume or user complaints - 4.16.55.1; see I am using AWS server and domain is at GoDaddy. SMTP service provider is smtp2go. This issue is mainly due for yahoo email. Other emails like gmail etc. are receiving email. Maybe SPF records need to be checked, and also for DKIM signing. Skills and Experience: - Expertise in troubleshooting SMTP issues. - Proficiency in resolving email delivery failures. - Familiarity with SPF, DKIM, AWS, BIMI & DMARC. - Good understanding of potential error messages and their solutions.

I'm experiencing an email delivery failure on my Yahoo account via SMTP. The emails are sent but with delay. The error message on SMTP service provider says : Messages from temporarily deferred due to unexpected volume or user complaints - 4.16.55.1; see I am using AWS server and domain is at GoDaddy. SMTP service provider is smtp2go. This issue is mainly due for yahoo email. Other emails like gmail etc. are receiving email. Maybe SPF records need to be checked, and also for DKIM signing. Skills and Experience: - Expertise in troubleshooting SMTP issues. - Proficiency in resolving email delivery failures. - Familiarity with SPF, DKIM, AWS, BIMI & DMARC. - Good understanding of potential error messages and their solutions.

I am looking for a seasoned ...responsibility would be to understand the task/requirement, and, with your expertise, provide guidance on best practices/approaches, and ensure tasks are handled effectively. Key Responsibilities: 1. Participate in daily meetings to discuss and solve full-stack tasks. 2. Provide guidance on best practices and approaches. 3. Manage task delivery and oversee their completion. Technologies in Use: #Major: - AWS (specifically CDK with TypeScript, CloudFormation, EC2, S3, Lambda) - Mulesoft AnyPoint platform for API development - Vue.js - Unit Testing and other testing framework - Agile Ceremonies #Preferable: - Snowflake - Java, Spring Boot - CI/CD pipelines - Docker - Apache Kafka Compensation: $400 per month for 2 hours of work per day, Monday throu...

...Management Application We have a queue management application built with Laravel, running on Octane, and deployed on AWS. We're seeking an expert in Laravel and Octane to collaborate with our development team as a consultant. Scope of Work: Code & Architecture Review: Analyze the application flow and architecture. Identify potential bottlenecks and issues in the codebase. Recommend best practices for performance optimization. Scalability Recommendations: Provide actionable insights to ensure the application supports 75,000 users per minute. Advise on architecture enhancements for compatibility with multiple web servers to handle high traffic. AWS Optimization: Recommend AWS configurations to maximize scalability and performance. Expectations: Expe...

...Management Application We have a queue management application built with Laravel, running on Octane, and deployed on AWS. We're seeking an expert in Laravel and Octane to collaborate with our development team as a consultant. Scope of Work: Code & Architecture Review: Analyze the application flow and architecture. Identify potential bottlenecks and issues in the codebase. Recommend best practices for performance optimization. Scalability Recommendations: Provide actionable insights to ensure the application supports 75,000 users per minute. Advise on architecture enhancements for compatibility with multiple web servers to handle high traffic. AWS Optimization: Recommend AWS configurations to maximize scalability and performance. Expectations: Expe...

I need a simple system that sends email notifications when a user-inputted ARRIVAL time field has elapsed. I'm using WPForms. I am developing a Journey Management Plan Form for drivers to document their journey with some basic information. But if they don't close out a trip upon ARRIVAL, a reminder email gets sent to a designated email address. Key Requirements: - Email notifications should be categorized as a reminder. - The system should be triggered by the user's time field input. - Experience with time-triggered events within WP forms - Knowledge of CRON

Build Dating Email List using your preferred technique i need for a particular city, ages 20-35

I'm looking for a seasoned chatbot developer to create a comprehensive health chatbot via Botpress. This bot will manage text and voice interactions, compile summarized and anonymized consultation reports, and dispatch these to doctors after payment via Stripe. Compliance with GDPR is non-negotiable. The bot must also incorporate secure email communication through SMTP. Key Features: - A Botpress chatbot with adjustable conversation paths. - Voice input/output functionality. - Stripe for handling payment transactions. - Emailing of summarized consultation reports. - Full compliance with GDPR and data anonymization. - Integration with OpenAI Whisper for Speech-to-Text and Google for Text-to-Speech. Functional Requirements Chatbot Core Features Support for text and voice inter...

I am looking for a skilled email marketer to help me reach my sales goals through targeted promotional emails. Responsibilities: - Develop and implement email marketing campaigns focused on promotional offers - Design engaging and persuasive email content to generate sales Ideal Skills: - Proven experience in email marketing, particularly in creating promotional campaigns - Excellent copywriting and content creation skills - Proficiency in using email marketing software I need someone who can help me grow my small business through effective email marketing. If you have a track record of driving sales through email campaigns, I'd love to hear from you. The primary goal of this email marketing campaign is to increase sales. Th...

...manage clients and their data, as well as an email notification system to send daily reports to clients. Key Features Required 1. Customizable AI Agents: * Create and configure AI agents with specific prompts. * Memory to retain past interactions with clients. * Assign AI agents to specific clients. 2. Call Management: * Use Twilio to handle incoming and outgoing calls. * Record audio and transcribe conversations. * Automatically summarize each call. * Enable call transfers (to a human or another agent). 3. Integrated CRM: * Manage clients (add, edit, delete). * Track client interactions (calls, appointments, etc.). * Provide reports and statistics per client. 4. Email Notifications: * Automatically send daily cust...

...Feature Engineering: Create relevant features like time of day, day of week, weather conditions, and distance from the user's location. 2. Model Building and DeploymentModel Selection: Choose a suitable model (e.g., Random Forest, XGBoost) based on data characteristics and prediction Training: Train the model on historical and real-time Deployment: Deploy the trained model to AWS SageMaker for real-time inference. 3. Backend API Development (Java)API Framework: Use Spring Boot to create REST Endpoints:/predict: Takes user location and returns a list of recommended gas stations with prices./stations: Returns a list of gas stations within a specific Integration: Integrate the deployed SageMaker model into the Fetching: Use GasBuddy API to fetch