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    ...pertinent files. It will parse, extract, and vectorize content to understand issues. An explainable ML model like LIME will then diagnose the problem and provide steps, code samples, etc to resolve it. The LLM will be RAG augmented based on a vector protocol of a list of sites to augment the LLM. Key Criteria for Success: Robust technical execution that meets core requirements Modular, extensible architecture for flexibility over time Quality, well-tested code delivered on time Clear, prompt communication throughout project Key Components: Text/file ingestion and vectorization Semantic similarity search in Milvus/SPTAG Local post-hoc model explanations Production-ready Flask/FastAPI UI Documentation and usage guides Document Ingestion (spaCy, Beautiful Soup, PyMuPDF): Scrape/in...

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    I'm in need of a professional who can take an image and render it into a realistic 3D model with rigging for animation purposes. This model should be created with the following specifics in mind: - Created specifically for animation. - The model should have a realistic appearance. - Compatibility with Blender is a must. The perfect candidate for this task would be well-versed in image rendering, animation programming, and experienced in using Blender for 3D model creation. They should have an excellent eye for details to ensure the model has a realistic vibe. The completed model should be ready for use in animations. Experience in making models for realistic animation would be a big plus.

    $7 - $18
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    I am looking for someone who can make me a 3D render product video for Instagram. On a simple white or black background

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    I am looking for an expert to assist in creating a dynamic Power Bi dashboard. This job should revolve around integrating data from Excel spreadsheets and designing a variety of data visualizations. Key Responsibilities: * Guide me in creating the dashboard on my company account. * Connect the Power Bi dashboard to Excel spreadsheets as the primary...milestone shall be 2,000 INR for each completed tab, payable after the completion of the entire dashboard. Confidentiality: Any data shared during the course of the project shall be treated as confidential. The Creator agrees not to disclose any confidential information shared by the Initiator to any third party without prior written consent. Any unauthorized sharing of confidential information shall render the Creator liable to le...

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    As a keen architecture enthusiast, I'm on the hunt for a skilled 3D artist, familiar with creating stunning visualizations of classical exteriors. Specifically, I require quality 3D architectural visualization that exceptionally captures every detail of classical architecture. Ideal skills & experience: - Strong expertise in 3D modeling and rendering - Extensive background in architectural exterior designs - Mastery in designing classical architectural visuals - Skills in relevant software like 3DS Max, Photoshop, V-Ray, or equivalent This project promises to be a unique opportunity to exhibit your extraordinary talent in bringing classical architecture to life in 3D. Provide samples of previous work for consideration during selection. I look forward to col...

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    ...data management, automated calculations, and reporting capabilities. Project Goals: Seamless Transition from Excel to Web: Convert all functionalities, including complex formulas and VBA macros, from the Excel workbook into a web-based application. Robust Subscription Management: Develop a modular subscription system that allows for easy updates and the addition of new features. Future-Proof Architecture: The application should be built with scalability in mind, allowing for easy modifications and enhancements without disrupting existing functionalities. Key Features to Include: Advanced User Management: Implement a secure login system with multi-tier user roles and permissions. Dynamic Data Handling: Design the system to manage large volumes of data with the capability to sca...

    $250 - $750
    Sealed
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    I am seeking a skilful Photoshop expert to introduce more trees to an image of a mound adorned with arborvitae along my property line. This task specifically entails: - Adding trees to the existing mound - The specie...specifically entails: - Adding trees to the existing mound - The species of these additional trees should match the existing ones on the mound - The placement of these trees should be random, creating a natural and visually appealing look. The ideal freelancer should be proficient in Adobe Photoshop with a keen eye for the natural lay of landscapes and aesthetic presentation. Experience in architecture or landscaping designs would also be beneficial. I require absolute precision and attention to detail to ensure the added trees blend seamlessly with the existing en...

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    I'm looking for a skilled DevOps Engineer experienced in AWS to help design a robust architecture for my Spark and Sagemaker Machine Learning models. Key Requirements: - **AWS Services**: Your primary focus will be on utilizing Amazon S3 and Amazon Sagemaker effectively within the architecture. - **Programming Languages**: Familiarity with both Python and R is important, given that my models are built in those languages. - **Model Operations**: Your design should focus on enabling batch predictions and facilitate model training and retraining for the Machine Learning models. Ideal Skills: - Experience with Amazon S3 and Amazon Sagemaker are a must. - Proficiency in Python and R for fine-tuning or troubleshooting the models. - Familiarity with designing architectures fo...

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    ...the Flutter framework, experienced in solving similar issues, and familiar with both Android and iOS development. • Build Errors: My project has been spawning various build errors that hinder the execution of the application. The freelancer is expected to help identify and rectify these errors. • UI Layout Problems: There are also vital concerns with the user interface layout. Some pages don't render correctly on different screen sizes, and the general responsiveness of the UI is inconsistent. The task would involve pinpointing these problems and implementing effective solutions. • Platform: The application is to be developed for both Android and iOS platforms. Therefore, experience with cross-platform app development will provide a definite advantage. Pl...

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    I'm in need of a software developer to create a comprehensiv...each test. - Intuitive GUI for Examinee: A user-friendly graphical interface for test takers. - GUI for Result Preparation: Additionally, a graphical interface for staff to prepare and analyze results. Platform Compatibility: - Based on client-server architecture, the software will be set up to function on a local server. Ideal Skills and Experience: - Proficiency in software development, specifically with a focus on creating user-friendly interfaces and database management. - Experience with creating and managing server-client architecture. - Strong understanding of test-taking procedures and test preparation. If you're confident in your ability to deliver a top-notch computer-based test software, p...

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    ...illustrates the database structure and supports urgent marketing analytics requirements. - Efficient Data Export and ETL Processes: Set up and manage the rapid export of data from various platforms using APIs. Develop and implement ETL (Extract, Transform, Load) processes to clean, transform, and load data into the database swiftly. - Documentation: Produce concise and clear documentation on the data architecture, ER diagrams, and ETL processes to support ongoing maintenance and scalability. - Collaborative and Rapid Execution: Work closely with the project manager and other team members to ensure alignment of the database design with business requirements and analytics goals, within the stipulated time frame. #Requirements: - Extensive experience as a Data Engineer, Database Ar...

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    ...Your task involves emphasizing the shape and brilliance of the diamond to achieve a shiny and clear effect. The video is currently in MOV format, which is your starting point. I attach example video of a normal diamond 360. Your task is to: 1. To receive a sketch of the Diamond from me. 2. Make a 3D render of the diamond 3. Create video just like the examples with shiny effects 4. Offer both Black & white background 5. Must look like real life video of a diamond and not clearly a fake render To make this project a success, possessing high-level skills in video editing software, such as Adobe Premiere Pro or After Effects, will be beneficial. Previous experience in gemology or working on similar projects focusing on high resolution 360 video rendering is a great adva...

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    I'm seeking a residential architect with a keen eye for traditional des...new home project. Your task will involve translating my vision into a well-structured, appealing home plan. Key responsibilities: 1. Concept Development: Translate my traditional design vision into a comprehensive architectural plan. 2. Detailed Design: Produce detailed drawings and specifications to be used for construction. Ideal skills & experience: - Prior experience in residential architecture - Strong portfolio showcasing your traditional house design projects - Proficiency in architectural software programs. Your knowledge in traditional designs will play a pivotal role in realizing my dream home. I look forward to your innovative and creative ideas that meld the traditional aesthetic wi...

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    ...be able to effectively develop a secure and user-friendly registration/login system. - Search Functionality: Crucial to the project is a robust search functionality that provides users with relevant results connecting users with service providers depending upon geolocation. - Payment Processing: The application should include a seamless, secure payment processing system. - Service oriented architecture for plug and play type of services. Completely configurable. - Admin login to monitor for successful ,failed orders and transaction , reconciliation and generate reports. - Complete e-commerce site for processing to order. The successful freelancer will possess extensive experience in full stack development, user experience design and payment portal integration. Proficiency in mod...

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    I'm in need of a talented 3D designer that can create realistic renders of melamine furniture pieces. - The furniture type is melamine, and it will consist of a combination of kitchens, wardrobes and tables. - The finish for this furniture is a custom color, which will be provided by me. - I'll need the designer to work on standard dimensions for the pieces, as I don't have specific measurements. Ideal Skills: - Proficiency in 3D design software - Experience in rendering furniture with decorations - Ability to work with custom colors - Understanding of standard furniture dimensions - Attention to detail and a keen eye for realism Please provide samples of previous work in a similar vein.

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    ...responsibility for the critical tech design and architecture decisions for your team. It is your responsibility to drive projects forward, mentor junior team members, ensure alignment with the company’s overall architectural direction, and contribute to continuous improvement initiatives. By delivering innovative and reliable software, you will contribute to the success of our organization and make a meaningful impact to thousands of customers and millions of users. What you’ll do ● Lead and develop high-quality working software, with a solid design and architecture that is consistent with our overall company-wide approach ● Provide technical guidance and mentorship to less experienced team members ● Partner with Architecture...

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    ...home in preparation for a renovation project. The changes need to include: - Extend the wall above garage doors by 80cm all the way around and insert planter boxes (if you can create one image with and without the plants falling across, see mock up option). - Insert balcony cover / roof across upstairs right glass door, in line with wall/roof on the legal, and to blend with house colour and render (include 1 rendered post on the right) - Align the garage doors so where both doors and the wall meet are aligned with the door to the right. - Remove window and door framing so they are flush to the walls - Colour changes to follow the colouring in image draft – make the light colour a shade of light grey Ideal Skills: - Proficiency in 3D rendering software and photo edit...

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    I'm in need of a skilled architecture professional who can develop a comprehensive design for a small-scale, multi-purpose building. The project involves a versatile building that will encompass residential, commercial, and mixed-use functionalities. Key Requirements: - Detailed Architectural Design: This includes the layout of the building, spatial functionality, and structural elements. - Interior Design: The interior of the building must be aesthetically pleasing, functional, and serve the needs of both residential and commercial purposes. - Landscape Design: A cohesive and visually appealing design for the outdoor space. This will need to be flexible enough to accommodate the mixed-use aspect of the building. Ideal Freelancer: - Experienced in Architecture: Profi...

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    ...seeking an architect to help with a short-term residential project. The ideal candidate would be well-versed in modern architecture and have a keen eye for open floor plans. Key Points: - Short-Term Residential Design: My project is focused on a residential property that needs a fresh and modern design approach. - Modern Style: I'm particularly interested in a modern architectural aesthetic. It's crucial for the architect to have a good understanding of this style. - Open Floor Plan: One of the key features of this project is the implementation of an open floor plan. This should be a central consideration for the architect. Ideal Skills: - Experienced in Residential Architecture: Previous experience in residential design is highly preferred. - Proficient in M...

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    ...personnel. Key Responsibilities: 1. Develop secure and reliable Wireguard exit nodes and VPN server software. 2. Ensure seamless integration of the server software with our existing client software and VPN router firmware. 3. Implement secure authentication mechanisms for client connections, including support for certificates, keys, or other authentication methods. 4. Design a scalable server architecture suitable for hosting on rented solutions and in-house servers. 5. Develop a secure server setup process, including: - VPN servers and one in-house Master server - iPXE-based boot process for VPN servers to fetch encrypted disk images from the Master server - Verification of kernel and initrd signatures to ensure integrity before booting 6. Integrate client access to our websi...

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    I'm seeking a talented designer to materialize my vision for a unique, customizable emoji of myself in a PNG editable format. The scope of the project includes: - Facial Expression Customization: You should be able to render advanced facial expressions, capturing nuanced emotions such as smirking and pensiveness among others. - Platform: Though the primary deployment platform isn't specified, a PNG format that can openly be edited and used across varied platforms is required. Ideal Skills: - Graphic Design: Expertise in designing refined, elegant, and vibrant PNG emojis. - Creativity: Ability to bring intuitive and refreshing ideas to the table. - Attention to detail: Capability to capture and design nuanced facial expressions accurately. A proven track-record on simila...

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    I'm on the lookout for a qualified individual to deliver high-quality architectural and structural drawings. The focus of this project is specifically on detailed sections. Key Requirements: - Demonstrate a strong understanding of archit...high-quality architectural and structural drawings. The focus of this project is specifically on detailed sections. Key Requirements: - Demonstrate a strong understanding of architectural and structural drawings - Creation of high-quality section drawings - Apply standard scale conventions in your drawings - Ability to work meticulously and pay attention to fine details Ideal Skills: - Degree in Architecture or related fields - Proficient in using CAD tools - Excellent attention to detail - Prior experience in creating building sections...

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    I require a 3D model to be made of a mixed-use building, a mall with an apartment building. When it come's to details, it is simple since t...apartment building. When it come's to details, it is simple since the overall shape is more important. (Not for commercial use). Examples will be attached for the desired outcome. Task Requirement: 1. Create a 3D model for Apartment + Mall (they're together) Only Outside! Zero interior required 2. Create the landscape on (simple, you can add/change components after discussion) 3. Create a simple Render for them. Will be Given 2D floor plans for: 2 Different apartment floors 2 Different Floor's for Mall 1 Top View Plan Ideal Skills: - Experience in a 3D modeling software (Sketchup or 3ds Max) - Experience in renderin...

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    I'm having a peculiar problem with 3ds Max where I can't seem to save my finished renders. There is no error message popping up, which makes it all the more confusing. I've tested other file types, and they save just fine; the issue only occurs with the finished renders. I need a freelancer with a strong understanding of 3ds Max, experienced in troubleshooting, and ideally someone who has encountered and resolved this issue before. It is critical to me that this issue is resolved promptly while ensuring no data loss - the integrity of my existing files is of utmost importance.

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    3D Video Script Development 5 days left
    VERIFIED

    I'm in need of a script that can produce a 3D flipbook video similar to the one I've provided. The script will take source images and render them into a 3D video using , Python, PHP or any other solution Requirements: - Development of a script that can process images into a 3D flipbook video - Experience with framework is preferred - Ability to understand and replicate the style and functionality of the provided reference video - Past work in similar projects is necessary, so make sure to include this in your application If you're interested, please contact me for more information.

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    Use the attached images and create 3 renders for our new self-service convenience store. it's similar to a tiny house yet different. We'd like to have variations for a smaller store, larger store and one on a trailer. You will also provide us with source images upon completion (blender or keyshot)

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    I am seeking an experienced Android developer who can create a bespoke application tailored to specific needs. The following points detail the required functionalities: - The core functionality of the app revolves around Auto Start. It should enable users to select applicati...portrait and landscape screen orientations. Flexibility in switching between the two, without any glitches, is paramount. - Prior experience in developing such system apps that play with Android's core settings would be highly advantageous. Undoubtedly, precision, compatibility, and user-friendliness should be the identity of this application. Applicants with a keen sense of Android system architecture, and a portfolio boasting similar projects will receive preferential review. Let's turn this c...

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    Event-Driven AI Chatbot 5 days left
    VERIFIED

    We need an experienced full-stack developer to participate in building the backend of a chatbot, which is built using an event-driven microservices architecture. REQUIRED SKILLS: 1-Proven expertise in designing, implementing, and managing applications built using event-driven microservices architecture 2-Proficient in integrating and consuming RESTful APIs to enable seamless communication between microservices 3-Skilled in testing and debugging microservices to ensure high performance, reliability, and scalability Identity and Access Management (IAM) 4-In-depth knowledge and hands-on experience with at least one of the following IAM solutions: 1.1 -Keycloak. 1.2-Casdoor. 5- Strong proficiency in Python programming language 6- Expertise in developing RESTful APIs using the F...

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    I need a designer to work on a residential townhouse project. Key Features: - It will be a three-story townhouse. - Main focus will be on the front view, both side views, and the street view with abutting residences. Ideal skills: - Experience in residential architecture design. - Familiar with space utilization. - Proficiency in 3D model rendering is a plus, but not necessary. Your responsibility will be to shape my vision into reality. Looking forward to working with you.

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    Due to time and resource constraints, I need to migrate a component written in php (symphony) to Golang. The part on github relating to services towards the DB (MongoDb) and the new REST APIs (written in Golang) to access for interfacing is already active. The system will only have to execute queries on MongoDb (via Service) and render in twig template. The repository layer and service and repository are already developed in golang and will be provided. As well as indications on the function to be translated into golang. GIT access will be via wireguard VPN on the development environment

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    ...Yiu Tung Estate with a strong focus on enhancing green spaces, specifically to create recreational areas. I need an expert to assist me in achieving this. Key Tasks: - Conceptualizing and designing green spaces with a recreational focus. - Ensuring that the creation of these green spaces is done in a way that aligns with consultation from residents. Ideal Skills and Experience: - Landscape architecture or urban design experience, with a specific focus on green space creation. - Previous work involving community consultation in a development or revitalization context. - A passion for environmental sustainability and a keen understanding of how community spaces can positively impact the environment. Your expertise in these areas will be pivotal in ensuring this re-development p...

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    ...management, transactions, surveys, and system settings. The user back office should provide easy access to personal data, token balance, transaction history, tasks performed, and direct referrals. Implementation of a personalized referral link for each user, allowing them to easily share the link to invite new users to the platform. 2. Backend e Lógica de Negócios: Development of a robust backend architecture to support the functionalities of administration and user back office. Implementation of business logic to calculate token appreciation based on survey responses and manage the referral and commissioning system. Payment management system to process transactions related to token purchases and referral commissions. 3. Integrações de Pagamento: Int...

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    I'm in need of a profession...principles and multi-client server applications - Experience with implementing complex algorithms, ideally bin packing - Solid knowledge on file handling and computation tasks - Previous experience in calculating process times Please note that while the project is focused on the Android platform, the server will be communicating with multiple mobile devices, so experience in multi-client server architecture is highly beneficial. The ability to accurately measure time taken for file transfer, processing, and result sending is crucial for this project. Please Note: The app is ready, the only thing that needs to be done is that the outputs along with the sum of the times should be printed on the server app screen. At present, they are getting print...

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    Hello, I have a big project going on. Leclerc supermarket contacted me to set up ants in their new petshop in the city of Saint-Parres-aux-Tertres. They want a huge vertical ant farm to attact visitors and catch their attention with this amazing display. Would you like us to work together on this project as well? There is a me...project going on. Leclerc supermarket contacted me to set up ants in their new petshop in the city of Saint-Parres-aux-Tertres. They want a huge vertical ant farm to attact visitors and catch their attention with this amazing display. Would you like us to work together on this project as well? There is a meeting on Monday and the first thing I'd like to have is a sketch, like a basic drawing or render of what it could be like, so I can introduc...

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    ...domain name Current website is very slow and couldn't take a back up using updraftplus plugin I need all files and Database copying to new server and testing that it function OK I am in need of a specialist with broad experience in WordPress platform to move my website from its current location to a Virtual Private Server (VPS). Requirements: - Comprehensive knowledge of WordPress site architecture and components. - Extensive experience in website server migration, particularly to VPS hosting. - Ability to ensure that no data is lost during the migration process. - Skilled in backup creation and restoration. - Familiarity with DNS and IP configurations for the new server. The task must be completed with minimal downtime and no loss of data/functionality. Please note, ...

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    I'm looking for a skilled product designer who could render a modern version of the old school 80's stack hat for bicycle riding. The redesigned helmet must integrate a feature for adjustable fit and should adhere to a modern aesthetic. Key points of this project include: - Redesigning the 80's Stack Hat with a Modern Aesthetic - Ensuring the helmet is also suitable for bicycle riding - The feature for an adjustable fit should be smartly built-in The ideal freelancer should bring extensive experience in product design, particularly with safety gear, and demonstrate a strong understanding of modern aesthetics. If you're able to create prototypes, that would be an advantage. Please share your relevant designs or similar projects in your proposal.

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    ...that has the potential to change the game in the finance world. What I'm Looking For: Someone who's passionate about building scalable applications. Experience with backend development, RESTful APIs, and microservices. Familiarity with database management (SQL/NOSQL) and cloud services. A creative problem solver with a knack for turning ideas into reality. What You'll Do: Set up the backend architecture. Implement core and advance functionalities. Database Management Monitoring and Performance Optimization and much more If you're up for the challenge and want to be part of something special, let's chat! Drop me a message with your experience and let's see if we're a match made in coding heaven. Looking forward to hearing from you! (Attach...

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    I need to remove background 10 photos containing pasta machines. Transparent background and shadow to be created. In the case of reflections (photos were taken inside a photo cube), they must be removed and the photo must look professional, similar to a render.

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    Remove background 10 photos containing pasta machines. Transparent background and shadow to be created. In the case of reflections (photos were taken inside a photo cube), they must be removed and the photo must look professional, similar to a render.

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    I'm in need of a skilled designer to create a headboard for my stand, measuring 300 x 900mm. It should be made of wood and follow the modern contemporary style. The ideal candidate should have: - Proven experience in branding. - A good understanding of modern contemporary aesthetics. - A strong ability to conceptualize and render designs. Your main tasks will include: - Developing an initial concept for the headboard for an SPC Flooring brand. - Creating a detailed design that includes dimensions and materials. - Providing renderings or sketches to help visualize the final product. This is a great opportunity for someone with a keen eye for design and a passion for creating unique, modern pieces.

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    I'm in need of an individual with an i...have experience dealing with dependencies in Java applications, and be able to streamline and optimize these processes. - Configuration, release, and runtime processes: You'll also be responsible for ensuring that our application's configuration, release and runtime processes align with 12-Factor App best practices. In addition to your technical expertise, a strong understanding of software architecture, system design and the ability to communicate complex information clearly are all highly desirable for this role. Experience in application refactoring and working with large codebases is a big plus. If you're passionate about clean, scalable code and have experience applying the 12-Factor App principles to Java applicatio...

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    I'm looking for a skilled image editor with experience in architecture visualizations. The task involves editing a set of images for realistic view settings and highly detailed environmental integration. Key Skills and Experience: - Proficiency with image editing software - Demonstrable experience in architecture image editing - Prior work with environmental integration - Strong attention to detail and realism The main objectives: - Create a realistic view setting for the architecture images - Ensure the visualization enhancements are highly detailed, incorporating environmental elements in a seamless manner. The purpose of these images will be for presentation/visualizations, so it's crucial that the final product is polished, realistic, and artisticall...

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    ...compatible with iOS, Android, and Web platforms. Your primary tasks will include implementing a Model-View-Controller (MVC) structure, ensuring smooth user authentication, push notification, and in-app purchase features. Key Requirements: - Proficiency in Flutter and its ecosystem - Proven experience with GraphQL integration - Ability to develop custom UI/UX designs - Understanding of MVC architecture and its implementation in Flutter - Previous experience with user authentication, push notifications, and in-app purchases Your previous work should demonstrate your ability to create efficient, bug-free, and user-friendly apps. The ideal candidate will be a proactive problem-solver, able to work independently and adhere to timelines. Your attention to detail and focus on user ex...

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    Hi Md R., I noticed your profile and would like to offer you my project. We can discuss any details over chat. We have worked with you previously, and we are happy with your services. So, we would like to hire you again to help us with the plan render of our projects.

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    ...the caffeinated gum product to create photorealistic renders from multiple angles. Apply textures, lighting, and effects to achieve a lifelike appearance that showcases the product's features and benefits. Ensure consistency in branding and visual style across all renders. Collaborate closely with our team to understand project requirements and deliver results that exceed expectations. Iterate on render revisions based on feedback to achieve the desired look and feel. Requirements: Proficiency in 3D rendering software such as Blender, Maya, 3ds Max, or equivalent. Strong understanding of lighting, shading, and texturing techniques to create realistic visuals. Experience working with product renders or similar projects is preferred. Ability to work independently and meet pro...

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    Trophy icon Virtual Puppy Store 3D Render 1 day left

    I'm seeking a skilled 3D designer to bring my vision of a virtual puppy store to life. Key Elements: - The design should reflect the 'world famous puppies' brand and its theme - Incorporation of a flex LED screen showcasing a live stream of puppies from a variety of breeds - A cute, cartoon-themed store design Tech Specs: - 3D modeling and rendering skills are essential - Experience with creating interactive, visually appealing designs is a plus - Knowledge of LED screen integration and animation preferred - Familiarity with creating cute, cartoon-style graphics Interactive Features: - The touchscreen kiosk should allow users to view puppy profiles and engage in a live chat with a puppy expert. Please take a look at my Instagram (@worldfamous_puppies) for more ins...

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    ...password, retrieve password, or change password. o Version Push: Users can manually update to the latest version. o Personalization Management: Users can customize certain personalized functions. o Wallet Binding: Users can bind wallet addresses on their own. o Hiseven Recharge: Provide Hiseven recharge function, users can top up on their own. • IM Module Development o Build IM Architecture Platform: Use Netty to implement instant messaging (IM) functionality in Java. o User Authentication: Used to verify user identity, common authentication methods include username and password, OAuth, two-step verification, etc. o Presence Management: Manage and display user statuses such as online, offline, busy, invisible, etc. o Message Transfer: Implement messag...

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    I'm looking to build a Flask Python serverless application. The main functionality of this app would revolve around API integration, specifically with social media platforms. The primary aim here is to fetch user data from these platforms. The ideal candidate for this job should have: - Profound experience with Flask Python - Prior experience in serverless architecture, particularly using AWS services such as API Gateway and Lambda - A strong understanding of social media API integration Please note that a comprehensive understanding of user data privacy and security is essential. The developer should be able to ensure that the data retrieved is used in accordance with the social media platforms' policies and regulations.

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