Aws data pipeline deprecationроботи

Доброго дня! Шукаю в команду професійного Full Stack Node.js розробника з досвідом розгортання та роботи AWS Сервісів. Так, цікавить безпосередньо розробник, а не IT-агентство. Для нас важливим є як професійні навички по розробці NodeJS сайтів, досвід з розгортанням AWS сервісів (вказані нижче в Стеку технологій) а також комунікація із вами. Тобто в своїй команді ми бачимо відповідальну, достатньо комунікабельну та професійну людину, яка захоплюється тим що робить. Любить складні та цікаві проєкти, та може запропонувати оптимальні рішення для реалізації складних задач. Наша команда: У нас зараз невелика команда, з досить широким досвідом розробки та аналітики даних. Саме над цим проєктом у нас є Дизайнери, Розробник картографії на MapBox, Архітектор БД, Javascript-програміс...

Потрібен DevOps - розгортання serverless додатків на AWS Lambda ========================= Доброго дня, Ми шукаємо DevOps для виконання деяких задач в одному з проектів, де потрібні грунтовні знання розгортання serverless додатків на AWS Lambda. Опис задачі надішлемо Вам в приватному повідомлення, якщо Ви підтвердите свою зацікавленість в даному проекті та можливість виконати описані задачі на протязі наступного періоду 14/05/2022 - 21/05/2022. Слава Україні! =========================

Доброго дня, Ми шукаємо DevOps для виконання деяких задач в одному з проектів, де потрібні грунтовні знання розгортання serverless додатків на AWS Lambda. Опис задачі надішлемо Вам в приватному повідомлення, якщо Ви підтвердите свою зацікавленість в даному проекті та можливість виконати описані задачі на протязі наступного періоду 14/05/2022 - 21/05/2022. Слава Україні!

Доброго дня, Ми шукаємо DevOps для виконання деяких задач в одному з проектів, де потрібні грунтовні знання розгортання serverless додатків на AWS Lambda. Опис задачі надішлемо Вам в приватному повідомлення, якщо Ви підтвердите свою зацікавленість в даному проекті та можливість виконати описані задачі на протязі наступного періоду 14/05/2022 - 21/05/2022. Слава Україні!

Доброго дня, Ми шукаємо DevOps для виконання деяких задач в одному з проектів, де потрібні грунтовні знання розгортання serverless додатків на AWS Lambda. Опис задачі надішлемо Вам в приватному повідомлення, якщо Ви підтвердите свою зацікавленість в даному проекті та можливість виконати описані задачі на протязі наступного періоду 14/05/2022 - 21/05/2022. Слава Україні!

Доброго дня, Ми шукаємо DevOps для виконання деяких задач в одному з проектів, де потрібні грунтовні знання розгортання serverless додатків на AWS Lambda. Опис задачі надішлемо Вам в приватному повідомлення, якщо Ви підтвердите свою зацікавленість в даному проекті та можливість виконати описані задачі на протязі наступного періоду 14/05/2022 - 21/05/2022. Слава Україні!

Доброго дня, Ми шукаємо DevOps для виконання деяких задач в одному з проектів, де потрібні грунтовні знання розгортання serverless додатків на AWS Lambda. Опис задачі надішлемо Вам в приватному повідомлення, якщо Ви підтвердите свою зацікавленість в даному проекті та можливість виконати описані задачі на протязі наступного періоду 14/05/2022 - 21/05/2022. Слава Україні!

Доброго дня, Ми шукаємо DevOps для виконання деяких задач в одному з проектів, де потрібні грунтовні знання розгортання serverless додатків на AWS Lambda. Опис задачі надішлемо Вам в приватному повідомлення, якщо Ви підтвердите свою зацікавленість в даному проекті та можливість виконати описані задачі на протязі наступного періоду 14/05/2022 - 21/05/2022. Слава Україні!

Доброго дня, Ми шукаємо DevOps для виконання деяких задач в одному з проектів, де потрібні грунтовні знання розгортання serverless додатків на AWS Lambda. Опис задачі надішлемо Вам в приватному повідомлення, якщо Ви підтвердите свою зацікавленість в даному проекті та можливість виконати описані задачі на протязі наступного періоду 14/05/2022 - 21/05/2022. Слава Україні!

Проект є частиною Hardware MVP проекту. Проект вимагає створення мобільного додатку що буде працювати із AWS backend та із прістроєм користувача прі інсталяції та налаштуванні в локальній мережі. Додаток повинен мати дружний інтерфейс для шірокого кола користувачів і буті простим в сприйнятті. Але при цьому, додаток має відображати декілька діаграм та таблиць даних. Також, додаток має працювати з push повідомленнями. Потрібен нативний додаток, початково для iOS. Але можліво також викорістання Qt, тоді додаток одразу створюється для iOS та Android.

Привіт! Шукаю AWS розробника, яущо цікаво - розповім детальніше.

Проект є частиною Hardware MVP проекту. Проект вимагає створення Backend на AWS із викорістанням наступнних сервисів: IoT Core, Cognito, Lambda, RDS, SNS, ElastiCache, APIGateway. Backend буде пріймати поток даних з пристроїв користувачів, виконувати аналіз данних та ініціювати інформування користувачів через мобільний додаток (Notifications). Мобільний додаток також буде отримувати дані з backend для відображення користувачеві.

ONLY BID, IF YOU CAN START NOW. I'm looking for a skilled professional to set up my AWS on a Site-to-Site VPN connection. The primary purpose of this setup is to enable secure and reliable access to my EC2 instances. Key Requirements: - Expertise in AWS and Site-to-Site VPN configuration. - Ability to ensure secure data transfer and remote access to AWS resources. - Experience in accessing EC2 instances through a VPN. Please provide examples of similar projects you've completed.

I have an existing project on AWS and require an expert to assist with troubleshooting and support. Key Responsibilities: - Addressing any issues that may arise with EC2, S3, and Lambda - Ensuring optimal performance and reliability of the system Ideal Skills and Experience: - Extensive experience with AWS services, particularly EC2, S3, and Lambda - Proficient in troubleshooting and providing necessary support - Strong problem-solving skills and ability to work under pressure

...web-builder functionalities within the application. Enhance and manage S3 and cold storage solutions for efficient data management and delivery. Maintain and expand QuickBooks extensions for financial tracking and management. Work with Google Service Accounts for transaction processing and organizational management. Design and refine RESTful API interactions for seamless backend communication. Collaborate with the backend team to optimize Node.js/Nest.js APIs effectively. Ensure high performance, security, and reliability in all aspects of development. Qualifications: Proficiency in Flutter & Dart programming. Experience in subscription-based models and payment gateway integrations. Strong understandi...

I'm looking for a skilled professional to set up my AWS on a Site-to-Site VPN connection. The primary purpose of this setup is to enable secure and reliable access to my EC2 instances. Key Requirements: - Expertise in AWS and Site-to-Site VPN configuration. - Ability to ensure secure data transfer and remote access to AWS resources. - Experience in accessing EC2 instances through a VPN. Please provide examples of similar projects you've completed.

We are looking for an expert in AI document processing using AWS Textract and Bedrock / SageMaker. Your role will involve: We need to extract data from multi-page documents using AWS Textract and AWS Bedrock/Sage Maker. The document contains details for multiple persons e.g. their IDs, Partial Name (First Name Initial and Last Name), company name, and activity figures under different sections. We need to extract each individual and match them with a set of valid persons in our database/dataset based on their company name, ID and partial names and then club them together to create a data extract with relevant details for each individual. Key Requirements: - Extract information for each individual from activity statement - Find/match with valid persons i...

Будь ласка, зареєструйтесь або увійдіть в систему для перегляду деталей.

I'm looking to build an AI voice bot with AWS Bedrock. The primary task of this bot is to perform auto triaging of customer and technical support inquiries over phone calls. It will also help to book appointment. Key Requirements: - The bot should be able to handle both customer support and technical support inquiries. - It needs to communicate effectively in English, Chinese, and Malay. - Experience with AWS Bedrock is a must. - Prior experience in creating voice bots for phone calls is highly preferred. - Understanding of AI and machine learning principles will be an added advantage. This is meant to be a prototype and two weeks project. Your expertise in these areas will ensure the successful delivery of this project. Looking forward to your proposal. Price is f...

We're seeking a skilled professional to enhance our site and servers' resilience. We operate primarily in the Information and Communication/SIP services sector and need a load balancer that does not rely on a single data centre. Key Requirements: - Expertise in Asterisk and Kamailio - Proficiency in various load balancing solutions (HAProxy, NGINX, AWS Application Load Balancer) - Strong skills in improving Scalability, Redundancy, and Failover capabilities Our current setup requires significant upgrades in all aforementioned aspects. We are open to suggestions regarding the most suitable load balancing solution. Ideal candidates should have hands-on experience in this field, with a solid track record of creating robust, scalable, and resilient server setups. Y...

I'm looking for an expert who can help me create a productized version of an AWS Landing Zone from scratch. This setup will utilize AWS Control Tower, AWS Config, AWS Service Control Policies, and AWS IAM, with integration to Azure AD. Key Expectations: - Comprehensive setup of AWS Landing Zone using AWS Organization, Control Tower with a focus on Security and Access Management. - Use of AWS Config, Service Control Policies, and Boundary permissions, with good examples demonstrating their functionality. - Clear, understandable guidance on the infrastructure cost, which I will cover on top of your man hours. - Ideally, you should have a solid understanding of AWS and Azure, with proven experience in setting up and managing...

I have several scripts written in Python within Jupyter notebooks. These scripts primarily handle data preprocessing and utilize libraries such as Pandas and Numpy. What I need is for these codes to be organized into a modular, functionalized pipeline with a proper folder structure. Ideal Skills: - Proficient in Python, particularly in data preprocessing - Experienced with Jupyter notebooks - Well-versed in libraries like Pandas and Numpy - Knowledgeable about creating modular and functionalized code - Ability to establish a clean and logical folder structure The goal of this project is to enhance the code's usability and maintainability.

I'm looking for a skilled professional to set up my AWS on a Site-to-Site VPN connection. The primary purpose of this setup is to enable secure and reliable access to my EC2 instances. Key Requirements: - Expertise in AWS and Site-to-Site VPN configuration. - Ability to ensure secure data transfer and remote access to AWS resources. - Experience in accessing EC2 instances through a VPN. Please provide examples of similar projects you've completed.

Bachelor’s or master’s degree in computer science, Data Science, Statistics, or a related field. Must work in EST timezone and can work remotely Proven experience as a Data Scientist with a focus on Python programming. Strong understanding of computer vision and their implications on technology and business. Proficiency in machine learning libraries such as TensorFlow, PyTorch etc. Experience with data visualization tools. Excellent problem-solving skills and the ability to work independently as well as in a team. Strong communication skills with the ability to explain complex concepts to non-technical audiences. Experience with big data technologies such as Hadoop, Spark, or similar. Knowledge of cloud platforms like AWS, Google Cloud, or Az...

1. Overview Objective Develop a digital game based on Cognitive Behavio...animations and progress bars. Back-End (Logic & AI Integration) Node.js + Express (handling game logic and API endpoints). Firebase / PostgreSQL (for user data storage and tracking). WebSockets for real-time AI interaction. AI Model (Chatbot & Personalization) Custom fine-tuned LLM (hosted on AWS / Azure / Google Cloud AI). Vector Database (Weaviate or Pinecone) for memory retention. API Layer for chatbot conversations (GraphQL or REST). Adaptive learning algorithms for continuous user engagement. Cloud-Based Infrastructure AWS Lambda / Google Cloud Functions for scalable serverless computing. Cloud storage for AI updates and progress...

I'm looking for a skilled professional to set up my AWS on a Site-to-Site VPN connection. The primary purpose of this setup is to enable secure and reliable access to my EC2 instances. Key Requirements: - Expertise in AWS and Site-to-Site VPN configuration. - Ability to ensure secure data transfer and remote access to AWS resources. - Experience in accessing EC2 instances through a VPN. Please provide examples of similar projects you've completed.

I'm looking for a talented full stack developer or a team who can build a complete online platform for me. Key Requirements: - Front End: Built with React.js - Back End: Powered by Node.js - Database: Post...a talented full stack developer or a team who can build a complete online platform for me. Key Requirements: - Front End: Built with React.js - Back End: Powered by Node.js - Database: PostgreSQL - Hosting: Heroku - Payment Gateway: Stripe and PayPal for subscription payments Ideal Skills and Experience: - Proficiency in React.js and Node.js - Experience with PostgreSQL and Heroku or Verce or AWS - Knowledge of integrating payment gateways, particularly Stripe and PayPal - Prior experience in building an online platform Please provide examples of similar projects you ...

I am looking for an AWS professional to assist with my cloud hosting needs. My project is flexible and could involve working with various AWS services including EC2, S3, and RDS.

...Character Recognition (OCR) to extract and process text from images and scanned documents. The objective is to develop or integrate a solution that converts these files into structured data with high accuracy, specifically leveraging Google Document AI. Requirements: - Proven experience in developing OCR solutions, with a strong preference for expertise in Google Document AI. - Familiarity with OCR tools such as Tesseract, Google Vision, AWS Textract, ABBYY, or similar is a plus. - Proficiency in Python, OpenCV, TensorFlow, Pytesseract, or related technologies. - Ability to clean, enhance, and structure extracted data. - Experience in image processing and optimizing OCR accuracy. - Experience integrating OCR into web applications or automated systems. - Strong cod...

...maintaining scalable, data-intensive applications. Proven ability to lead and mentor teams while maintaining a hands-on approach. Strong collaboration and communication skills with a team-first mindset. Experience in 0-to-1 product development, solving complex challenges with innovative solutions. Highly organized, reliable, and committed to delivering high-impact solutions. Skill Set Required Technical Skills: Proficiency in JavaScript/TypeScript with expertise in frontend libraries like React/React Native. Strong experience with backend frameworks such as Node.js, , Nest.js. Solid understanding of GraphQL API design and development. Expertise in relational databases (PostgreSQL, MySQL) and familiarity with NoSQL databases (Redis, MongoDB, etc.). Experience working with AWS...

Description: We are looking for an e...API requests. Implement image upload functionality using Django’s file handling methods. Model Integration: Integrate the VGG16 model (pre-trained) to process the uploaded images and perform facial recognition. The model should return results in a JSON format (e.g., recognized identity or similarity score). Basic Storage: Temporarily store uploaded images in the server or use cloud storage (e.g., AWS S3). Security: Ensure that images are processed securely, and there is no unauthorized access to the uploaded files. Scope of Work: Frontend: A functional and simple interface for image upload and displaying results. Backend: Django REST API to process images, run facial recognition, and return results. No login or authentication required for...

I am looking for a skilled AWS expert to teach me how to deploy AI models on AWS. The ideal candidate should have: - Extensive experience with AWS and AI model deployment - Ability to explain complex concepts in a simple way - Patience and understanding for a beginner level student - Knowledge of various AI models and tools - Skills in optimizing performance of deployed models. how to deploy with auto scale for many request per minute . How to do so many requests from local computer ? with testing auto scale using external request aceptance i can do all myself on my aws account I do not provide you aws account you have 2 days

...integration with third-party providers. • Multi-signature wallets for fund security. 5. Payment & Exchange Integration • Fiat on/off ramps (Stripe, PayPal, Bank API). • DEX & CEX listing (Uniswap, Binance, Coinbase). Required Developer Skills • Solidity, , Hardhat/Truffle (Smart Contracts) • Node.js, Python (Backend Development) • React.js, (Frontend Development) • IPFS, AWS, Firebase (Decentralized Storage & Hosting) • Security Protocols & Smart Contract Auditing Next Steps for Development 1. Finalize Blockchain & Tech Stack Selection. 2. Develop & Test Smart Contracts in Testnet. 3. Audit & Fix Vulnerabilities. 4. Deploy on Mainnet & Integrate with Payment Systems. 5. Launch Marketing &...

Freelancer Task: Azure MS SQL Database & Data Pipeline Setup Project Scope The freelancer will deploy a cloud-based Microsoft Azure SQL Database, set up an automated data pipeline for Excel uploads, and provide a management interface for querying the data. Requirements 1. Azure SQL Database Setup Deploy an Azure SQL Database (PaaS) instance. Create three tables using data from provided Excel sheets. Define appropriate data types, constraints, and indexing for optimised performance. Provide SQL scripts for table creation and initial data import. 2. Azure Virtual Machine (VM) for Management Provision an Azure Virtual Machine (Windows-based) to serve as a management server. Install and configure Microsoft SQL Server Management Stud...

...gift for creating engaging content. Our audience are mostly business professionals, but the tone of voice needs to be casual but professional. Key Responsibilities: - Research ideas for upcoming social and website copies, and suggest new ideas - Write engaging, educational and relatable content aimed at business professionals in our field - Work with our team to manage the social and blog pipeline, as well as create complementary visuals - Create content suitable for a professional platform without losing the humorous touch (no design experience needed) - Regularly deliver fresh, engaging stories to keep the audience hooked Ideal Skills and Experience: - Native English speaker - Proven experience in creating viral 'short and snappy' content for social media - Str...

We want to setup the WP Mail SMTP at our wordpress website. Our email is from Godaddy platform, and the hosting is from AWS. We bought the WP Forms subscription for unlimited forms submissions.

I'm seeking a working with me remotly ( able go fast which i know what i want, i need developer making task, mountly salary either hours based) proficient developer or a team with exceptional skills in AWS DynamoDB, Python, HTML, and web development to create a B2B2C e-commerce platform. The primary goal of this site is to sell physical products. Key Requirements: - Experience with AWS DynamoDB is crucial for managing the database efficiently. - Strong skills in Python and HTML for backend and frontend development. - Proven track record in developing responsive e-commerce sites optimized for both desktop and mobile platforms. - Understanding of B2B2C e-commerce models. - Ability to create a seamless user interface catering to both businesses and consumers.

I need a machine learning expert with strong Python and statistical experience to develop and optimize prototype models. I have a basic pipeline that requires improvement in both architecture and model robustness. The models under consideration include deep learning (LSTM, GRU, CNN), classical models (ARIMA, XGBoost), and reinforcement learning (IRL-DRL). The implementation should be in Python using TensorFlow/PyTorch, Stable Baselines3, and other relevant libraries, following a modular structure. Please send a direct message with your experience and samples of similar work you have done with these models.

...agencies, compliance officers. ✅ Core Features – Influencer discovery, campaign management, analytics, payment processing, compliance automation. ✅ Basic API Research – Identified key integrations for TikTok, Instagram, Snapchat, Facebook, LinkedIn, Shopify, WooCommerce. ✅ Technology Stack (Preliminary) – React.js, Node.js, PostgreSQL, AWS Middle East, Oracle Cloud KSA, STC Cloud. ✅ Regulatory Considerations – VAT compliance (Saudi 15%, UAE 5%), PDPL (Saudi data protection law), GCAM licensing. ◉ What Needs to Be Completed We now need a Business Analyst to expand, refine, and structure this information into formal documentation suitable for developers. This includes: 1️⃣ Business Requirements Document (BRD) - Purpose: Clearly define business objec...

I'm looking for an expert in AWS and data processing to create an automated system for generating and sending extensive Excel reports based on credit card transactions data stored in an S3 datalake. Key Requirements: - Extract and process data using AWS Lambda - Generate 40 comprehensive reports on a weekly basis - Implement extensive data transformations and aggregations into the reports Ideal Skills: - Proficiency in AWS, particularly S3 and Lambda - Strong experience in data processing and transformation - Excellent skills in Excel - Prior experience in generating automated reports

...agencies, compliance officers. ✅ Core Features – Influencer discovery, campaign management, analytics, payment processing, compliance automation. ✅ Basic API Research – Identified key integrations for TikTok, Instagram, Snapchat, Facebook, LinkedIn, Shopify, WooCommerce. ✅ Technology Stack (Preliminary) – React.js, Node.js, PostgreSQL, AWS Middle East, Oracle Cloud KSA, STC Cloud. ✅ Regulatory Considerations – VAT compliance (Saudi 15%, UAE 5%), PDPL (Saudi data protection law), GCAM licensing. ? What Needs to Be Completed We now need a Business Analyst to expand, refine, and structure this information into formal documentation suitable for developers. This includes: 1️⃣ Business Requirements Document (BRD) ? Purpose: Clearly define business objec...

I'm seeking a proficient developer to create a robust Customer Relationship Management (CRM) system. The CRM should include: - Contact Management: Efficiently tracking and managing all customer interactions and data. - Sales Tracking: Monitoring sales performance, forecasting and pipeline management. - Email Marketing Integration: Seamlessly connecting with our email marketing initiatives. This system will primarily be used by our: - Sales Team: They will require tools for tracking prospects and managing sales pipelines. - Customer Support Team: They need to access customer history and manage support tickets. - Marketing Team: They will use the system for campaign management and tracking customer engagement. The ideal candidate will have: - Extensive experience in C...

...Deepgram TTS – AI-generated outbound call voice. ? Backend Development Python (FastAPI, Flask, or Django) for API development. Firebase/PostgreSQL for lead storage & authentication. Webhooks & API integrations (Claude API, Twilio API, Calendly API). ? Frontend & Dashboard React or for building an interactive lead management dashboard. Data visualization (charts, tables, lead progress tracking). ? DevOps & Cloud Hosting Deploy AI bot on AWS/GCP/Vercel/Firebase. Secure APIs with OAuth/Auth0....

ABOUT SITE Site 248 is a platform that connects streamers and content consumers, offering public and private rooms, as well as a photo and video gallery. LINKS TO VIDEOS PRESENTING THE CURRENT STAG...Perform load tests, checking performance with up to 10,000 simultaneous users. 9. Improve design and layout, fixing misaligned elements, margins, buttons, fonts, and visual inconsistencies. 10. Create two explanatory videos: one for the website and another for the control panel, presenting the entire project with voice narration. Note: It is essential that the team has experience and knowledge of AWS EC2 servers. ________________________________________ In your proposal, include links to completed projects so that we can browse and see the quality of design and programming.

I'm looking for a skilled professional to set up my AWS on a Site-to-Site VPN connection. The primary purpose of this setup is to enable secure and reliable access to my EC2 instances. Key Requirements: - Expertise in AWS and Site-to-Site VPN configuration. - Ability to ensure secure data transfer and remote access to AWS resources. - Experience in accessing EC2 instances through a VPN. Please provide examples of similar projects you've completed.

...Chatfuel, or Tidio. AI & NLP Models: GPT-based AI for intelligent responses. Database: Firebase, MySQL, or MongoDB to store conversation history. Hosting: Cloud-based hosting (AWS, Google Cloud, or Azure). APIs: Integration with existing business tools like Shopify, WhatsApp API, etc. Chatbot Flow & Logic: Greeting Message – Custom welcome message based on time of day. Customer Inquiry Detection – Understand customer intent (order tracking, returns, FAQs, etc.). Automated Response Generation – Provide instant responses or escalate to an agent. Live Agent Handoff – Seamless transfer to human support when needed. Data Collection & Analytics – Store user interactions for insights and improvements. Follow-up & Feedback C...

We have a store hosted on shopify. We received a message from Shopify indicating deprecation of the current Shopify Checkout API and need tp transition to the new Storefront Cart API or Checkout Sheet Kit. Need Shopify Expert to facilitate the migration.

We have developed a chatbot embedded in our website using the ChatGPT API. The chatbot is integrated with a CMS built on Laravel running on AWS Lightsail, and it uses MySQL for the database. Users can create an account, log in, register FAQs, and generate a JavaScript snippet to embed the chatbot on their own websites. Each user can train the chatbot with their own FAQ, allowing for customized chatbot experiences on different websites. Currently, the chatbot's response time is slow, taking about 3 seconds per response. We aim to improve the performance by implementing asynchronous processing and caching to reduce the response time and minimize the usage of ChatGPT tokens. Requirements: 1. **Asynchronous Processing**: - Convert MySQL database access and ChatGPT API reques...

...interviewer should have a deep understanding of .NET best practices, debugging, and troubleshooting, along with experience in: CI/CD Integration: Evaluating the candidate’s ability to integrate .NET applications into CI/CD pipelines using Azure DevOps, Jenkins, or GitHub Actions. Containerization & Cloud Deployment: Assessing experience with Docker, Kubernetes, and deployment on cloud platforms (Azure, AWS). Microservices & API Development: Evaluating expertise in RESTful APIs, gRPC, and service-oriented architecture. Skills Required: .NET Core / ASP.NET Core C# Entity Framework / Dapper SQL Server / PostgreSQL Windows & Linux Environments Microservices & Cloud Deployment CI/CD (Jenkins, Azure DevOps) Docker & Kubernetes This interview will strictly foc...

...Automation Framework Description: I am looking for an experienced AWS professional to set up an EC2 server and configure a custom Python-based automation framework that integrates with cloud services. The goal is to establish a fully operational cloud system capable of executing automation tasks after setup. Key Responsibilities: • Server Deployment: Set up an EC2 instance with proper configurations. • Security Configuration: Implement IAM for access control and security. • Software Installation: Install Python, required dependencies, and automation libraries. • Automation Framework Setup: Configure a Python-based system for data processing, system monitoring, and deployment automation. • Cloud Integration: Connect AWS services such ...