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    Engaging a dedicated and experienced freelancer to partner with me in the exciting "Image Matching Challenge 2024 – Hexathlon challenges" by Kaggle. YOUR ROLE: - You'll be contributing your Machine Learning expertise for the coding and deployment of the models. MY ROLE: - As for me, I'll cover the other areas of the project aligning with my skills. REQUIREMENTS & EXPERIENCE: - Have previously participated in Kaggle challenges - Strong expertise in Machine Learning - Ability to work well as a part of a team This is a great opportunity to exercise your Machine Learning skills and contribute to challenging Kaggle competitions. Let's tackle this challenge together! No budget for this challenge, wanted to just participate.

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    I am looking for a SolidWorks expert with substantial experience in 3D modeling. Your primary task will include: - Creating 3D models of mechanical parts - Working closely with the specifications and dimensions I provide. Your ongoing accuracy and attention to detail will be critical to the project success. Prior experience in modeling mechanical parts is a plus. ******** I have a design for a car that runs on a track. It was made by SolidWorks 2023 and there are also files in stl format. The model needs to be finalized and improvements made...while maintaining a light file.. *******

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    Two 3D Models for Enclosures :- 1) 4 connectors at one end, 3 at the other 2) all connectors on one end

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    1 month SEO Actors and Extras and Catch A Star

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    ...market-to screen stocks based on simple financial models. In creating those models you must use earnings per share and sales per share as the key underlying variables. Furthermore, you must build the spreadsheet so that the user can enter information for up to a minimum of 5 stocks. You should populate the input section of the spreadsheet with data from at least five stocks from a sector of your choosing. Ideal Skills and Experiences: - Extensive financial modelling experience - Knowledge of stock markets and investment - Familiarity with current market trends Application Requirements: - To stand out as a candidate, detailed past work within this specific field is necessary. Show me practical examples where you developed similar financial models. Minimum require...

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    ...Research Assistant, highly proficient in Python to assist me develop ML+DL algorithms for a specific project. Key Responsibilities: * Step 1: Regenerating Exact same graphs shown in PDF using same dataset * Step 2: Apply other various ML + DL algorithms for future prediction and Obtain better results in term of accuracy, precision, F1-score, RMSE, ME, MAE, RMSE, MAPE etc then already applied models * Step 3: Documentation of the work, along with a discussion to validate the model's usage ,compare with step 1 results and justify it as a Scientific research. Ideal Skills & Experience: * Proficient in Python programming language * Prior experience in Machine Learning and Deep Learning algorithms * Anyone with Past Experience as a research assistant will be highly app...

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    I need an experienced designer to create comprehensive PDF drawings of grease arrestors. Both 2D and 3D representations are required. The design goal is to create a system that effectively prevents grease from entering drains. Key responsibilities: - Creating detailed and accurate 2D and 3D drawings - Designing a compatible mould Ideal skills: - Proficient in Inventor CAD software - Comprehensive understanding of mould design. Models we need Drawn. B.GH.5000 B.GH.4000 B.GH.3000 B.GH.2000 B.GH.1500 B.GH.1100 B.GH.600 Each size will have 3 parts, Top, Bottom and Baffle. Moulds will need to be like the attached mould drawings. Follow Brochure for Sizing.

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    I am in need of a skilled Android apps developer who can help me build an exciting lifestyle app. This app falls under the niche of automobile lifestyle and it is targeted towards car enthusiasts. Key Features: - Car paint editor: Users should be able to experiment with different car paint colors and visualize how various colors and shades would look on different car makes and models. - Rims editor: An integrated feature to allow users to try out different styles and sizes of car rims, and see how they would look on their cars. Skills and Experience: - Prior experience in developing lifestyle apps, particularly within the cars or customization industry. - Proficient in Android app development and programming. - A strong understanding of design aesthetics, to ensure the ap...

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    I'm seeking a proven devel...advanced predictive machine learning model using Streamlit. Key tasks include: - Machine learning model deployment on Streamlit: this is the prime requirement and thus calls for solid understanding and application of this innovative data science framework. - Working with predictive model: your fluency in designing and deploying predictive models will be needed. - Familiarity with Numerical and Categorical data: experience in training machine learning models on Numerical & Categorical data is required. Those with a concrete background in machine learning, data analysis, and previous exposure using Streamlit are highly encouraged to apply. Delivering high-quality code on time is key, as we value our time-to-market. Let's build ...

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    I'm seeking a proficient deep learning engineer familiar with generative AI models. This project involves tasks typical of the development of these models, requiring you to have a broad understanding of data preprocessing, model training, and algorithm development. Ideal Candidate: - Has a robust understanding and experience in Python, TensorFlow, and PyTorch - Can complete tasks within a strict 3-day deadline - Accepts fixed amount project payment, non-negotiable Please Note: - This project isn't available for new freelancers - Applications without past work, experience, or detailed project proposal will not be considered

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    I'm in need of an expert who can design an advanced market making bot to operate on Solana DEX. Key requirements: - Integration of predictive algorithms for efficient and profitable trades - Incorporation of standard deviation pricing for risk management - Effective reserve management to ensure liquidity is maintained While I'm not entirely sure about the trade frequency, it'd be useful to have this element be adjustable - depending on overall market conditions. For the successful participant, familiarity with Solana blockchain and prior experience in developing similar trading bots is crucial. Knowledge of predictive algorithms and pricing models will also be a significant advantage.

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    I am looking to have a custom CAD design created for a large, floor-standing home audio loudspeaker with specific features. Here are the project requirements: - Expertise in loudspeaker design and acoustics - Previous experience designing home audio systems - Comfort with CAD software and generating detailed, accurate models Design Requirements: - Intended for home audio use - Large, floor standing model - Incorporation of various specific details (will be discussed directly) Preferred Skills: - Strong understanding of acoustics and audio technology - Proficiency in CAD software - Familiarity with home audio aesthetics and trends.

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    I'm looking for a skilled 3D artist and rigger who can bring to life stylized animal and fantasy characters. The work will involve creating medium-poly 3D models with moderate detail. Requirements: - Experience in creating stylized 3D characters - Proficiency in rigging 3D models - Proven track record of creating appealing animal and fantasy characters - Ability to achieve an appealing aesthetic with medium level of detail. Ideal candidates will possess a strong creative vision and the technical skills to execute it. Please include examples of similar work in your proposal. Initial scope will be one fully modeled and rigged hero character, in a mid-poly stylized form. Deliverables should include the low-poly rigged character in Blender (v3.5 or higher) as well as any...

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    I am currently in need of an experienced 3D animator who specializes in using Blender for product animation. The animation produced will be utilized for production purposes. Necessities for this project: - Advanced knowledge in product animation and creation of high-quality 3D models - Extensive hands-on experience with Blender Additional Preferences and Details: - Prior experience in creating animations for production will be highly valued - Excellent attention to detail and creative approach - Ability to deliver within agreed-upon timelines Potential bidders should be able to present a portfolio or samples of their previous projects, particularly those involving product animation. The duration and budget for this project will be discussed in the negotiation phas...

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    ...requirement of this project is the utilization of cutting-edge cloud and blockchain technology to ensure the generation of secure E-invoices which can be stored in real-time on our server. Notably, the target audience for this system extends across small businesses, medium-sized enterprises, and large corporations, necessitating a versatile working approach. Your understanding of varying business models and needs will be crucial for this project's success. Furthermore, I desire a clean and professional design for all components of the system that reflects modern design principles without compromising functionality. Ideal Skills and Experience: - Proven experience in API, mobile app, and website development - Proficiency in cloud computing and blockchain technology - Ex...

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    We are currently working on an oil and gas projet. We already prepared the loads on excel, prepared the 3D models, and the load combinations. We need an experienced engineer to add the loads, and the design of the structure.

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    ...into the company’s business and financial models, including strengths and weaknesses, together with opportunities and recommendations for future improvement. (suggested word count: 750 words) 2. Qualitative and quantitative assessment and evaluation of the IT/IS proposal. (suggested word count: 375 words) 3. A forecast valuation range for the equity of Viniculture PLC using a free cashflow model (based on the 2016 forecast prepared by our finance team and the external consensus view of analysts for 2016). Justify and explain any assumptions made, interpret the results and consider possible implications for the business and its equity shareholders. (suggested word count: 375 words) Ideal skills and experience: - A deep understanding of cash flow models and how they...

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    I require an accomplished 3D artist with expertise in high-detail building modelling to construct a realistic, SketchUp 3D model of a G+4 hospital building's exter...model of a G+4 hospital building's exterior. The project entails: - Sculpting highly detailed and textured 3D elements to accurately represent the exterior of a multi-story hospital. - Delivering the final product in SketchUp file format. The ideal candidate should: - Have significant experience in architectural 3D modelling. - Demonstrate proven skill in creating highly detailed and textured models using SketchUp. - Provide examples of textured building exteriors they have created. I look forward to witnessing the transformation of my G+4 hospital building into a visually engaging and textured 3D mode...

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    ...creating meaningful, lasting connections. We're now looking for a talented Computer Vision Expert to join our team and help us develop a groundbreaking machine learning model that identifies similar individuals, enhancing our matchmaking capabilities. **Role Summary:** As a Computer Vision Expert, you'll be at the forefront of our technological development, creating and implementing machine learning models that can analyze and recognize visual similarities among users. Your work will directly contribute to our core matchmaking algorithm, enabling our app to offer unique and deeply compatible matches based on visual cues and preferences. **Key Responsibilities:** - Design, develop, and deploy advanced computer vision algorithms that can accurately identify similaritie...

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    We need local collaborative support, with possible visits to the client location. Remote work is not possible. I'm looking for a skilled engineer to take up the challenge of designing mid-sized metal supports and enclosures for machine vision cameras. Your responsibility will involve creating 3D models and subsequent plans for our machine vision camera system, and coordinating the manufacturing process. Key Responsibilities: - Design mid-sized metal supports and enclosures for machine vision cameras - Generate SolidWorks 3D models and engineering drawings - Manage manufacturing process Ideal Skills for the Job: - Proficiency in mechanical engineering and design - Strong skills in 3D modeling using SolidWorks - Experience with mid-sized industrial design proj...

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    We are seeking a talented and passionate Cryptocurrency Content Creator to join our team. As a Cryptocurrency Content Creator, you will be responsible for producing engaging and informative 3-5 minute YouTube videos on various topics related to cryptocurrency, blockchain technology, and digital assets. Leveraging advanced AI software, including ChatGPT a...up-to-date with the latest trends, news, and developments in the cryptocurrency space to incorporate into content creation. Video Production: Collaborate with the video production team to ensure high-quality production standards are met, including video editing, graphics, and animation. Requirements: Experience with AI Tools: Proficiency in using AI tools such as ChatGPT or similar language models to generate content is highly ...

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    I'm in need of an experienced Python developer, specifically skilled in TensorFlow, PyTorch and scikit-learn. The project requires the creation of various AI models, including image recognition, natural language processing and a recommender system. Key Responsibilities: - Generate AI models. - Write code that produces desired output format - CSV. Ideal Skills: - Proficient in Python, TensorFlow, PyTorch, and scikit-learn. - Experienced in AI model generation, particularly image recognition, natural language processing, and recommender systems. This project requires a developer that can think creatively, problem solve efficiently, and meet deadlines. If you have the experience and skills, I look forward to potentially working with you.

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    ...blender or Zbrush. - Models need to be 100% solid without exception. - My price is non-negotiable, so please don’t start chatting to me to try and negotiate price. - Do not cut and paste a pitch/response to this or I won’t take it seriously. - Message me some pictures of your photoreal 3D sculpting of PEOPLE if you want to be considered. - If this job is done properly, plenty more jobs. - The Project MUST be completed by April 7th as it is for a birthday on the 10th and I need a couple of days to print it. NOTE: The model is of the woman and three children. We can make an adjustment so it looks like they are on a single couch. Will need to include their legs even in the model, will have to use imagination for that. Can provide reference p...

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    More details: Which platform would you prefer to run your campaign on? Both What is the main goal of your Instagram campaign? Lead generation What is the target audience for your Instagram campaign? Parents

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    10x AI/3D models required for game that can talk and actions according to conversation. They need to look different from each other and be able to understand commands and look and act like a human. Users will pay for time with the model/bot and it will need to be able to respond and act in response to a list of commands Crypto payments will be incorporated as will a coupon function. Site will also have referral function. Site will need admin panel to run the site and pay referrers etc.

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    I'm in need of an expert graphic designer with skills in 3D Augmented Reality. The project will revolve around the visualization of licensed characters and a background building scene in an immersive AR environment. Key Responsibilities: - Utilize existing 3D models and assets to create a vivid and engaging AR experience. - Ensure the character & scene visualization aligns with existing branding and aesthetic guidelines. Ideal Skills & Experience: - Proficiency in 3D graphic design software - Previous experience in AR app development - Experience with character and scene visualizations - Strong aesthetic and conceptual skills - Ability to adhere to project deadlines and provide regular updates. Your portfolio showcasing similar projects will greatly influ...

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    I'm searching for a 3D modelling expert capable of breathing life into the current model I have, created using Blender. The aim is to transform the visual appeal significantly by enhancing ... created using Blender. The aim is to transform the visual appeal significantly by enhancing the below areas: - Texturing - Lighting - Surface Details Following the improvements, the final product will be utilized extensively for advertisement purposes. Ideal candidates should possess tangible experience in Using Blender and must showcase a strong portfolio augmented with photorealistic 3D models, particularly with a focus in improving texturing, lighting, and surface details. A background in advertisement-related renders will be a valuable asset to this project. Let's make amaz...

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    Find 4 only fan models for beta AI chat assistant

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    ...existing model used for oil flow forecasting in pipelines. While the current model employs a weighted average technique, there's a need to reduce the forecasting error. Therefore, I'm looking for someone with: - In-depth knowledge and experience with forecasting models such as ARIMA, SARIMA, Prophet, and LSTM. - Track record of successful performance enhancement in forecasting models. Your main task will be to - Review and understand the existing baseline model. - Identify shortcomings and avenues for improvement. - Develop and implement solutions aimed at specific goal of reducing the forecasting error. Ample experience and a strong understanding of forecasting models are essential, as the project calls for the ability to critically evaluate a...

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    ...seamlessly integrating them into our website. The aim is to offer a diverse array of AI models in one centralized platform, eliminating the need for users to search extensively. We highly value innovation and encourage candidates to propose solutions that leverage these existing codes to develop our own proprietary models. Our primary target market comprises countries lacking access to international union banks, making it difficult for them to procure foreign AI models. To address this, we plan to facilitate local payments using the respective country's banking APIs. Considering the high inflation prevalent in these regions, it's imperative that our subscription services remain affordable. Additionally, we may need to implement censors...

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    I'm seeking an experienced Python developer to des...model for stock trading. The aim of this project is to use Python as a tool for accurate predictions in stock trading rates. Your expertise in ML model development will be crucial for this project. The ideal candidate should possess: - Profound knowledge in Python. - Experience in creating machine learning models. - Experience in finance or stock trading would be beneficial. - Understanding of various machine learning algorithms, as the specific algorithm was not provided, we need a developer versatile in all. Your job will be to develop a robust ML model that can accurately forecast trends in stock trading. With the power of Python and your expertise, I am confident we can develop a tool that will revolutionize...

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    I am in need of a skilled and well-experienced Fivem developer, who will help me enhance my project with fresh, custom features. I have in mind a few robust customizations that I'd love to see come to life: - Custom server scripting: For this aspect, proficiency in Lua is quintessential. The coding should be clean and well-organized to ensure smooth and efficient operation of the server. - Custom vehicles and models: A key aspect of our project's appeal is its immersion. Thus, the vehicles and models should be designed with a realistic aesthetic. Previous experience in creating true-to-life models is preferred. - Custom UI and menus: The interface should be user-friendly, engaging, and aesthetically pleasing. An eye for details and a knack for intuiti...

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    I'm in need of an experienced 3D artist for creating highly detailed, realistic 3D renderings of 8 styles of work boots. The primary use of these renderings will be for marketing and advertising. Therefore, the level of detail needs to be high enough for close-ups and keen viewings. Ideal Experience - Extensive experience in 3D rendering, specifically for detailed items like shoes. - A strong portfolio of realistic 3D renders. Expectations - Utilising the provided boot style designs to create ultra-realistic 3D models. - Ensuring high resolution for clear close-up shots. - Delivering the final 3D renders in a format suitable for marketing and advertising uses. See the attached example of the shoes to be rendered.

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    I'm looking for an experienced developer to create a virtual try on feature for my website. • The feature should include tops, bottoms, and accessories for users to virtually try on. • As I don't have existing 3D models, the hired freelancer must be able to assist in creating 3D models for each garment. • To optimally lead this project, the freelancer should have a background in both web development and 3D modelling, alongside experience in building similar features or platforms. • I would appreciate any sent examples of past work related to this project. The end result should be a user-friendly, efficient addition to my site that allows consumers to visualize how our products may look on them.

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    I am seeking a proficient AI developer to create an image recognition model specifically designed to classify images into the "Buildings" category with a high degree of accuracy. Desired Skills: • Strong experience in AI model design and implementation • Expertise in image rec...specifically designed to classify images into the "Buildings" category with a high degree of accuracy. Desired Skills: • Strong experience in AI model design and implementation • Expertise in image recognition technology • Familiarity with image classification within the category of buildings • Track record of achieving high accuracy in complex categorization tasks Please provide examples of similar models you've developed in the past. Be prepared t...

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    Technical solutions architect 5 days left
    VERIFIED

    I need a solution architect to design a comprehensive system for my machine learning project. The successful candidate will have experience in architecting desktop client that integrates with other microservices running on the client side, such as machine learning model, data syncing to cloud services, process schedulers to pass in data from different services using recommended protocols (API, GRPC or event driven pipeline) to achieve analytical outcomes. The project involves: - RTSP video streams analysis using machine learning models - Generating visuals (graphs/charts) of data collected with filtration of historical data from a database - Syncing collected data to a cloud BI application - Reporting modules to generate automated daily, weekly, monthly reports - Integratio...

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    ...than 15 features to be put into action. Including models, animations, and sounds as well, but these are already available. It's a Wendigo mob. I use a program which will accurately showcase all the information you'll ever need, a diagram which shows where and when functionalities have to be used. Key Tasks: - Develop a Forge mod, not a Java plugin. - The main objective is to create a Highly Advanced Horror Entity. Ideal Candidate Characteristics: - Proficient in Java and Minecraft Forge mod development. - Knowledge of how to create and implement custom entities. - Experience with creating advanced mechanics that involves horror elements. - Familiar with Minecraft version 1.19.2 Forge and its mechanics. - Capable of handling Geckolib models - Portfol...

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    I'm looking for a skilled Python developer and web designer to create a professional and clean portfolio to showcase my work with machine learning models and data analysis scripts. I have already had the titles and details of the projects but I don't have any links(github) or images for that. I especially need these. I will also give my github account details to regulate. Your tasks will include: - Organizing and showcasing multiple machine learning and data analysis projects. - Implementing a clean and professional design to highlight my proficiency. - Ensuring intuitive navigation and user experience. Ideal candidates should have: - Solid experience in Python programming and web design. - An eye for professional and clean aesthetic designs. - Public repository ...

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    Model Requirements: Age Range: 18 to 50 years old Gender: Open to all genders Ethnicity: Specifically seeking individuals of Middle Eastern descent Body Type: Focusing on fit, moderate curvy and plus-size builds Project Description: This is a fitness-themed photo shoot aimed at celebrating body positivity and fostering a spirit of inclusivity and diversity. The target audience is primarily Arabic-speaking. Wardrobe: Participants should wear fitness attire. We encourage the use of vibrant and bright colours. Location: Dubai, UAE Date: 30th March 2024 Time: 9 pm onwards

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    ...seeking a skilled and experienced researcher in stable diffusion models to contribute to our project. The ideal candidate will have a strong background in machine learning, particularly in generative models such as diffusion models, and a proven track record of research in this area. This is a remote, freelance position. Responsibilities: - Conduct in-depth research on stable diffusion models, including denoising diffusion probabilistic models (DDPM), and their applications in image synthesis and enhancement. - Stay up-to-date with the latest advancements in stable diffusion models and related techniques, and identify opportunities for applying them to virtual try-on systems. - Read and analyze research papers on stable diffusion models...

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    More details: I am looking to hire somebody with following skills: Flutter, windows software, Android, iOS, Desktop apps, mobile apps, node. We need help with several projects. We have existing team and need extra help with several projects. If you have mentioned skills please contact us.

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    ...around the perimeter where there is a change in direction or height, the paver size and thickness, then the finished result is a diagram which shows how the pavers will be laid over the area, and how many of each size pedestal is needed for the specific project. The software has to cope with different paver sizes, thicknesses and variable space between each paver. Also it has to cope with different models of pedestals which have different height ranges. So the program is essentially making estimates in 3D, because it must also be able to cope with the normal situation where the ground on which the pedestals are laid is sloping in one or more directions or it may have a drain hole in one or more places which will be a low point, so therefore the pedestals in those positions are...

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    I am seeking a 3D modeling expert proficient in Blender. Your task will involve creating a 3D model of a cosplay helmet with a moderate level of intricate details based on a 2D image. The successful freelancer should possess: - Advanced Blender software skills - Experience in creating detailed 3D models - Ability to work within a personal-use context Kindly submit a portfolio or examples of intricate 3D models you've previously created using Blender. I look forward to seeing your work and discussing this project further.

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    ...seeking expert Natural Language Processing (NLP) programmer identify patterns within unstructured text data. You will also be responsible for implementing comprehensive data cleaning and preprocessing pipelines. Key requirements for the project: * Proficiency in implementing NLP models or algorithms for topic modeling. * Experience in processing various forms of unstructured text * Capability to address data inconsistencies and enhance data quality. The ultimate goal is to effectively use these NLP algorithms and models for topic modeling on an abundance of unstructured text data. Any specific NLP model or algorithm for this purpose is yet to be specified so your insights and recommendations are welcome. A strong understanding of machine learning, NLP, and data scienc...

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    ...model of an object from photographs. This model will be used as a replacement part, requiring a decent level of detail, capturing its main features explicitly. The model should be designed to be compatible with plastic printing material. The ideal candidate for this project should possess the following skills and experience: - Proficiency in 3D modeling software - Prior experience in creating models for print - Ability to capture moderate detail from photographs - Experience in designing for plastic material compatibility I look forward to receiving realistic and competitive bids. Note: The locking slot width is 0.206 in (5.23 mm). The spacing of slot centre is 0.394 in (10.01 mm) and the slot depth is 0.118 in (3.00 mm). The overall length of the rail is approximately 5&...

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    I have already preprocessed and trained several ML models using Python. Now, I am seeking an ML expert to assist me with the following tasks: 1.) Modify the training dataset to a single, larger dataset (data will be provided by me). 2.) Develop a function to predict outcomes for new or unseen data (specifically upcoming football matches). In summary: 1.) Update the dataset to only 2.) Pick the best model (not over fitting) 3.) create a function to predict new unseen data (after preprocessing) Looking forward to collaborating with you! TImeline: 3 hrs

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    I'm looking to work with someone proficient in 3D modeling and gaming, specifically experienced with the Assetto Corsa racing game. Assetto Corsa experience is a must. The project revolves around creating unique variations of existing race car model in the game. We already have the physics model, and need the car shell and internals replacing. Key Requirements: - Proficiency in 3D modeling and design, preferably in a gaming context - Experience with Assetto Corsa or similar racing games will be ideal

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    I need an experienced Django and Python developer to build a comprehensive webapp for a B2B SaaS solution. This solution will help operations plan how many people they need and when. The solution will include forecasting workload (standard time series models), tracking employees, managing time off and other sundry human elements. This multi-user platform must include features such as: - User Authentication: Your design should facilitate easy authentication for three types of users - Administrators, Employees, and Customers. - Data Analytics and Reporting: The webapp must extract and analyze data from inventory, calls or tasks, and employees for comprehensive reporting. - Payment Processing: A secure, efficient payment processing system is a must for seamless transa...

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    I am looking for an experienced CAD designer to create a basic, low-poly 3D model of a 2-oz plastic cup and lid. The primary use of this design will be for prototyping. Details: - The model should be ...of this design will be for prototyping. Details: - The model should be simple and contain no textures. I am interested in the basic shape alone and precision is key. - The final design needs to be compatible with AutoCAD software. Ideal Skills and Experience: - Proven CAD designing experience, preferably in AutoCAD software. - A strong portfolio showcasing their expertise in creating low-poly models. - Prior experience in product prototyping will be a plus. - Excellent attention to detail. Please include a brief description of your experience with similar projects in your bid. ...

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    ...will be provided) - **2.2.3 Generation Adequacy in Renewable Energy Systems**: Introduce the concept of generation adequacy, why it is critical for renewable energy integration, and the common metrics used (LOLE and LOLP). #### 2.3 Methodologies for Calculating Wind and PV Power Outputs - **2.3.1 Models for Wind Power Calculation**: Describe the methodologies and equations used to estimate wind power output, taking into account wind speed distributions and turbine characteristics. - **2.3.2 Models for PV Power Calculation**: Explain the methodologies and equations for calculating PV power output, considering factors like solar irradiance, temperature, and panel efficiency. - **2.3.3 Comparative Analysis of Wind vs. PV Power Potential in Saudi Arabia**: Provide an analy...

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