Models to cinema 4dprojekty

Looking for a skilled AI engineer to build a deep learning model that predicts and classifies brain tumors based on MRI scan images. The model should provide an interface that showcases a yes/no prediction and, if positive, details the type of tumor. Key Responsibilities: - Train deep learning model: Using MRI scan data, build a model that effectively predicts the presence and type of brain tumors. - Design user-friendly interface: We need a UI that displays yes/no predictions and, if a tumor is predicted, identifies its type. Ideal Skills and Experience: - Experience with deep learning and AI models - Proficiency in MRI scan analysis - UI/UX design skills - Medical imaging knowledge would be advantageous

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I am looking for a talented 3D artist to create highly detailed models of our product bottles. The 3D images must be rendered in .glb format and should showcase our bottles in a 360-degree view, enabling potential customers to fully appreciate the design and details of each product. **Ideal Skills and Experience:** - Proficiency in 3D modeling and rendering software, with a strong portfolio showcasing previous product visualizations. - Experience in creating highly detailed 3D models, preferably with a focus on product packaging or similar projects. - Skilled in producing .glb files, with an understanding of the technicalities involved to ensure smooth performance and compatibility across various platforms. - An eye for detail and aesthetics to ac...

Certainly! Creating a comprehensive business project report is a crucial step to evaluate the feasibility and potential success of your cold-pressed oil business. Below is a structured outline for your report: ### Business Project Report Outline: 1. **Executive Summary:** - Brief overview of the business concept, objectives, and key findings. 2. **Introduction:** - Introduction to the cold-pressed oil business. - Objectives of the project. 3. **Market Analysis:** - Overview of the cold-pressed oil market. - Identify target demographics and consumer preferences. - Analyze current market trends and competitors. 4. **Product Analysis:** - Detailed information about the cold-pressed oils you plan to offer. - Nutritional profiles and health bene...

I have a project about moving data from osTicket to Vtiger 8.0 Open Source. Ideal Freelancer Profile: Extensive experience in handling data migration projects, particularly with osTicket and Vtiger 8.0 platforms. Solid grasp of the architecture and data models of both systems to ensure a seamless transition. Proficient in database management and scripting for effective data mapping and transfer. Proven track record of maintaining field relationships' integrity during migration. Project Requirement: Priority on migrating support ticket information from osTicket to Vtiger 8.0, ensuring accurate mapping and transfer of fields. Project Goals: Ensure flawless data migration, particularly of ticket information, preserving data integrity and field relationsh...

Hi, I need an expert to do the following task in MS excel: 1.) Combine 2 economic models 2.) Create a switch between the models 3.) Finetune the dashboards and plots 4.) Create a single input and assumptions sheet 5.) Make the model dynamic to take basic changes in the future Thank You!

...dataset that encompasses a comprehensive range of spare parts specifically for cars available across Europe. This dataset is envisioned to be a vital resource for my project, aiming to simplify the search and procurement of car spare parts within the European market. Key Requirements: - The dataset should include *Part Numbers*, *Descriptions*, and *Prices* of spare parts, presenting a holistic view of the availability and options within the market. - The focus is exclusively on cars, eliminating the need for motorcycle or truck part information. This specificity is crucial for the relevance and usefulness of the dataset in my project. - I prefer the dataset to be formatted as an *SQL database*. This format will facilitate easier integration into my existing databa...

I'm looking for a responsible person, preferably in Romania, to help me create 3D models for my project using the .iges file format. I'm aiming to have around 5-10 different designs. Your tasks would essentially involve: - Conceptualizing and creating 3D models of furniture items, cars, and electronic products. - Using the .iges format to fulfill my industrial design needs. Ideal skills: - Proficient in using 3D modeling software, specifically able to produce .iges files - Industrial design experience - A good understanding of furniture design, car mechanics, and electronics - Romanian language proficiency I count on your professionalism and dedication to bring my project to life. Thank you.

I'm envis...Design:** Proficiency in modern architectural design, with a portfolio that showcases previous projects with a similar aesthetic. - **Sustainability Expertise:** In-depth knowledge of sustainable building practices, materials, and technologies. Certification in green building standards would be highly regarded. - **3D Modeling:** Ability to create detailed 3D models of the home plan to help visualize the final output. - **Communication:** Strong communication skills to accurately interpret my vision and collaborate effectively throughout the project. This project is for an architect or designer who shares my passion for modern design and sustainability. Together, let’s create a home that’s not only a haven for its inhabitants but al...

I'm looking for a skilled freelancer who can craft 3D models and 2D drawings of water tanks. This task supports my goals in design visualization and manufacturing drawings Ideal Skills and Experience: - Proficiency in Fusion 360 for both 3D modeling and 2D technical drawings. - Experience in creating models with intermediate details, including basic hardware features. - Ability to work from specific dimensions to ensure accuracy in the model and drawings. Project Details: - The project involves designing 3 separate water tank models. - Each model must incorporate intermediate-level details, focusing on the structural integrity and necessary hardware. - I will provide the specific dimensions for each tank to guarantee they meet the intended d...

This is a Logo design but further work is needed after winning in order to get the prize. Task #1: Logo design. The logo is for a Ship, called "One Choice" It is a Ferretti 55, we want the design to be sleek, modern, and elegant. Logo must also hint to boats or the sea. After getting picked as a winner, designer must also submit a design of these items described bellow using the logo he/she created. Task #2 With the logo that won, create a design for Shirts (2 models) Towels, Caps, Yeti Cups,

...freelancer proficient in Creo to assist with a series of specific 3D drawing tasks. The project entails creating intermediate-level detailed designs aimed at the consumer products industry. I'm looking for someone who can bring these designs to life with precision and creativity. **Requirements:** - Proven experience in using Creo for 3D modeling - Strong portfolio showcasing designs in the consumer products sector - Ability to interpret concepts and ideas into detailed 3D designs - Familiarity with the technical requirements and standards in the consumer products industry **What I Need:** - Assistance in creating several intermediate complexity 3D models - Someone who can work efficiently and meet project deadlines - Ability to suggest improv...

...photographer and videographer to create compelling content aimed at promoting my business. This project is focused on showcasing various products in both indoor and outdoor settings, capturing their lifestyle and how they can be used in real life. The final images and videos will be utilized across a range of platforms including our website, social media channels, and promotional materials to engage our audience and drive sales. REQUIREMENTS 1.) Professional Photography & Videography Skills: Proficiency in capturing high-quality, creative images and video content. 2.) Experience with Product Photography:A portfolio that demonstrates your ability to highlight product features and integrate them into lifestyle and documentary-style backgrounds. 3.) Flexibility...

...for a skilled 3D animator who can bring a cartoon world to life for an entertainment project. This animation will be the heartbeat of a creative venture that aims to captivate through either a short film or a music video. **Key Requirements:** - **Expertise in 3D Animation:** You should have a solid grasp of 3D animation principles and be able to produce high-quality cartoon-style animations that are vibrant and engaging. - **Creativity in Storytelling:** The ability to convey stories through engaging animations is crucial. I'm looking for someone who can breathe life into characters and settings in a way that resonates with audiences. - **Technical Skills:** Proficiency with 3D animation software (e.g., Blender, Maya, or Cinema 4D) is a...

I'm in the process of transitioning my home to renewable energy and need an expert in solar panel installations to develop a comprehensive solar design. This project aims to make my residence both energy-efficient and environmentally friendly. I seek a detailed and sophisticated approach, including 3D modeling and shading analysis, to ensure the maximum efficiency of the solar panels throughout the year. **Key Requirements:** - **Experience in Residential Solar Projects:** Demonstrable experience with designing solar systems specifically for residential use. - **3D Modeling & Shading Analysis:** Proficiency in creating detailed 3D models of solar setups and conducting shading analysis to predict energy generation accurately. - **Equipmen...

...mathematical modeling to embark on a project that leverages Python for sophisticated analysis and problem-solving. This endeavor aims to harness mathematical modeling to tackle a variety of challenges, which may include predicting future outcomes, optimizing processes, or decoding the intricacies of complex systems. **Required Skills and Experience:** - Proven experience in mathematical modeling projects. - Deep proficiency in Python, with a portfolio that demonstrates applied skills in mathematical or scientific computing. - Strong analytical skills, with a knack for problem-solving and the ability to interpret complex data sets. **Ideal Candidate:** - You are the perfect fit if you have a rich history of utilizing Python to develop and implement ef...

I'm embarking on an exciting project to create a series of 3D animation videos tailored specifically for teenagers, ages 13 to 18. Each short will range from 1 to 3 minutes, striking the perfect balance between conveying a captivating story and maintaining the audience's attention. Ideal Skills and Experience: - Expertise in 3D animation with a portfolio showcasing previous work targeted at a teenage audience. - Strong storytelling abilities, capable of crafting engaging and relatable narratives for the 13-18 age group. - Proficiency with 3D animation software such as Blender, Autodesk Maya, or Cinema 4D. - Ability to collaborate and take direction to bring creative ideas to life while adhering to the project's...

I am seeking some who has the interface and skill to image Event Data Recorder (EDR) information from a recent model year Ford Escape. This project is import in to a lawsuit. The ultimate goal is to obtain a comprehensive understanding of the vehicle's condition and behavior moments before an incident, particularly speed, acceleration/deceleration, impact forces etc - **Crash Data:** A detailed account of the crash scenario, including impact forces, acceleration/deceleration patterns, and the sequence of events leading up to the crash. - **Comprehensive Data Collection:** Accumulation of all pertinent data that can shed light on the vehicle's performance and condition at the time of the incident. **Freelancer Skills & Experience:** I am lookin...

...project: - **Bilingual Brilliance:** You must weave words seamlessly in both Malay and English, catering to our diverse audience with precision and flair. - **Gearhead Knowledge:** Having a passion for or knowledge of motorcycles will put you at the front of the race. It’s crucial for creating authentic and engaging content, whether it's analyzing the latest bike models, sharing top riding tips, or covering the most thrilling motorcycle events. - **Social Savvy:** An understanding of social media trends, and the capability to craft share-worthy posts is key. Your expertise will drive our brand’s visibility and engagement. - **Creativity & Reliability:** Bringing fresh, innovative ideas to the table consistently and meeting deadlines is w...

Seeking a talented animator proficient in Cinema 4D to develop a children's video. The goal is to create engaging 3D animations targeting an audience aged 2-4 years old. Key Skills and Experience: - Proficiency in Cinema 4D - Proven experience with 3D animation - Past work with children's content is highly regarded - Understanding of age-appropriate visuals and storytelling techniques Your animation style should be playful and vibrant, capturing the attention of our young audience. Let's create something special together!

I am seeking a skilled developer to create an innovative solution for aggregating and summarizing news content. This project involves leveraging Azure API Bing to efficiently search and gather relevant news articles. Subsequently, the system will utilize OpenAI's advanced language models to intelligently synthesize and format these articles into a coherent and concise news feed, ready for publication. Key Responsibilities: Integration with Azure API Bing: Establish a robust connection with Azure API Bing to search and retrieve news articles based on predefined criteria or keywords. Content Processing and Summarization: Implement OpenAI's language models to analyze, summarize, and reformat the content of the news articles. The sy...

Hi, I need the following changes and addition to my website The website is complete about 80-90%. A lot of changes are minor and some require just changing he settings and can be done in few hours and the rest could take few days or maybe more, depending on your experience and expertise with such websites. 1. Capital letter to be removed from most of the page Arrow to go Up. Only Arrow. No box to hide anything. Logo Could have link to Home Page. Some more Boxes could go Blue on Hover like MAKE AN OFFER box. Loan Calculator Box to be renamed as Model Specification and I should be able to upload a PDF or JPEG there. The link to upload this document has to be on the ADD YOUR ITEM page. Full Stop to be removed and put ...

From craiglist website I want listing of used cars from USA only Filters Usa as country Seller private Listing current day only Car models from 1975 to current Data I need Car name Description If seller included number with captcha button I need that number (really important) All three things should save in excel data One more important thing listing should not be ever copied the same I will only proceed with person who show me past experience

I'm looking for a talented individual or team to bring a visionary multiplayer game to life across both iOS and Android platforms. The core of this game will revolve around engaging multiplayer gameplay with a competitive edge, empowered by an online leaderboard to track progress and foster a community of gamers aspiring for the top spot. The game's revenue model will primarily focus on tournament entry fees, leveraging the competitive nature to fuel participation and growth. **Ideal Skills and Experience:** - Proficient in cross-platform development tools (e.g., Unity, Unreal Engine) - Strong background in mobile game development, specifically for iOS and Android - Experienced in integrating online multiplayer functionalities - Capable of implementin...

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I'm looking to build a cutting-edge platform that connects owners of computer hardware and servers with developers or customers in need of server space for various tasks such as AI processing, hosting, backend operations, and video processing - think of it as the Uber for server space. To bring this vision to life, I need a freelancer with expertise in the following areas: We have developed a platform that is pretty robust in this space and are looking for developers who have developed something similar we can integrate our platform with in this space. Please contact us and let us know what you have built and if your solution can be integrated with ours that is a very powerful and robust platform in this space. We are looking for products / source code that you h...

...training/gpu for example/k8s run the following evaluations using hugging face API. ➢ 3 Models: Falcon 7B, Llama 2 7B, Phi-2 ➢ 6 Tasks: HellaSwag, MMLU, wikitext, Lambada, ARC Challenge, TruthfulQA ➢ Compute Cluster: 4x Nvidia Tesla V100 Your goal is to reach the fastest speed and minimal cost for running all these evaluations on a given compute cluster. You can employ any method that you can think of to accelerate this process (using only a single instance of the provided computing). The final job you create should include producing all evaluations on all tasks and all models provided. Please provide the following results for your final job: ➢ The total cost of the final run. ➢ The total time it took the run to complete. ➢ A written report on the dev...

Requirements: I'm in immediate need of an expert data scraper to scrape all the information (including business names, addresses, city, state, email addresses, phone numbers etc.) on every website with the domain ending with . located in the United States, as well as their corresponding Google Maps listing and info, which can be accessed by clicking into the map in the Contact Us section at the bottom of each page. For example: https://www.google.com/maps/place/White+Mountain+Bagel+Co/@44.038117,-71.6760578,17z/data=!3m1!4b1!4m6!3m5!1s0x4cb4822e42adb391:0xecf31448c825e8f7!8m2!3d44.038117!4d-71.6760578!16s%2Fg%2F1th0xz15?entry=ttu Ideal Skills and Experience: - Proven experience in web scraping, particularly with sites ending in .

...highly skilled freelancer to conduct a detailed review focusing primarily on identifying security vulnerabilities and optimizing the code base. My goal is to ensure these contracts are not only robust against potential security threats but also optimized for performance, making them as efficient as possible. **Key Objectives:** - **Security Vulnerabilities:** The audit should rigorously test for any potential security issues, with a special focus on: - Implementing and enhancing encryption measures to safeguard against unauthorized access. - Ensuring robust access control mechanisms are in place to restrict functions to authorized users only. - **Code Optimization:** Alongside security, the optimization process should aim at: - Refining the co...

...training/gpu for example/k8s run the following evaluations using hugging face API. ➢ 3 Models: Falcon 7B, Llama 2 7B, Phi-2 ➢ 6 Tasks: HellaSwag, MMLU, wikitext, Lambada, ARC Challenge, TruthfulQA ➢ Compute Cluster: 4x Nvidia Tesla V100 Your goal is to reach the fastest speed and minimal cost for running all these evaluations on a given compute cluster. You can employ any method that you can think of to accelerate this process (using only a single instance of the provided computing). The final job you create should include producing all evaluations on all tasks and all models provided. Please provide the following results for your final job: ➢ The total cost of the final run. ➢ The total time it took the run to complete. ➢ A written report on the dev...

...understanding of business logic models and plan writing to create a comprehensive business plan that will be presented to investors, potential partners, and internal stakeholders. This is not only a business proposal, but it also aims to win grant applications. Key Requirements: * Incorporation of a solid logic model into the business plan. * Analysis of the market, including competitor insights. * Detailed financial projections focusing on revenue increase. * Assessment of possible risks and establishing the probability of safety measures. The purpose is to pitch for funding while highlighting the practicality and potential success of the proposed business model. Ideal freelancer should have: * Proficient in business management and economics. * ...

...training/gpu for example/k8s run the following evaluations using hugging face API. ➢ 3 Models: Falcon 7B, Llama 2 7B, Phi-2 ➢ 6 Tasks: HellaSwag, MMLU, wikitext, Lambada, ARC Challenge, TruthfulQA ➢ Compute Cluster: 4x Nvidia Tesla V100 Your goal is to reach the fastest speed and minimal cost for running all these evaluations on a given compute cluster. You can employ any method that you can think of to accelerate this process (using only a single instance of the provided computing). The final job you create should include producing all evaluations on all tasks and all models provided. Please provide the following results for your final job: ➢ The total cost of the final run. ➢ The total time it took the run to complete. ➢ A written report on the dev...

...knack for creating intuitive and appealing layouts for my business. The primary purpose of this website is to generate sales leads. Therefore, your design needs to engage potential customers effectively and drive them towards timely conversions. Requirements: - Designing a WordPress website that significantly surpasses my competitors in terms of appeal and usability - Ensuring design consistency across all product listings, focusing primarily on layout and user experience - Streamline the online shopping experience to enhance customer convenience as much as possible and boost sales. - Modifying current product descriptions to make them more engaging and informative (Many different models, all descriptions must be correct) - Mobile Responsiveness - S...

site must have all the features as make model references car parts (original codes and oems as tecdoc) 4.Download-upload price lists (warehouses) with individual settings. Individual discounts, margins Web services (edi) systems filters for upload the database (models, products,etc) 10. Search bar as tecdoc

I am a final year student. I need someone to build my major project. Topic: Predicting Solar Radiation using ANN and RNN **Project Goals and Objectives:** - Review Paper - Research Paper - Working Model **Ideal Skills and Experience:** - Proficient in deep learning frameworks such as TensorFlow or PyTorch. - Proven track record in developing and deploying deep learning models, with a portfolio to showcase past projects. - Strong analytical skills with the ability to select appropriate algorithms and technologies based on project requirements. - Exceptional problem-solving abilities and the willingness to explore uncharted territories within the deep learning landscape. - Effective communication skills to regularly update on project progress. G...

I am looking for a skilled machine learning engineer or data scientist, proficient in Python, to build four large language models trained specifically for biomedical named entity recognition. My requirements are: - Develop large language models to perform biomedical named entity recognition. - Models must be built using Python. Knowledge in TensorFlow, Keras or PyTorch is helpful. - Models will be trained using a specific dataset I will provide, so experience in training language models with specific datasets is essential. - Ideally, you should have experience or understanding in bioinformatics. - Provide thorough documentation on the model architecture and training process. This project aims to extract meaningful information from b...

...system to effectively capture rainwater from the neighbors' yards and drain it. - Design a sitting wall along the back (stone or brick) for additional seating and act as a retaining wall for the small hill in the back. - Add stone steps on the left side with an area to store two garbage bins for aesthetic and practical purposes. - Include a plan for a small greenhouse that matches the Traditional American backyard aesthetic on the right side of the existing deck. -Include a materials list along with the plans Skills and Experience: - Proven landscape architecture and design experience, especially with small spaces. - Strong knowledge of modern design principles. - Experience in selecting and arranging shade-tolerant plants. - The ability to create detailed b...

As a Django Python web development project underway, I am urgently seeking a skilled Socket-IO developer to aid in the real-time communication element of my project. The targeted skillset includes proficiencies as follows: - Strong Python skills with Django framework experience & understanding Node.js Backend Code. - In-depth understanding of Socket-IO for real-time communication. - Experience in two-way communication between w/ socket-io devices. - All Models and Views are already developed and Socket-IO is setup, we have our socket-io implemented in Node.js and we want that to work in Python Socket-IO. - You will be working in a Team and will have access to both the developer of the device and all resources / questions you need will be answered immediatel...

I'm looking for an experienced freelancer who can conduct a multiple linear regression analysis to help me understand the relationships between various variables. I need this analysis to be done using SPSS software. Here's a bit more about what I'm hoping to achieve and the ideal skills and experience required for this job: - **Objective**: To use multiple linear regression analysis for identifying and understanding the relationships between selected variables. The ultimate goal is not to predict future outcomes but to get a clearer picture of how these variables interconnect. - **Details Required**: - Perform the analysis using SPSS. - A basic summary of the findings is sufficient. While I'm interested in the substantial ...

I'm embarking on an exciting project to develop a Flask-based web application designed to manage and manipulate highly complex datasets. This web app will be a cornerstone in simplifying and enhancing our data interaction capabilities. My aim is to make this tool not just functional but indispensable for users needing to work with intricate data relationships and types. **Core Requirements:** - **Flask API Development:** Proficiency in Flask is crucial. You should be comfortable setting up the foundational structure of the web app, ensuring scalability and efficiency. - **Complex Data Modeling:** Experience in designing and implementing models for highly complex data is a must. You'll need to devise schemas that effectively capture mult...

I'm in need of a meticulous QA tester to ensure the impeccable quality of various 3D content within a virtual world environment I am developing. Here's what I need you to focus on: - **Comprehensive Testing**: Evaluate characters, environments, and objects to identify any defects or issues. - **Quality Analysis**: Assess visual quality to ensure that textures, models, and lighting meet our high standards. - **Animation Review**: Scrutinize character and object animations for fluidity and realism. - **Interactivity Exams**: Test the interaction between user inputs and 3D content to ensure responsiveness and functionality. - **Script Inspection**: Examine any underlying scripting linked to content behavior for errors or inconsistenc...

Need detailed drawings to be created form provided information. see attached drawings Budget: 10$each Time line: 2 weeks Drawings: need to be completed in inches Must be completed in Solidworks Requirements: Must have manufacturing/design and wood experience. Design product in Solidworks only based on the provided file Models and detail drawings with BOM required. Show hardware in detailed shop drawings. Sub-assemblies are required. Measurements & dimensions to be completed in Inches. Must use standard materials and hardware per attached file (if applicable) CNC layout (if applicable) Correct parts labeling required. 3-week time frame, if time frame is missed then project is cancelled and 0 stars Tolerances must be drawn and labeled

...vision to life for an entertaining 3D animation video in Hindi. This video should captivate viewers with its story and animation quality, aiming for a length between 8 to 12 minutes. Here is what I am looking for: - **Video Length:** The final product should be 8 to 12 minutes long, striking the perfect balance between depth of story and maintaining viewer interest. - **Theme/Message:** This animation should be entertaining, capable of engaging a wide audience while also being memorable. - **Animation Style:** I am specifically interested in 3D animation for this project. The chosen style should be visually appealing, with rich textures and colorful scenes to draw the viewer in. **Ideal Skills and Experience:** - Proficient in 3D animation software (e.g., B...

...plans and a comprehensive material list from existing plans of a residential building. My aim is to utilize these documents to acquire materials, involving brands and product models, and to contract an erector for the construction phase. **Requirements:** - Create detailed structural plans from provided residential building plans. - Generate a complete material list, specifying brands and product models for every item required in the construction. This list should be exhaustive and include everything from basic building materials to finishes such as paint and tiles. - The final deliverables will be used to facilitate shopping for materials and hiring an erector, hence accuracy and attention to detail are paramount. **Ideal Skill...

...skilled freelancer to develop an intermediate-level simulink model for a wind-driven self-excited synchronous reluctance generator with a damper windings focusing on variable speed control, power output analysis and qd0 model of the generator. **Key Features to Include:** - **Variable Speed Control:** Implement a robust method allowing for the efficient management of generator speed in varying wind conditions. - **Power Output Analysis:** Develop functionality to analyze and report the generator's power output, optimizing it for various operational scenarios. **Development Platform:** The model should be developed using Simulink. Familiarity with MATLAB for supporting tasks is also expected. **Ideal Skills and Experience:** - Proven experience in developi...

...APP that use augmented reality to wear virtual shoes on feet. We are seeking a highly skilled and motivated software developer with experience in the following areas: • Machine Learning and Data Science: • Proven ability to autonomously train machine learning models. • Practical experience in implementing machine learning algorithms and analyzing data. • Proficiency in data preprocessing and model optimization. • Computer Vision: • In-depth knowledge of principles and techniques in computer vision. • Ability to work with common image processing libraries and frameworks such as OpenCV and TensorFlow. • Experience in image processing, object detection, motion tracking, and more. • Geometry and Augmented Reality: &b...

I'm in need of a compelling and dynamic promotional video that vividly introduces and highlights our cutting-edge trading software that allows you to create strategies, algorithms, and quant models, tailored for the trading and stock market and other financial instruments via drag and drop or C#. The purpose of this video is not only to educate but also to fascinate our target audience - professionals in trading, stock markets, backtesting, and quant analysis - by showcasing the effectiveness and sophistication of our tools and methods. **Key Requirements:** - **Creative Conceptualization**: Ability to translate our trading solution's technicalities into an engaging, easily digestible narrative for our viewers. - **Technical Proficiency**: Com...

I want to build a model for node classification task on my datasets. I worked with GCN, GAT, and graph sage models which are pre-existing models and also i read some recent research papers in which they are using some Augmentation Techniques or some feature learning approach to improve the performance of the model. currently, I am building a hybrid model with a combination of (GCN+GAT) but i have achieved only 78% accuracy on the Cora dataset which is not that much I want to improve the accuracy between 86 to 90%. I have six datasets on which I want to apply that model.

...in Arabic and English to oversee a variety of content types. --The primary objective of Content Reviewers is to assist in building generative AI models and evaluate diverse content, including audio, video, text, and photos. --Reviewers will be responsible for making individual judgments and decisions based on provided guidelines to support project objectives. --This role requires attention to detail, critical thinking skills, and adherence to task guidelines. If you are passionate about contributing to AI advancements and have a keen eye for content evaluation, we encourage you to apply. Ideal Candidates Should Possess: - Bilingual Fluent in Arabic and English language skills. - Strong background in content review, editing, or ...

...applications that incorporate Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) technologies. The objective of this project is to develop a sophisticated application capable of extracting personalized information from documents provided by users. This extracted data will subsequently be uploaded to a vector database for further processing and analysis. **Core Requirements:** - **Data Extraction Mechanism:** Implement a Python-based lambda function that interfaces with either Bedrock LLM or a similar service. This service can be hosted on the cloud or run locally, depending on the project's needs and constraints. - **Predefined Questions Interaction:** The lambda function should be designed to automatically pose 20 predefined ques...