Aws ses software jobs

I'm seeking a consultant trainer who specializes in the Visma software, particularly the Visma e-accounting module. The trainer should be able to provide in-depth training on financial reporting within this module. Ideal Skills and Experience: - Extensive knowledge of Visma software according to Dutch system - Proven experience in financial reporting - Excellent training and consulting skills. DUTCH ACCOUNTANTS TO BID ONLY

We are looking for a skilled developer that can work with our product designer to create a sales tool that will assess user needs for software solutions through a questionnaire - basically one big form and data capture. The tool should effectively summarize responses and generate a report in PDF for user and XLS/CSV format to be emailed to the sales team. The tool needs to be able to be packaged and placed in other places... as a portable tool.

I'm in need of a professional resume writer who can craft compelling resumes for mid-level software development positions within the technology sector. Ideal Skills and Experience: - Proven experience in resume writing, particularly in the technology industry. - Deep understanding of software development roles and requirements. - Ability to highlight appropriate skills and experiences for mid-level professionals. - Excellent storytelling and persuasive writing skills to create engaging resumes.

Project Title: Advanced Telegram File ... 8. Security: Secure link generation to prevent unauthorized access. Optional: Add password protection for specific files. Technical Requirements: Use Python (preferred) with Telegram Bot API or a suitable framework like Pyrogram or Telethon. Database for storing file data, links, and user information (e.g., PostgreSQL, MySQL, or MongoDB). Hosting recommendation (e.g., VPS, Heroku, or AWS) to ensure scalability and reliability. Deliverables: 1. Fully functional bot with all features implemented. 2. Clear documentation for setting up, managing, and maintaining the bot. 3. Source code and database structure. If you have additional ideas or suggestions to improve the bot, feel free to include them in your proposal. and user...

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I am seeking an expert to develop an advanced SIEM (Security Information and Event Management) system for me. The system should encompass comprehensive functionalities such as threat detection and monitoring, incident response and management, and complianc...detection and monitoring, incident response and management, and compliance and reporting. Key Requirements: - Extensive experience in SIEM system development - Proficiency in threat detection and monitoring mechanisms - Expertise in incident response and management protocols - Knowledge of compliance and reporting measures - Familiarity with integrating SIEM systems with cloud services, specifically AWS and Azure - Ability to ensure the system enhances security monitoring, streamlines incident response, and ensures regulatory ...

My custom Google Feed XML link is currently deployed on a Vercel server, but I'm encountering limitations. I'm looking for an experienced professional who can move this to a more suitable hosting service where my Google Feed XML file can efficiently fetch data from Shopify. Ideal Skills & Experience: - Extensive knowledge in various hosting services like AWS, Google Cloud, and DigitalOcean. - Experience in handling Google Feed XML links. - Proficient in integrating with Shopify. - Understanding of server limitations and how to circumvent them. Please note, my budget is currently tight, but I'm looking for long-term collaboration. The specific limitations on the Vercel server have not been identified yet, and there are no specific server configurations required a...

...web platform. The platform will integrate advanced AI features to analyze user-uploaded content, automate processes, and provide seamless user interactions. Key Qualifications: Expertise in building dynamic web applications with drag-and-drop interfaces. Proficiency in AI/ML integration for file analysis and content automation. Experience with cloud storage and deployment technologies (e.g., AWS, GCP, Azure). Strong understanding of backend and frontend development, with a focus on security, scalability, and performance optimization. Familiarity with deploying and managing applications in containerized environments (e.g., Docker, Kubernetes). Knowledge of payment gateway integration and subscription-based systems. Ability to design and implement user-friendly dashboards...

Project Overview: We are seeking a talented freelance developer or development team to design and build a custom HR software solution tailored to our needs for payroll processing and attendance tracking. The solution will automate employee payroll, manage attendance, and generate reports for HR. We aim to build a secure, user-friendly, and scalable system that will improve the efficiency of our HR team and provide a smooth experience for employees. Project Requirements: Payroll Processing: Employee Salary Calculations: Automate the calculation of employee wages, tax deductions, overtime, bonuses, and any other variable payments. Pay Stub Generation: Create automated pay stubs for employees. Tax Calculations: Implement a feature for tax calculations based on regional tax laws. Payme...

Anurag is being hired to design and build with , Node, and Mongodb—additional tools such as Tailwind CSS, Typescript, etc. We'll use Github, Vercel, and AWS for hosting purposes. The project total is $1200 with milestone deposits of $250 every two weeks until completion. If the project is not completed by Anurag for any reason, he will provide a full refund of the entire project.

I need a skilled DevOps engineer to deploy my Springboot application on AWS ECS and set up a Jenkins CI/CD pipeline. The project needs to be completed within a day. Key Requirements: - Proficiency with AWS ECS - Strong experience with Jenkins - Familiarity with GitHub repositories - Expertise in deploying Springboot applications - Ability to deliver under tight deadlines Please note, the source code is hosted on GitHub. The selected freelancer will be expected to pull the latest version of the code and handle all aspects of the deployment and CI/CD setup.

We are seeking hi...PCL, Open3D). Expertise in deep learning frameworks such as TensorFlow or PyTorch and computer vision libraries like OpenCV. Proficiency in Python and C++. Experience with cloud computing platforms (e.g., AWS, GCP). Experience with GPU optimization techniques. Excellent communication, problem-solving, and teamwork skills. Bonus Points: Experience with sensor fusion algorithms and Kalman filtering. Experience with fine-tuning Large Vision Models Experience with embedding techniques and vector search algorithms for large-scale data analysis. Familiarity with the autonomous vehicle software stack and/or ROS (Robot Operating System). Contributions to open-source projects or publications in relevant conferences or journals. Experience with data annotation too...

I'm in need of an expert in AWS Cloud Maintenance and DevOps with substantial experience in managing AWS infrastructure. This project will primarily focus on maintaining our AWS infrastructure, which includes services like EC2, S3, Cloudwatch, IoT Core, Lambda, CDK, CodeDeploy, SQS, SES, SSO, and Amplify. Key Responsibilities: - Monitoring and Alerts Setup: I need someone who can set up a robust monitoring system that can alert us to any issues in real-time, ensuring minimal downtime and swift responses to problems as they arise. - Resource Optimization: As our usage of AWS services grows, it's crucial that we optimize our resources to keep costs manageable without sacrificing performance. - Security Audits: Security is paramount. Regular audi...

I'm in need of a professional to develop software that integrates my WordPress site with my CRM system. The primary objective of this project is to synchronize customer data, specifically contact information and customer interactions. Key Responsibilities: - Create a seamless integration between my WordPress site and my CRM. - Ensure comprehensive synchronization of customer data from WordPress to the CRM. Ideal Skills: - Proficiency in WordPress and CRM systems integration. - Experience in software development for data synchronization. I'm looking for a freelancer who can deliver a reliable and efficient solution to enhance my customer data management.

My 25-year-old accounting software, developed in MS Access, is facing a critical issue. It is not accepting dates beyond 31/03/2025 due to its original design. Unfortunately, we don't have access to the source code, and the original software vendor has discontinued support and sales. I need a skilled professional who can help me modify the existing software using an emulator or a suitable workaround to extend the date functionality. Ideal Skills: - Extensive experience with MS Access - Proficient in software modification and troubleshooting - Familiarity with emulators and workarounds Please note, we don't have access to the software's source code and the original vendor has ceased operations. Therefore, this project requires a resourceful and ...

I'm looking for a skilled PHP developer to customize my data entry software. You will need to add the following features: - User Authentication: Implement a simple login and password system to secure the software. - Data Import/Export: Enable the software to easily import and export data. Ideal candidates should have extensive experience with PHP and a solid understanding of software development. Previous work with data entry software is a plus. Please include examples of similar projects you've completed in your proposal.

...management. Store transaction data in the database. Admin Panel Development: Build an Admin Panel with role-based access to allow admins to manage users, view transactions, and handle system-related tasks. Based on the user's role, they will have access to different parts of the admin panel. Deployment setup: Provide deployment instructions for both backend and frontend (using services like Heroku, AWS, or DigitalOcean). Key Features to Implement: Single Login Page: Users will log in via a single page, and the backend will check their role after authentication. Based on their role, they will be redirected to the appropriate page. Super Admin: Redirected to full access dashboard with user and system management. Manager: Redirected to a dashboard with limited management access...

I'm looking for a professional to help me as i conduct an interview for a FAANG company. I will require live assistance during my interview focusing primarily on various data structures. Ideal candidate should: - Have extensive knowledge of Python and data structures including leetcode style questions including but not limited to Arrays and Linked Lists, Stacks and Queues, Trees and Graphs, dynamic programming, etc. Prior experience in technical recruiting or mentoring is a plus. If you have experience helping candidates pass interviews, or tried methods, i will pay a lot

I urgently need to purchase the Screenconnect remote software for remote support. This software will primarily be used on Windows and macOS operating systems. Key Requirements: - Immediate availability for purchase - One month suspension guarantee from the seller Please reach out to me immediately if you can assist with this urgent request. I'm ready to check and make payment immediately.

I am excited to apply for the Tech Resume Writer for Software Development project. 4 years of experience in professional resume writing and a strong understanding of the software development industry, I am confident in my ability to craft compelling, ATS-friendly resumes that highlight candidates’ technical skills and achievements.

Template should include: a. Metrics specific to project urgency and security requirements. b. Qualitative and quantitative evaluation methods. c. Adaptability to diverse team roles (e.g., developers, testers, project managers). d. Explain how each section of the template addresses unique challenges in cybersecurity projects. Please provide examples of similar projects you've completed.

...looking for a skilled software developer to create a comprehensive CTS Virtual Clearing Software for Windows. This software should cater primarily to bank staff and administrators, featuring core functionalities such as cheque scanning and processing, automated clearing and settlement, and reporting and analytics. Key Features: - Cheque Scanning and Processing: The software should be capable of efficiently scanning and processing cheques. - Automated Clearing and Settlement: I need a system that can automate the clearing and settlement process. - Reporting and Analytics: The software should have strong reporting and analytics capabilities. Ideal Skills and Experience: - Proficient in Windows software development - Experience in developing fin...

I'm in need of a talented graphic designer who can create branding graphics for a software platform. This includes designing user interface (UI) elements such as buttons and icons. Ideal skills and experience for the job: - Proven experience in graphic design, specifically for software platforms. - Strong portfolio featuring UI design, particularly buttons and icons. - Ability to create visually appealing and cohesive branding graphics. - Understanding of user experience (UX) principles in UI design. - Proficiency in design software such as Adobe Illustrator, Sketch, or Figma.

I have 3 years of se...appropriate algorithms, train and evaluate them, and tune the models for optimal performance. - Deployment: The final model needs to be deployed on AWS SageMaker. The data is currently housed in an SQL database and you would be required to access it directly. In terms of performance, I'm aiming for a balanced performance rather than high accuracy or speed. This means the model should perform well across different metrics, without overly focusing on one at the expense of others. Ideal skills for this project include: - Proficiency in data cleaning and preparation - Experience with machine learning and algorithm selection - Familiarity with AWS SageMaker - Ability to work with SQL databases - Understanding of the importance of balanced performanc...

Hi, I wanna build an auto login for a software that I use on my Windows laptop so when other people want to log in to the software with my login, they can do it. The app is called FDRS and IDS 2 apps and is used by the Ford car company. This software allows technicians to perform programming and diagnostic of Ford cars, but when trying to program a key to the car, you need Nastf credential to log in and do it otherwise, Ford won't allow it, and I have this login I have the username, but for the password, there is no password it uses OTP Token as password from Authy App, but a lot of people who are not in the united states doesn't have the login because they are in different country so I wanna create the system where this login will be auto for other people wh...

I'm looking for a dedicated, skilled software developer who is willing to volunteer their expertise to help create an impactful online school management system. Key Modules: - Student Information: This module will handle all data related to students, their enrollment, and academic progress. - Fee Management: A critical module for tracking and managing school fees and other financial transactions. - Attendance Tracking: This will monitor student attendance and participation. Technology Stack: The ideal candidate should have strong experience and proficiency with Python/Django, as this will be the primary technology used for this project. User Roles: The system needs to support various user roles including: - Students: They should be able to access their information and track...

I'm developing a cloud-based unified communication & collaboration platform aimed at the business sector. I need a market analysis to determine the potential size and scope of the market for this software product. - Ideal Skills: Market Research, Business Analysis, Software Product Expertise - Experience: Prior experience in analyzing software product markets, particularly in the business sector, is highly desirable.

We are developing a platform designed to optimize international transactions for businesses engaged in global trade. The platform will leverage advanced technologies to provide seamless solutions for managing operations, automating compliance, and facilitating secure exchanges. We are looking for skilled developers to create the core infras...Engineers UI/UX Designers Security Engineers Cloud Architects Compliance Engineers Data Engineers/Scientists QA Engineers Technologies: Frontend: React, Vue.js, Angular Backend: Node.js, Python, Ruby on Rails Blockchain: Ethereum, Hyperledger, Solidity, Smart Contracts AI/ML: TensorFlow, PyTorch, Scikit-Learn Databases: SQL/NoSQL (MySQL, PostgreSQL, MongoDB) Mobile: React Native, Swift, Kotlin Cloud: AWS, Azure, GCP DevOps: Docker, Kubernetes,...

Market AI education software. Only pay per performance Call to students, education teachers and give demo of Get 10 percent of sales and other referal income. At home , Flexible time, Calling, or marketing on social media to generate leads I'm seeking an experienced salesperson for cold calls and demo sessions for our cutting-edge education software, targeting online learning platforms. Key Features to Highlight: - User-friendly interface: This software is designed with usability in mind, ensuring accessibility for all users. - Interactive content delivery: Showcase how the software facilitates engaging, interactive learning experiences. - Analytics and reporting capabilities: Demonstrate the software's ability to track progress and deliver comp...

Looking for an experienced WordPress developer to optimize our existing website and make it lightweight, fast, and efficient. The site cur...WordPress development, including theme and plugin optimization. Familiarity with tools like Google PageSpeed Insights, GTmetrix, or Pingdom for performance testing. Ability to work with minimal supervision and deliver high-quality results. Preferred Skills: Experience with server-side optimizations (e.g., PHP, database queries). Familiarity with hosting environments like cPanel, Cloudflare, or AWS. Basic design knowledge to maintain aesthetics during optimization. Project Details: Website Type: WordPress-based Key Plugin: Slider Revolution Current Issues: Site is heavy and slow; performance needs improvement without sacrificing design or func...

...of the export, an example of the fileURL link: /api/2020-01/report_exports/(id).csv?signature=(signature) I'm making this listing because I can't seem to fix the problems I'm running into, the person who managed the original setup quit and isn't willing to help me. I was sent the files to get it all running again, but I can't seem to get them working. He didn't send credentials to just use the AWS that was working fine, instead he sent a 2.11GB MySQL data dump export, 2 Python Scripts, and 3 Tableau Workbook Files. I haven't been able to get the setup to work like it used to and keep getting errors. For example, the data on MySQL database & Tableau hasn't updated in months but the Report Export CSVs shows data from as recent as today,...

I'm in need of a software solution to manage my mobile devices, specifically smartphones and tablets. The software should be capable of handling device configuration, ensuring security management, and overseeing application installation. The software needs to be compatible with both iOS and Android operating systems. Ideal skills for this job include: - Experience in software development, particularly for mobile device management - Proficiency in developing for both iOS and Android - Strong understanding of device configuration, security management, and application installation Please provide your portfolio showcasing similar projects you've worked on.

...of the export, an example of the fileURL link: /api/2020-01/report_exports/(id).csv?signature=(signature) I'm making this listing because I can't seem to fix the problems I'm running into, the person who managed the original setup quit and isn't willing to help me. I was sent the files to get it all running again, but I can't seem to get them working. He didn't send credentials to just use the AWS that was working fine, instead he sent a 2.11GB MySQL data dump export, 2 Python Scripts, and 3 Tableau Workbook Files. I haven't been able to get the setup to work like it used to and keep getting errors. For example, the data on MySQL database & Tableau hasn't updated in months but the Report Export CSVs shows data from as recent as today,...

We are looking for a Data Scientist with expertise in AI and Machine Learning to develop a time series forecasting model. The project involves analyzing historical sales data using AWS and Snowflake. The ideal candidate should have strong skills in Python, machine learning, and predictive analytics. This is a short task estimated to take 1-2 hours. Please apply with your relevant experience and availability!

...Qualifications: 8+ years of hands-on experience in full-stack development using MEAN, MERN, MEVN, Node.js, or JavaScript Full Stack. Strong proficiency in JavaScript, TypeScript, front-end frameworks (React, Angular, or Vue.js), and back-end development with Node.js. Advanced knowledge of RESTful API design, microservices architecture, and database systems (SQL or NoSQL). Familiarity with cloud platforms (AWS, Azure, GCP), containerization (Docker, Kubernetes), and CI/CD pipelines. Experience as a technical panelist or evaluator for senior-level technical roles. Exceptional communication and analytical skills to identify and articulate candidates' strengths and weaknesses. If you are passionate about identifying top talent and have a strong technical foundation, this role o...

I'm looking for a skilled developer to create an automated software solution in Python for triangular arbitrage on the Binance cryptocurrency exchange. Key Requirements: - The software should efficiently identify and execute trades across optimal crypto pairs, capitalizing on price discrepancies. - It should be compatible with Windows. - It should feature real-time trade execution. Ideal Skills: - Experience in algorithmic trading. - Deep understanding of the Binance API. - Strong analytical skills. - Keen eye for market opportunities. If you are passionate about crypto trading and automation, I want to hear from you! [[ Price Negotiable ]]

...developer to create a versatile software for my computer repair shop. This software needs to operate seamlessly on both Windows 10 and 11, supporting both 32 and 64 bit systems. Key Software Features: - Streamlined repair tracking system: This is the most critical aspect of the software. - Comprehensive customer management: All customers should be managed using both their mobile number and email ID. - Efficient inventory control: Keeping track of the parts and equipment. - Appointment scheduling: An integrated calendar for scheduling repairs. - Real-time updates: For both repairs and appointments. - Secure payment options: Built-in payment system ensuring security. - Cloud Storage: To enable data accessibility across devices. Repair Tracking: The softw...

...mobile app, built with Node.js and MongoDB, hosted on AWS. The application is HIPAA compliant and currently undergoing manual QA, ready for launch. PREFERABLY USE OPEN SOURCE TOOLS TO KEEP MINIMALL BUDGET Key Requirements: - Implementing automated testing for both the web and mobile versions of the app. - Focusing on critical functionalities such as User Authentication, Data Encryption, and Payment Processing. - Incorporating all types of automated tests including Unit Tests, Integration Tests, and End-to-End Tests. Ideal Skills and Experience: - Proven expertise in QA automation, particularly with Flutter apps. - In-depth knowledge of Node.js and MongoDB. - Experience working with HIPAA compliant applications. - Familiarity with AWS hosting and manual QA processes. -...

I'm looking for a professional to create a promotional video for my new software. The primary purpose of this video will be to introduce the product to potential customers. Key Requirements: - Experience in creating professional-grade promotional videos. - Understanding of software product promotion. - Ability to convey information clearly and engagingly. - Skills in video editing and sound design. The final product should be suitable for a professional audience and reflect the quality of the software being presented. Please provide examples of your previous work in your proposal. Example

...are seeking a skilled software developer to create a credit rating software similar to CIBIL, using PHP or Java. Key Features: - Credit Scoring Module: The software must be capable of assessing and scoring creditworthiness. - User Authentication and Management: Robust user authentication and management systems are necessary to ensure secure access. - Reporting and Analytics: The software should have comprehensive reporting and analytics capabilities. - AI Integration: We are looking for innovative ways to incorporate AI into the software to enhance its capabilities. - Banking APIs: The software will require integration with various banking APIs for data access and validation. Ideal Skills and Experience: - Proficiency in PHP or Java. - Proven...

...Elements • Real-Time Map Interface • Interactive maps with live vehicle icons and status indicators. • Option to choose from a variety of map options (Google map, Google satellite, Google hybrid). • Dashboard • Graphical summaries of fleet performance. • Custom Reports • Drag-and-drop widgets for personalized views. 5. Platform Server Architecture Backend Architecture 1. Server Type: Cloud-based (AWS, Google Cloud, Azure). 2. APIs: REST and GraphQL for integration. 3. Database: PostgreSQL/MongoDB for flexible data handling. 4. Load Balancer: For traffic management. Frontend Technology 1. Framework: React.js or Angular. 2. Real-Time Features: WebSocket for instant updates. Security Measures 1. Encryption: End-to-end with TLS 1.3. 2. Authentica...

...seeking a developer to create a custom system ghosting software for managing backups over a network for Windows-based systems. The software should allow users to configure remote systems, perform complete and incremental backups, and store ghost images on a designated server. Key features include: Incremental Backups: Optimize storage by performing incremental backups after the initial full backup. Authentication and Licensing: Secure access to ghost images with authentication and implement a yearly licensing model for each Windows system. Audit Trail: Maintain a detailed log of all actions, including communication failures. Disaster Recovery: Enable seamless restoration of ghost images to compatible Windows systems. The software must be compatible w...

I'm looking for a developer to create a comprehensive School Management Software. The key functionality of the software should be a robust Student Information System. Key Features: - A highly efficient Student Information System, which is capable of managing all aspects of student data. The ideal candidate for this project should have: - Extensive experience in software development, particularly in creating educational or school management software. - A strong understanding of a comprehensive Student Information System. - Excellent programming skills and attention to detail. - Ability to create user-friendly interfaces.

My custom Google Feed XML link is currently deployed on a Vercel server, but I'm encountering limitations. I'm looking for an experienced professional who can move this to a more suitable hosting service where my Google Feed XML file can efficiently fetch data from Shopify. Ideal Skills & Experience: - Extensive knowledge in various hosting services like AWS, Google Cloud, and DigitalOcean. - Experience in handling Google Feed XML links. - Proficient in integrating with Shopify. - Understanding of server limitations and how to circumvent them. Please note, my budget is currently tight, but I'm looking for long-term collaboration. The specific limitations on the Vercel server have not been identified yet, and there are no specific server configurations required a...

I'm looking for an experienced software developer to create a simple Annual Maintenance Contract (AMC) software for Windows-based desktop application using C#/.NET. The software should be able to track: - Company name - Contact Name - Email ID - Mobile No - Landline No. - Product Using - AMC Status - Last Renewed - AMC amount - Next renewal Date - Remarks The software should also generate various reports such as: - AMC pending for next 30 days or given period of time - AMC not renewed - AMC renewed Ideal candidates will have a strong background in C#/.NET and desktop application development, with a good understanding of creating user-friendly interfaces. Experience in developing tracking and reporting software will be highly advantageous. Please ...

Project Description We are looking for an expert programmer to develop an automated design tool based on CAD or GIS. The primary function of th...Experience: Proven experience in programming for CAD or GIS. Advanced knowledge in developing automated design tools. Strong skills in data analysis and its application in design environments. Ability to create tools with user-configurable parameters. Experience handling common CAD/GIS file formats (DXF, SHP, etc.). Bonus: Knowledge of integrating tools with CAD/GIS software APIs. Experience in optimizing design processes for improved efficiency. Selection Process: Candidates must provide a portfolio of similar projects or examples of developed tools. A detailed technical proposal will be high...

I need a program/software to streamline the process of creating consistent Safety Data Sheets (SDS) from various source files. Each file is a PDF or Word document, and the program should extract relevant text elements and fill them into a Word Document template. Key Responsibilities: - Extracting text elements: The software needs to identify and pull out the title and headings, paragraphs and descriptions, as well as tables and data fields from the source files and fill in the correct sections. No text should be lost. - Template filling: The extracted information should be inserted into a predetermined Word Document template.I also have the Indesign working file as well. Please note that the source files will be uploaded manually, so the software should be user-fri...

...promoting your software applications. With a robust background in software applications and digital marketing, I specialize in developing strategic plans that increase brand awareness, generate high-quality leads, and drive conversions. Here’s how I can add value to your project: Strategic Networking: I will leverage my professional network and industry connections to identify and engage with potential partners and clients. Brand Promotion: I will implement effective promotional campaigns tailored to your target audience, ensuring maximum visibility across digital platforms. Lead Generation: Using proven techniques, I will create engaging marketing content and strategies to turn prospects into loyal customers. Why Choose Me? Proven Expertise: I have successfully w...

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Experienced and versatile Full-Stack Developer with expertise in modern web techn...Python, Django, and Data Management, enabling seamless integration of back-end systems and databases. With experience in Machine Learning (ML) and Natural Language Processing (NLP), delivers intelligent, data-driven solutions tailored to business needs. A Blockchain enthusiast with hands-on expertise in developing decentralized applications and integrating cutting-edge technologies. Proficient in AWS and Firebase, ensuring robust cloud-based architecture and deployment pipelines. Skilled in Prompt Engineering, optimizing AI models for innovative and efficient results. Bringing a proven track record of delivering high-quality projects, solving complex problems, and driving innovation in web and AI e...