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    2,000 model agency database software jobber funnet, priser i USD

    I need an expert in Natural Language Processing, specifically in sentiment analysis and text classification, to assist with my project. While I haven't chosen a programming language for this task, I am open to suggestions. It's currently unclear if I will need a pre-trained or custom NLP model, so both options should be explored. Best fit for the job would include: - Extensive experience in NLP, especially sentiment analysis and text classification - Ability to provide insights on different programming languages for the task - Experience with both pre-trained and custom NLP models.

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    I'm seeking a skilled ML engineer to develop a unique machine learning model for a security system in ATMs. Key Requirements: - Utilizing an Artificial Neural Network: The primary focus of this project is the implementation of an Artificial Neural Network for precise mask and helmet recognition. Your experience in developing similar systems using ANN will be highly appreciated. - Achieving Accuracy: The desired accuracy level for this system is between 80% and 90%. It's crucial that the model can reliably identify the presence of masks and helmets in real-time. - Compact Deployment: The final system is intended to be deployed within a small device with a Raspberry Pi (watch box dimension). Thus, your experience in deploying ML models on such hardware will be benef...

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    Two variants of a Descent/"Alice in wonderland" project written in C++. Code was changed around in both variants and a different world model is used. OpenGL 4.1 was used with GLFW,GLEW & GLM.

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    I'm seeking a skilled 3D modeler...seeking a skilled 3D modeler to bring my vision for a culturally significant scene to life. The purpose of this project is to contribute to the preservation of Australian Aboriginal culture through a 3D model. I need a 3D model of an elder sitting with a child. It's crucial that this model reflects the nuances and significance of this intergenerational relationship in the Aboriginal community. Ideal candidates should: - Have excellent experience in 3D modeling - Understand the cultural significance of Australian Aboriginal culture - Be able to create a detailed and realistic 3D model - Have a portfolio or examples of similar work This project will be a great opportunity for someone who appreciates and understands...

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    ...rabbit hole: :Articles_for_deletion/Jim_Connors Ref References 1. Shelley, G. (1975, September). Bring on the Music. *TV Radio Talk*, (55856-0), 12, 58. 2. Deeb, G. (1974, February 22). 'WOLD' tells disk jockey's station in life. *Chicago Tribune*, Section 2. 3. Crowther, H. (1974, February 15). Connors Was The Model For 'WOLD'. *Buffalo Evening News*, p. 34, Section III. 4. Utterback, B. TV Personalities Man Picket Line. *Rochester Democrat & Chronicle (D&C)*. 5. Clements, G. Stereo 102. 6. Kennedy, E. M. United States Senator. 7. Simpson, K. (2017, October 3). Early 70s Radio - WMEX (Boston) Top 40. *Early 70s Radio*. Retrieved from

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    Experienced MEAN stack developers only This is about an ongoing project we are looking for a team to take it over as complexities are reaching new heights I can no longer manage

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    I'm seeking a seasoned Deep Learning professional to h...programming language. Key Responsibilities: - Data preprocessing: You'll be expected to clean, organize, and augment the dataset for our deep learning models. - Model development: You'll design, implement, and optimize cutting-edge deep learning models. - Model training: Your role will also include training these models and fine-tuning them for optimal performance. The desired outcome of this project is a series of robust, high-performing models that can accurately and efficiently handle the tasks. Ideal Skills: - Proficiency in Python - Strong foundation in any programming language - Experience in data preprocessing and model development - Proven track record in deep learning - Strong problem...

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    Project Deadline: 1 Day Project Budget: $40 Project Type: PHP (8.2 and above) Server Type: Linux Ubuntu Project Overview: We have an existing PHP script that calls the OpenAI API & outputs the decoded JSON response. We want to add Replicate API () to use the meta-llama-3-70b model & add a flag to the code to allow us to choose whether we want the PHP script to use OpenAI or Llama 3 (70B). The output format from Replicate API must match the OpenAI API response Reference File: 5* FEEDBACK WILL BE LEFT FOR YOU

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    As an expanding business within the fashion and entertainment recruitment industry, I'm seeking an experienced telemarketer to drive...to deliver our goals. Your application should detail your background and success in cold calling, along with the strategies you've used to generate leads in the past. Proven experience in this field is a must. You do not need to have fashion or musing business experience, but must be a proven lead generator. Bid now, and start tomorrow. I will consider bids from agencies, but only if the agency, will provide direct access to the candidates before we hire, as we will only hire once we speak directly to the freelancer that will be assigned the job. Pay daily, end of each day 1 day in arrears, once leads are called and verified. Any qu...

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    Trophy icon T-Shirt Design for modelling brand 9 dager left

    I'm in need of a designer to create a modern and minimalistic design for a t-shirt. The t-shirt is designed to be worn by models to promote the brand which provides modelling services. It should promote models themselves, rather than the brand. The brand's name ...which provides modelling services. It should promote models themselves, rather than the brand. The brand's name is "Aspire" so that can optionally be included in the design somehow but should not be the focal point. I am not looking for a design that relies upon graphics but rather one that uses words. The brand is all about supporting confidence, aspiration or other qualities that defines a model. The design needs to be large enough that it can be identified by people taking selfies. Att...

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    Hi, We have a shopify eshop. We want to add a function to our shop where you have a model on the side. Clicking on different clothes will add it on the model on the side. We will give you all photos of the clothes in high quality .png format for easy adding. we have a demo link so you can see how it should look like. Only bid if you know what you are doing, we need a long term partner cause alot of job will be needed.

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    I'm looking for a skilled professional to fine-tune my ChatGPT model. I specifically need the bot to reply according to my existing conversational agent framework. Key Requirements: - Enhance the chatbot's sentence generation capabilities to align with my conversational agent's approach. - Maintain the bot's understanding of different languages and its ability to handle context effectively. - Ensure the bot can provide a generic response when faced with an unrecognized input. Ideal Freelancer: - Experience in fine-tuning ChatGPT models or similar conversational AI systems. - Proficiency in natural language processing and understanding. - Strong programming skills to implement the fine-tuning and integration process effectively. - Familiarity with conversat...

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    I have a form on my WordPress site, created with Elementor (on this page and on this page model) , that collects personal details such as names and emails. I require a system that automates the process of copying any data entered into my form into this designated Tally form (). The form fields on both platforms align, so it is crucial that data transfer follows the original form layout. This will facilitate better data management. Skills and Experience: - Proficiency in WordPress and Elementor - Knowledge of API integration - Prior experience with Tally forms is a plus - Attention to detail for accurate data transfer.

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    I'm a client requiring a thorough examination of my SaaS-based, B2C web application intended for mock interviews. I require an expert who can deliver top-tier results in functional, performance, and user testing. Here's what I need: - Functional Testing: Full inspection to guarantee that every fundamental aspect of my application operates efficiently and as expected. - Performance Testing: To ensure my web application's efficiency under normal and peak conditions. - User Testing: This will determine if my mock interviews web application is user-friendly and intuitive, providing an outstanding user experience.

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    I'm seeking a charismatic model with excellent English skills to create short educational videos. These videos will have a focus on the dissemination of general information, ideal for a wide range of audiences. Key Responsibilities: - Developing and delivering engaging content under 5 minutes long - Ensuring content is educational and easy to understand Ideal Candidate: - Excellent English-speaking skills - Comfortable in front of a camera - Experience or interest in creating educational content - Must be able to present information in an engaging, understandable manner. This is a great opportunity for someone looking to showcase their communication skills in a unique and impactful way.

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    I'm looking for an experienced software developer who can create a cutting-edge transcription software, enhancing the efficiency and productivity of those requiring transcription services. Key Skills required: - Strong understanding of language processing and audio decoding - Proficient in handling MP3, WAV, MP4, TXT file formats - Experience in user-interface design for software - Knowledge of speech recognition technologies My vision for the software includes: - An improvement in transcription accuracy - An increase in the transcription speed - A user-friendly interface for hassle-free use Moreover, the software should have specific functionalities such as: - The ability to correctly identify individual speakers within a recording - The provis...

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    As a dynamic digital marketing agency, we are seeking effective lead generation assistance for our operations. Targeting both B2B and B2C markets, you will be responsible for curating valuable prospects for our service offerings. The ideal freelancer: - Is proficient at generating both B2B and B2C leads - Understands the nuances of our tech-focused industry - Has specific experience within the realm of digital marketing and web development agencies Our key requirement from these leads is their contact information: name, email, and phone number. Your task will be to deliver an accurate, high-quality lead list that will bring us closer to our marketing and sales targets. Experience in tech industries is a must for understanding our specific ecosystem and leveraging the industry-s...

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    We have an automated program with few bugs So we are looking who have experience with the following task 1) The program must work with Mobile OTP verification 2) Captcha Bypass using our API 3) Multi windows Run 4) Run on VPS 24/7 5) Windows Compatible 6) Telegram Notification Required 7) Auto Selection 8) Auto Payment 9) Better if you can include AI commands For more details you can discuss with us, Any Automated response will be Ignored

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    Need C+ Experienced Developer to make an appointment booking program You must have experience with Cloudflare and Captcha work with proxy rotation or another bypass method SMS verification (OTP) DATA auto-filling All steps must be automated without detection or blocking Preferred who already have a completed software

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    As a thriving business, we are currently seeking an experienced, motivated DevOps expert proficient in managing AWS cloud platform. The successful candidate will be responsible for: - Setting up the CI/CD pipeline and managing Kubernetes and Docker, to configure and optimize our cloud setup ...managing Kubernetes and Docker, to configure and optimize our cloud setup for swift deployment of our microservices-based application. - Collaborating with the team to identify and establish DevOps practices in our organization. Skills and Experience: - Proven experience with AWS, Docker, and Kubernetes - Previous experience in setting up CI/CD pipeline - Understanding of Microservices deployment model - Strong troubleshooting and problem-solving skills. We look forward to receiving your...

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    I'm seeking an experienced architect or drafter to create a detailed floor plan and 3D illustration for a house from 100m2 to 160m2, and 3 floors. Key Components: - We will work together on my idea...together on my idea by using the current house floor plan as a basis and developing it to a new floor plan and garden space - Detailed design consideration should be given to creating flowing spaces that are both functional and aesthetically pleasing Ideal Skills: - Proficiency in architectural design software - Experience designing large homes on multiple levels - Strong understanding of space utilization and modern design strategies Ultimately, I'm looking for a detailed 2D plan and 3D model that visualizes a home. Your creativity and professional insights are hig...

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    I am in need of a professional copy writer who specializes in policy documents for a 16 page in draft word document. Key Tasks: - Review and enhance current Industry Policy content. - Ensure the language, tone, format, and flow of the document is coherent, precise, and informative. - Emulate the whole document based on model content pages 1 - 4. Pg 6 - pg.14 is in table format and needs to be rewritten to be the same as pg.4. Ideal Candidate will: - Have great writing skills and testimonials * Have prior experience in policy writing. * Have excellent proofreading and copyediting skills. * Have experience in writing and editing policy documents. This project will require a well-experienced individual who can deliver quality and professional work in a timely manner. I am look...

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    Enjoy a steady stream of passive income from every transaction, with no need for technical expertise. Just refer and earn—it’s that simple! About Us: As a leading Website Agency, we simplify logistics for off an online services include custom website design, responsive development, e-commerce integration, SEO optimization, and ongoing maintenance and support. Benefits: - Lifetime Commissions: Earn continuously without additional effort. - Easy Integration: Refer clients to us, and we handle the rest. No need to be web-savvy! - Support and Expansion:*Enhance your offerings effortlessly with our comprehensive solutions. Ready to start? Apply now for a straightforward way to increase your income through referrals!

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    I am currently looking for an expert who can implement an LSTM (Long Short Term Memory) model, using TorchSharp.Net. I need the ability to create a model with 5 features (float), a step window of 10, and 50 hidden neurons. I need the ability to load the model, pass it data and get a predicted value. The final deliverable should be a C# .Net Console application with solution file that includes a file. The data can be random or static arrays. Key Requirements: - Strong knowledge of C# .NET - Proficient in using TorchSharp If you have these skills and are confident in developing deep learning implementations, I would be pleased to discuss the project further with you.

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    I have a database that I need to be cleaned up. The main task is to remove duplicate entries. Key Points: - Main Task: The primary goal of the data cleaning project is to remove duplicate entries in the database. - Handling Duplicates: The duplicates should be automatically deleted, not merged or manually reviewed. Ideal Skills & Experience: - Database Management: A strong background in database management is crucial for this task to ensure the data is processed correctly without compromising the database integrity. - Data Cleaning: Experience with data cleaning processes, especially in handling duplicate records, is important. - Automation: The ability to automate the deletion of the duplicates efficiently and accurately is essential. Please bid...

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    I have a project that involves entering text data from printed documents into a database. Ideal Skills and Experience: - Proficiency in data entry and accuracy in transcription - Experience working with printed documents - Knowledge of database management - Attention to detail to ensure complete and accurate data input Key requirements for the job include: - Efficiently entering text data from printed documents into a database - Ensuring the highest level of accuracy in transcribing the information - Organizing the data in the database in a logical and coherent manner - Completing the task in a timely manner without compromising accuracy. Your understanding of the importance of this task in the overall project and your commitment to quality and efficiency w...

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    Looking for a Wordpress developer to make 10-12 changes across 2 client websites. Pretty simple stuff like adding a banner, modifying some images / text and updating a button. I'll provide a specific brief & content once engaged. Here are the sites for reference; Client 1 - Client 2 - We're a social media agency that regularly needs website help for clients so I'm hoping to form a longer-term partnership! Please include past work on Wordpress websites, I'm excited to work together to bring a fresh look to our websites!

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    I'm looking for an app developer to create a school management software compatible with Android and web browsers. The software should have the following features: - Attendance tracking: Capable of recording and tracking student attendance. - Grade management: Enabling teachers to input, calculate, and manage student grades. - Parent-teacher communication: Facilitating seamless communication between parents and teachers. User Roles I envision the software having three distinct user roles: - Admin: Main role responsible for overseeing the software and its functions. - Teachers: Staff members who use the software for attendance and grade management. - Parents: With access to the software for communication with teachers and monitoring their chi...

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    I want to do below task in my existing chatbot. 1) Update LLM to LLMA Series 2) Change Text Search Model to More Accurate Model 3) Change Prompt or instruction to model while showing result 4) Add Some Static Text while showing output 5) Connect with database so it will show result based on my uploaded content ( currently its working for 1 file only and already connected vector db. 6) Deploy on Streamlit I will share my existing chatbot code with developer. My Budget would be 5000 INR

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    ...dataset with less than 10,000 entries in an Excel format. The goal is to train this dataset on the araBERT model for ABSA aspect-based sentiment analysis. Key Requirements: - Implementing Machine Learning: You should have a strong background in ML and experience with training models, particularly in the context of aspect-based sentiment analysis. - Expertise in NLP: Familiarity with Natural Language Processing techniques and Arabic language processing would be a significant asset. - Data Handling: Proficiency in handling Excel datasets, processing text data and preparing it for ML model training. The dataset is ready, Your role will include: - Model training: Implementing the araBERT model for sentiment analysis on the given dataset. - Evaluation: Ensuring ...

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    Estamos en la búsqueda de un desarrollador de software altamente cualificado para colaborar en un proyecto emocionante: la creación de un asistente de servicio al cliente basado en inteligencia artificial para nuestro comercio. El candidato ideal deberá contar con experiencia sólida en desarrollo de software, así como habilidades avanzadas en inteligencia artificial, incluyendo el desarrollo de modelos de NLP y chatbots. Además, se valorará experiencia previa en proyectos similares, conocimientos en seguridad de datos y capacidad para trabajar de manera colaborativa en equipo. Si te apasiona la innovación y cumples con estos requisitos, ¡esperamos recibir tu postulación!

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    As part of my mlOps project, I'm in need of a Python-savvy individual to assist in the documentation and implementation of a Natural Language Processing (NLP) model specifically for Question and Answering (QnA) tasks. Key Tasks: - Documentation: Translate the NLP model's implementation into comprehensive, easy-to-understand documentation. - Code Implementation: Lend a hand in the practical implementation of the QnA model within the existing mlOps framework. Your role would be to assist me in understanding and applying the NLP model for QnA tasks. While I have a solid foundation in Python, I'm looking for someone with more experience in mlOps, especially in NLP, to help with the project. Ideal Skillset: - Proficiency in Python. - Previous experience w...

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    I'm seeking a machine learning wizard, proficient in diverse tasks including Classification, Regression, and Clustering. Idea...Regression, and Clustering. Ideal Candidate: - Expert in Python programming. - Comprehensive experience with prominent machine learning libraries including Scikit-learn, TensorFlow, and PyTorch will be essential. This project will require the development and fine-tuning of diverse machine learning models, hence requiring considerable expertise in the same field. Your role will not only involve model creation but also optimization and performance evaluation. Your ability to handle complex multi-dimensional dataset will be integral in this project. Please only apply if you possess these capabilities and are prepared for a power-packed machine le...

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    I am seeking a seasoned Full time remote Digital Marketing Specialist with a key focus in SEO and SEM for my digital agency. You will be helping me grow my website and client's digital presence. Ideal Skills: • Proven SEO and SEM experience • Understanding of both B2B and B2C digital marketing • Familiarity with the Technology sector • Social media management ( Able to create visuals for facebook/instagram. Plus point if you know how to do videos for Tiktok ) Your track record in delivering results across these key performance indicators will be an integral part in driving our digital strategy forward. Please do take that this is a full time remote position which. It will be a 3 months trial period and salary may bump depending on expertise and results. ...

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    I have a Webflow template that I would like to be converted into a WordPress website. The primary goal of this website will be to showcase my portfolio of agency clients. Requirements: - Conversion: I need the Webflow template to be accurately converted into a fully functional WordPress website. - Portfolio Showcase: The website should be designed to effectively display my portfolio, with a focus on the visuals and user experience. - SEO Optimization: The integration of SEO optimization plugins is essential to ensure the website is search engine friendly and can be easily discovered by potential clients. - Social Media Integration: Social media is a key element for my online presence. I need social media integration plugins to be set up so that visitors can easily share and follow...

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    I'm seeking a skilled developer to help build a dynamic and secure social registry database. The primary purpose of this database will be to store specific categories of user information, making it a critical data backbone for our social business operations. Key features will include: - Storage of Personal Identities: User's demographic and identity-related data. - Interaction Histories: Tracking user interaction data for better service delivery. - Location Data: Storing user location data to improve geographically targeted offerings. Moreover, I envision a flexible data entry process encompassing: - Manual Data Entry by administrators: Option for admins to input data manually, ensuring the correct configuration and verification of user information. - Automated Da...

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    Ai developer Avsluttet left

    Project Description: We are seeking a skilled AI Developer to join our project on a freelance basis. The goal is to develop an AI-powered tool that automates social media posting for small and medium-sized businesses. This tool will generate content, schedule posts, and analyze performance across multiple social media platforms. Responsibilities:Develop and implem...Experience in UI/UX design. Project Duration: 3-6 months with potential for extension based on performance and project needs. Payment: Payment will be made on a milestone basis, with specific terms to be discussed upon hiring. Application Requirements: Resume or CVPortfolio showcasing relevant projects Brief proposal on how you would approach this project, including any initial ideas for the AI model or platform in...

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    I'm looking to have a simple, yet professional website designed for my travel agency. The main purpose of this site is to provide information to potential clients, as well as encourage them to reach out and inquire about our services. Key Features: - Contact Form: This should be easily accessible on the site, and include fields for name, email, phone and a message. The form should be designed to encourage customer engagement. - Photo Gallery: I want to showcase high-quality images of the destinations, accommodations, and activities that we offer. I need this feature to be visually appealing and user-friendly. - FAQ Section: The site should have a comprehensive FAQ section that covers common questions and concerns of potential travelers. This is an important part of our custome...

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    As a coordinator for special needs kids, I'm on the lookout for a software that meets my specific requirements. The software's main purpose is to manage cases for these special kids. Key Features: - Centralized Case Tracking: The software must enable me to track and manage individual cases efficiently. - Comprehensive Reporting: Robust analytics and reporting functionalities are crucial. This will help me generate the necessary reports for stakeholders and assess the progress of each case. Specific Case Details to Manage: - Personal Information: This includes basic details of the child. - Educational History: Tracking the child's progression in the educational sphere. - Coordinators' Notes: The software should allow me to input and access notes fr...

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    ...Automated Valuation Model (AVM) to predict residential real-estate prices in Butte County, CA. The key features I expect in this model include: - Accurate prediction of residential real-estate prices - Analysis of historical data to inform future predictions - Provision of precise estimates for the identified properties - Use AI (GPT-Vision, Claude Opus, etc...) to analyze listing images and derive more feature data about the listing for the model The ideal candidate will have access to and expertise in utilizing the following data sources for training the model: - Public real estate data - MLS listings - Home sale records - Census data Development should primarily be done in R, and the open source model provided at this link () could...

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    I am ready to do this first project. the delivery time is 3 days, I take a little in reserve, because sometimes the electricity is cut off and then I can't work. the cost will be 30 dollars and will include a new drawing (DWG format), a 3D model in STEP format and a high-quality rendering.

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    I'm in need of a skilled individual who can prepare a Request for Proposal (RFP) document for a software development project. As a brief overview: Scope of Redesign and development of MCF Bilingual Content Management System website with Artificial Intelligence Based ChatBot. Municipal Corporation receives high volume of requests on a daily basis from the citizen of the city it can be in the form of complaint, queries, education etc. It will be impossible to handle these kinds of complaints which are received on daily basis on Manual basis & can’t be feasible and scalable. In order to improve/better the services of the corporation we decided to developed/create its own website with the latest trends/technology based on official Bilingual Content Management system. Th...

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    Objective: Convert actual images into realistic renderings using the Midjourney platform, maintaining the original poses (side and front views). Gender Variations: Develop two versions for each pose: one with a male model and another with a female model. Attire: Female Model: Should be wearing appropriate gym attire, including a sports top and leggings. Male Model: Should be wearing gym shorts; an option to be shirtless should be included. Quality Expectations: The images must be highly realistic and detailed, faithfully capturing the essence of the original poses. It is crucial that the proportions and physical characteristics be natural and precise. Delivery: The images should be provided in high resolution, suitable for use in marketing materials and dig...

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    I would like the face reconstruction from a skull at the age when the person died using the CCFR program. It's for a project at the dental school.

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    I am seeking a 3D modeler to create a low-detail, realistic model from given photographs. This model will primarily focus on applying skin textures. The end goal for these models is to be machined by CNC. - Skills and Experience Required: - Proficiency in 3D modeling and rendering - Ability to apply realistic skin textures to 3D models - Understanding of low-detail modeling for CNC machining purposes - Project Specifications: - Develop low-detail 3D model based on provided photo - Apply skin-like texture to the model - Model should be suitable and ready for CNC machining - Desired Outcome: - A successful project results in a low-detail, yet realistic 3D model complete with skin textures, ready for CNC machining.

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    I am looking for an expert in MS Excel and navigating a website. We will provide a list of certain colleges and universities in the United States, 258 of them. Go to and type the name of the school, then type “athletics staff directory” and hit enter/search. The first site listed will be the staff directory for the athletic department. Scroll down to the Football staff. For every member of the Football Staff who has an email address listed, you need to enter that staff member’s information (School Name, First Name, Last Name, Title, Email Address, Twitter) into the spreadsheet. This is a single project that would need to be completed each year. Pay would be made upon completion of the project. Mode of communication is English.

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    I'm seeking a skilled developer to introduce a subscription-based payment integration feature on my mobile application using Bank's gateway. Expertise in PHP & React Native is essential as these will form the basis of the development framework. Your responsibility would be: - Setting up the Bank payment system on the mobile platform, - Developing a functioning subscription model suitable for the application and its vaired user base. We have 3 types of membership: - Package 1 (1 month - 10 euros) - Package 2 (6 months - 25 euros) - Package 3 (12 months 49 euros) 10 days before the user's membership will expire, inform him via email. If the user does not extend the membership, he will not be able to access the application. It's crucial you have prior expe...

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    ...classifieds listing website specifically for collector cars. Key Features Needed: 1. User Registration & Login - Allow users to register and login to accounts, preferably with social media integration. - Implement both Email verification and password reset options for security purposes. 2. Advanced Search Filters - To make user navigation simpler, include search filters for car price range, make and model, and location. 3. Secure Payment Options - Safeguard online transactions with secure payment options. Ideal Skill Set: - Experience with integrating social media login - Proficient in creating advanced search filters - Expertise in integrating secure payment gateways. Experience in developing similar platforms will be a plus. Please share your related projects in your...

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    ...efficiency by minimizing heat loss or gain. Slide 8: Rebate Programs Rebate Amounts: Customers may qualify for rebates ranging from $0.22 to $0.66 per square foot of insulation installed, depending on specific eligibility criteria and circumstances. Qualification Process: Discuss how customers can apply for and qualify for these rebate programs, which may vary by utility provider or government agency. Slide 9: Expected Installation Duration A complete insulation removal, air sealing, and re-application typically takes 1 day, with larger projects possibly extending to 2-3 days depending on the scope. Slide 10: Impact on Indoor Air Quality Insulation's Role: Properly installed insulation improves indoor air quality by reducing drafts, minimizing dust infiltration, and preve...

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