Vespa 3d model jobs
I'm in need of a female model for video shoots aimed at my Instagram content. Ideal Skills and Experience: - Prior experience in video modeling - Comfortable in front of the camera - Creative and can contribute to content ideas - Punctual and professional - Instagram savvy and understands the platform's trends Your task will primarily revolve around video shoots for social media, specifically Instagram. Please provide a portfolio or links to relevant previous work.
...adequate protection. Accessibility: Ensure that all buttons, ports, and features of both devices are easily accessible without removing them from the case. Balance: The case should be balanced to prevent tipping when both devices are inserted. Protection: Provide sufficient padding and shock absorption to protect both devices from drops and impacts. Next Steps: Prototyping: Create a prototype using 3D modeling software to visualize the design and make necessary adjustments. Material Selection: Choose materials that offer a balance between durability, weight, and aesthetics. Testing: Test the case with both devices to ensure a proper fit and functionality. Manufacturing: Once the design is finalized, proceed with manufacturing, considering both custom and mass production o...
I'm seeking a geospatial expert to build a model that will help me identify the perfect location for a new home in the UK. The model should accommodate various parameters and assist in making data-driven decisions. Key Requirements: - Proximity to schools - Access to public transport - Commute time to work offices - Travel time to family homes - Proximity to national parks or areas of outstanding natural beauty The ideal freelancer for this project should have: - Proficient skills in GIS-based analysis - Experience in building geospatial models - Familiarity with various data sources, including government databases, OpenStreetMap, and commercial data providers As I am not fully aware of the available geospatial data sources, I would appreciate your guidance on what op...
I'm looking for a talented AI specialist to create a series of AI models for me. I've tried using mid journey and , but I found the process too slow and cumbers...mid journey and , but I found the process too slow and cumbersome. Ideal Skills: - Proficiency in AI and machine learning, specifically in image generation - Experience with creating realistic images - Ability to create models focusing on generating images of people The initial task will involve building one model that produces a series of images. If successful, there is potential for this project to scale to more models. The quote I have set is just for the first model. I am open to the market determining the price for these tasks. Looking forward to your bids, James The images must have high realis...
...sleek design (unique interface, different from sites like and ) ✅ Mobile-responsive, fast-loading, and optimized structure ✅ User-friendly and powerful admin panel User Registration Options: ? Individual Users: Can add only 1 ad ? Agencies: Can add unlimited ads Story Sharing Feature: ? Agencies: Can share stories for each model they add, with visual and video support ? Individual Users: Can share stories directly If you have worked on similar projects before, please provide your reference projects. Best regards....
I'm looking for a talented animator who can create a humorous cartoon for a commercial. I have a pre-recorded audio that needs to be synchronized with the animation. Key Characters: - A Black farmer hick man (first voice you hear) - A well-dressed, white salesman in a polo MUST USE THE ATTACHED AUDIO!!!<<<<<<<<<<<<<<< Key Requirements: - Use of any animation style (2D, 3D, ) - must use the characters above <<<<<<<<<<<<<<< - Synchronization with the provided audio - Inclusion of the dealership logo in the background - Setting in a dealership parking lot - Use of subtitles for accessibility Ideal Skills: - Proficiency in various animation styles - Experience in creating humorous content ...
I'm in need of an experienced 3D modeler who can urgently modify my existing VRC model for NSFW content. This will involve adjusting body proportions, specifically certain private parts. Ideal Skills: - Proficiency in 3D modeling software - Experience with NSFW content - Familiarity with VRC models - Quick turnaround time Please only bid if you can handle this short and urgent task. Thank you.
I'm seeking a talented 3D artist who can create intricate, high-quality hair models with textures for my personal art projects. The hair is short hair for a male model. The hair will not reach past the chin. Ideal candidate: - Extensive experience in 3D modeling, specifically in creating hair. - Able to deliver high-detail textures. - A strong portfolio showcasing similar works. - Passionate about art and able to understand artistic requirements. - Proficient in using software like Blender, Maya, or ZBrush for 3D modeling. - Skilled in UV mapping and texture baking. - Exceptional attention to detail in hair strand placement and texture. The hair models will be used in my personal art projects, so creativity and artistic insight will be highly appreciated...
I'm looking for a tech-savvy professional to set up a travel router network for VPN access. Key requirements: - The network should support connection from various devices, including smartphones, laptops, and t...a tech-savvy professional to set up a travel router network for VPN access. Key requirements: - The network should support connection from various devices, including smartphones, laptops, and tablets. - While the security doesn't need to be top-tier, it should still incorporate basic encryption to ensure safe browsing. - The manufacturer of the travel router I’ve purchased is and the model is GL-AXT1800 (Slate AX). - I need to have the travel router connect to my GL-AX1800 (Flint) at home to be able to work overseas and have it display a VPN located in t...
...talented 3D artist to create a minimalist style render of a 130m2 kitchen and open area living room. Willing to pay 90 $ Im willing to pay The design should highlight furniture and lighting, showcasing their interplay within the space. Key Features: - Emphasis on furniture design: The render should demonstrate the layout and aesthetic of the furniture within this minimalist setting. - Focus on lighting: The interplay of natural and artificial light should be effectively represented, enhancing the overall ambiance of the space. Color Scheme: - The color palette should be composed of neutral tones, fitting for a minimalist design. The use of subtle variations in these tones can add depth and interest to the render. Ideal Skills: -Architecture -Interior design - Proficiency in ...
I'm seeking talented 3D animation designers with experience creating content for both outdoor and indoor screens. Additionally, I'm in need of 3D designers who can conceptualize and build booths for exhibitions. Key Project Elements: - I need a quote for a 10 to 15 second 3D animation. - Please also provide costs for designing a 3D exhibition booth. Animation Requirements: - The primary purpose of the animations is for advertising. - The desired style is abstract. - The animations should incorporate text and logos, characters, as well as objects and products. - Animations should include variations of 5, 10, and 15 seconds. - Animations should be rendered in 4K resolution. - Animations should include background music tailored to the advertising tone....
Looking for a female model for a product-focused jewelry photoshoot at my location in Bellandur, East Bengaluru. The shoot will primarily feature earrings, necklaces, rings, and bracelets. Key requirements: - Experience in product-focused photography - Ability to follow direction and showcase the jewelry effectively - Comfortable working at the client's location - Professional attitude and punctuality - Basic make-up skills This is a one-day project with 3-4 costume changes, starting at 11am. Please include a portfolio showcasing relevant experience in your bid.
I'm looking for a modern, three-dimensional logo for my company, "NC Montagen GmbH". The design should be inspired by a laser with intersecting lines, showcasing straight lines at various levels. Please note that the logo should solely depict the lines, not the dev...company, "NC Montagen GmbH". The design should be inspired by a laser with intersecting lines, showcasing straight lines at various levels. Please note that the logo should solely depict the lines, not the device itself. Key Requirements: - Use of a complementary (contrasting) color scheme - Implementation of a flat 3D style - Incorporation of a serif font or text style Ideal Skills: - Proficiency in 3D logo design - Strong understanding of color theory - Experience with flat 3D...
I'm seeking a modern, three-dimensional logo for my company, "NC Montagen GmbH". The design should be inspired by a cross line laser, featuring straight lines at various levels. Please note, the logo should only depict the lines, not the device itself. Ideal Skills: - Graphic Design - Logo Design - 3D Modelling The color scheme is flexible and can be discussed, as this question was skipped. Please provide your best interpretation of a modern design while adhering to the 'straight lines' guideline.
I need a redesign of a 3D model of a robotic arm, focused on improving its functionality, specifically its precision, accuracy, and load capacity. This project require high detail and precision for the 3D model. Ideal skills and experience for the job: - Proficiency in CAD software for 3D modeling - Experience with redesigning robotic models - Understanding of load capacity and precision enhancements - Ability to deliver basic level 3D models
...of a skilled CAD designer proficient in both 2D and 3D design. The project revolves around creating detailed designs for a child exercise machine primarily targeted for physical therapy purposes. Key aspects of the machine include: - Target Audience: It should be designed for school-age children, specifically between 7 to 12 years old. - Purpose: The machine's primary use will be for physical therapy, so it needs to be safe, durable, and effective for rehabilitative exercises. - Material Selection: Use non-toxic, hypoallergenic, and durable materials suitable for children. - Ease of Use: The machine should be easy for children to use with minimal assistance from adults. Ideal candidates should have: - Extensive experience in both 2D and 3D CAD design. - A backgroun...
I need to create a CRM to manage drivers, trucks and services (trips). Currently we manage everything on spreadsheets. Core Features: Database Management Store, add, remove, and edit records for: Drivers (personal details, license, certifications, documents) Trucks (model, plate number, maintenance records, documents) Services (Trips) (routes, assigned driver & truck, client, pricing) Clients (contact details, service history, payment status) Service (Trip) Management Add new trips and assign: Driver Truck Client Set trip price and payment terms Payment Tracking Client Payments: Full and partial payment tracking Payment status indicators (Paid, Pending, Overdue, partial) Driver Payments Track payments to drivers (e.g., per trip, weekly/monthly salary) Truck Expenses Record...
I'm in need of a one-minute 3D animated video of my architectural design, primarily for client demonstration purposes. The focus should be on the exterior facade of the building. The level of detail should only encompass the basic structure and shape, not extending to material textures or colors. Ideal Skills and Experience: - Proficient in 3D animation software (like Blender, 3ds Max, Maya) - Prior experience in creating architectural animated videos - Able to interpret and visualise architectural plans - Understanding of basic structure and shape design - Excellent attention to detail and timing for creating a coherent 1-minute video.
I'm seeking a talented 3D creator who specializes in character modeling, particularly in the realm of cartoon-style characters. The models will be used for animations, so experience in creating riggable and animatable models is a must. Key Requirements: - Expertise in 3D character modeling, specifically cartoon-style characters. - Experience creating models for animations. - Ability to create riggable and animatable models. Ideal Skills: - Proficiency in 3D modeling software such as Blender, Maya, or 3ds Max. - Strong understanding of animation processes and requirements. - Creative mindset with a keen eye for detail.
I'm looking for a professional who can help me develop a market risk model monitoring dashboard. This dashboard will primarily be used by our Fund Manager to keep tabs on our public, privet funds. Key Features of the Dashboard: - Monitor key metrics such as VaR (Value at Risk), Exposure Limits, and Liquidity Ratios. - Provide a user-friendly interface for real-time monitoring and limit checking. - Include any breaches in predefined risk thresholds. Ideal Skills and Experience: - Strong background in finance and risk management. - Proven experience in developing dashboards. - Prior work with public and privet funds is a plus. The dashboard should be developed using Excel technology.
I'm looking for a talented graphic designer who can create a realistic 3D design for a sublimated t-shirt. The design should primarily use cool colors, like blues and greens. Ideal skills for this project: - Proficiency in graphic design software - Experience with 3D design - Understanding of sublimation printing process - Ability to work with a cool color palette Looking for a t shirt design with a 3D collar and buttons to look like a golf or polo shirt, sublimated like the attached.
I'm in need of a skilled 3D artist to create and rig a series of realistic, human and animal characters for my game. The rigging should be comprehensive, covering every element down to clothing and accessories.
...my OBJ and SKP house files into a 3MF file suitable for 3D printing on Bambu Labs A1 Combo Printer Key Details: - Model Scale: The 3D printed model should have maximum size of 256x256x26mm - Color Scheme: The model will be printed in four colors: White, Grey, Orange, and Clear. - Custom Color Assignment: The specific color allocation to different parts of the model has not been decided yet. Your input and expertise in identifying suitable parts for each color would be invaluable. Ideal Skills: - Proficiency in 3D modeling software capable of handling OBJ, SKP, and 3MF file types. - Prior experience in preparing files for 3D printing. - Strong understanding of color application in 3D modeling. - Familiarity with Bambu Labs...
...multi-use infrastructure that is designed for commercial projects and generates multiple revenue streams as part of its business operations model. I have developed a fairly complex multi-tabbed business proforma financial model that works well to get close to modelling the economics of operating these assets. We have added a few new revenue models that have been confirmed from a business development perspective, and I would like to add these new revenues to the model without destruction of the original proforma. The model is business intellectual property and cannot be shared so I need to have an NDA signed and be highly confidential with the sharing of the model for improvement before awarding the project. These are complex financial models wi...
I'm seeking an expert in VR development coupled with cybersecurity knowledge to help create ...(VR) – Expertise in developing interactive VR environments using Unity or Unreal Engine. Cybersecurity Awareness Training – Experience in designing cybersecurity training simulations, especially for healthcare compliance (HIPAA, PCCIS, NIST, etc.). Game Design & Gamification – Ability to create engaging, scenario-based learning experiences with interactive storytelling and gamification elements. 3D Modeling & Animation – Skilled in creating realistic hospital environments, avatars, and medical devices for immersive experiences. LMS Integration & VR Simulation – Knowledge of integrating VR-based training modules with Learning Management Systems...
I'm looking for a high-quality 3D design and render for a 40 square meter industrial-style office. This space needs to accommodate a stone company, so I prefer the design to use concrete and stone as the primary materials . The office will also feature a small kitchen and a small bathroom. Key requirements: - The kitchen should have built-in appliances and a breakfast bar. - The design should be modern and appealing, with a focus on industrial elements. - The use of concrete and stone is a must. I'm willing to pay $40 for this project, and I need it completed within 2 days. Experience in creating high-quality 3D office designs and familiarity with industrial style is essential for this project.
I'm looking for a 3D design for a 40 square meter office space with a small kitchen and bathroom. The design should embody brutalism architecture, featuring raw concrete surfaces. This is for a stone company office, so the stone elements should be in natural stone gray. The concrete surfaces should have a smooth finish. Ideal skills for this project include: - Proficiency in 3D design software - Experience with architectural visualization - Understanding of brutalist design principles - Ability to create realistic textures and finishes - Proficiency in setting up architectural lighting for interiors. - Experience with rendering software such as V-Ray or Lumion. - Expertise in efficient space planning for small office environments. Please note, I am offering $50 per pr...
...Features) Background removal (Integrate with or Stable Diffusion API) Flat-Lay & Mannequin Photo Transformation into On-Model Images (GANs, OpenPose, StyleGAN) AI-powered image enhancement & filters Credit-Based Payment & Subscription System Stripe & PayPal Integration for credit-based usage Subscription plans allowing unlimited or limited AI processing per user Frontend UI/UX Enhancements (Botika.io-Like User Experience) Drag & Drop image upload for seamless user experience Real-time AI processing previews Responsive & modern UI using TailwindCSS / Material-UI Cloud AI Infrastructure & Scalability AWS / Google Cloud GPU Optimization for AI model processing Docker & Kubernetes for scalable infrastructure ? Required Ski...
I have a 3D model in Rhino that needs some realistic metal textures added. The textures should make the model look like polished and shiny metal. I also have pictures of all of the spaces and objects if you want to create textures. Ideal Skills: - Proficient in Rhino software - Experience with creating and applying realistic textures - Attention to detail to ensure the model looks realistic and polished.
I'm seeking a ...project is the ability to produce a 2D or 3D sketch that aligns with the tender request. Please do not bid if you cannot provide these. The ideal candidate will: - Have a modern design outlook. - Be able to propose unique and creative ideas. - Have useful experience in designing layouts for a big yard. Key features of the project include: - A 2-bedroom house layout, complete with guest houses. - An open floor plan, large windows and an outdoor entertaining area. This project will kick off with the creation of a milestone after we agree on a design you propose. Further projects will be assigned to the selected participant who meets our design needs. Please reach out if you are able to submit a design, and I will provide further details along with our basic ...
I’m seeking a skilled landscape designer to create a modern and professional outdoor ...and inviting atmosphere. 6. Modern Aesthetic & Sustainability – The design should blend modern aesthetics with eco-friendly and sustainable landscaping principles. 7. Children’s Playground - A safe and fun play area with equipment suitable for children. Project Requirements: • Detailed 2D & 3D Design Renderings • Material & Plant Selection Recommendations • Lighting & Irrigation Plan • Construction Drawings (if applicable) We are looking for a designer with experience in landscape architecture, 3D visualization, and modern outdoor designs. Please provide a portfolio showcasing relevant projects. ,58.130886 Looking forward to y...
I need a skilled Blender expert to modify my 3D model. The task involves adding rounded bevels to the edges of the model. Ideal Skills and Experience: - Proficiency in Blender - Experience in 3D model design and modification - Attention to detail for precise beveling - Knowledge of useful Blender plug-ins The bevel radius should be small, around 0.1 units. The beveling should be applied selectively on certain edges. I will provide the specific edges that need to be beveled.
I'm looking for a professional who can convert my 36mb IFC file into a Rhino 3DM file. The primary purpose of this conversion is to enable 3D modeling. Key Details: - The Rhino 3DM file does not need to be optimized for any specific rendering engine. - There are no specific requirements regarding layers or materials in the conversion; just the geometry is sufficient.
I'm looking for a talented 3D animator who can create a 10-second animation of a two-sided strip of paper. On one of the sides of the strip of paper is written PERSPECTIVE 1 written in red. On the other side is written the PERSPECTIVE 2 written in blue. Then the animation displays the strip of paper twisting once into a Möbius strip. just before the the two opposing sides of the strip of paper join to become this one Mobious strip, a flash of light displays in the space between them. When the opposing side's ends connect, the light disappears, and the words that were once PERSPECTIVE 1 in red and PERSPECTIVE 2 in blue, now read JOINED PERSPECTIVES in purple. The video then displays the animiation of the Mobious strip being turned to reveal all of the sides of the str...
I need a Convolutional Neural Network (CNN) model developed for classifying breast cancer types, specifically distinguishing between invasive and non-invasive tumors. The model will be trained and tested on a custom dataset containing patient data. Key Requirements: - Expertise in machine learning and deep learning, particularly with CNN models. - Experience with medical data and understanding of breast cancer classifications. - Ability to work with custom datasets and ensure data privacy and compliance with health data regulations. - Proficiency in Python and libraries such as TensorFlow or PyTorch. Please include examples of similar projects you've completed in your proposal.
I am seeking a professional with significant experience in fine-tuning AI language models, specifically on the Hugging Face platform. The primary goal of this project is to enhance the model's capabilities for generating conversational responses. Key Requirements: - Extensive experience with language models, particularly on Hugging Face - P...language models, specifically on the Hugging Face platform. The primary goal of this project is to enhance the model's capabilities for generating conversational responses. Key Requirements: - Extensive experience with language models, particularly on Hugging Face - Proven ability to fine-tune models for specific tasks - Strong understanding and experience in text generation - Ability to deliver a model proficient in generating conv...
I'm seeking an experienced Unity developer who can procedurally create a virtual world terrain based on a three matrices of numbers, to be seen on a laptop, phone and Oculus headset. To start, for this initial MVP, it should be visible as a 3D walkable world on a laptop. In further projects it should bi visible as an AR world on a phone and also via a Google Cardboard type cheap headset, eventually on an Oculus Headset. There will be a starter screen to enter a grid of 5x6 integer numbers, values 0-10. On submission the numbers will be sent to a web api, returning two additional 5x6 matrices of numbers. The first set will be turned into a terrain, numbers indicating height. The second representing surface texture, desert-fertile. The third representing types of flora and build...
I’m looking for an experienced 2D/3D animator to refine and enhance an existing character animation of a character jumping over an object and then crawling back under the object, picking up a chair and sitting on it. I have created the animation but it requires some work to polish and bring it to the next level. Also I don't think it has a "wow" factor so I welcome creativity as long as the 3 actions - going over the obstacle, crawling under it and sitting on the chair are present. Your goal is to make the animation as smooth, dynamic, and visually appealing as possible while maintaining realism and strong animation principles. Again feel free to get creative with movement styles, subtle details, or environmental interactions to make it stand out. Key Requir...
I need an exterior video animation for an existing 3D Max model, aimed at architectural visualization. Key Aspects: - The animation should primarily highlight the building structure. Ideal candidates will have: - Proficiency in 3D Max and animation software. - Previous experience in creating architectural visualizations videos. - Ability to output animations in HD or 4K resolution. - Skills in planning dynamic and engaging camera paths.
## Project Overview Need a Python developer to backtest an existing gap trading model on SPY data. The model predicts gap fills using logistic regression. Model code will be provided. ## Required Deliverables ### 1. Data Collection - Pull 5 years of SPY daily data using Interactive Brokers API - Required fields: Date, Open, High, Low, Close, Pre-market data - Focus only on SPY (no other symbols needed) ### 2. Backtesting Implementation - Use provided logistic regression model - Test on 5 years of historical data - Basic entry rules: - Enter when model predicts high probability of gap fill - Exit when gap fills or at market close - Track simple P&L ### 3. Performance Metrics Provide CSV report with: - Win/Loss ratio - Avera...
...seamlessly replaces the face. ✅ Social Login Integration: Users can sign in using Google, Facebook, or email. ✅ Instant Processing: The AI should generate results in real-time or within a few seconds. ✅ Monetization System: Implement referral-based earnings and a freemium model. ✅ Secure Cloud Storage: Store processed images securely. ✅ Mobile & Web Compatibility: The platform must be responsive and work smoothly on all devices. Tech Stack Preferences (Optional): ? AI Models: OpenCV, DeepFaceLab, StyleGAN, or any suitable model for face synthesis ? Backend: Python (Flask/Django), Node.js, or .NET ? Frontend: React, Vue.js, or Angular ☁ Cloud Services: AWS, Firebase, or any scalable hosting solution Who Should Apply? ? AI/ML Engineers with experience in image processi...
I'm looking for an experienced data scientist with a strong background in deep learning and medical imaging to develop a Convolutional Neural Network (CNN) for classifying mammography images. Key Tasks: - Use the CBIS-DDSM, MIAS, and INbreast datasets to train the model. - Implement comprehensive data preprocessing including normalization, data augmentation, and noise reduction. - Explore various CNN architectures, specifically ResNet and DensNet, alongside standard CNN. - Split the dataset into Train, Validation, and Test sets to evaluate the model's performance. - Achieve high performance metrics: accuracy, recall/sensitivity, specificity, precision, and F1 score, all up to 95%. Technical Requirements: - Implement the project using Python with Tensorflow on a native Wi...
I'm looking for a 3D designer who can help create a low-detail product design prototype. The primary purpose of this prototype is to serve as a reference for manufacturing. Key Requirements: - 3D design expertise, particularly in product design - Ability to create low-detail prototypes focusing on dimensions - Understanding of manufacturing requirements The ideal freelancer for this project will have experience in creating 3D design prototypes for manufacturing purposes. Please provide examples of similar work you've done in the past.
- create 3D renders for a 1200 sq ft 3 bedroom bare shell apartment in mumbai with a balcony and sea-view from all rooms. - must haves: a study cum guest bedroom. A kids bedroom. A master bedroom with a walk in wardrobe and a bath tub in the bathroom, foyer area needs to be designed, a 4-6 seater dining table, a home-temple on the north-east wall. - open to recommendations on the theme. Don’t want something too loud but not too subtle either. Want pops of colour. The design/theme needs to give the house a personality versus it looking like a dead hotel. Pops of bright colours are fine by me. Like texture on walls and like design on ceilings (no too loud). Ideally each room should have a distinct theme. - current house has Greek decor; would prefer not to repeat that. - ple...
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I need a highly detailed 3D model of a classic car. This model will be used in a video game, so it needs to be optimized for performance without sacrificing detail. Ideal skills and experience for the job include: - Extensive experience in 3D modeling, particularly for video games - A deep understanding of classic car design - Ability to create high-quality, detailed models - Experience with game engine integration and optimization - Strong understanding of maintaining detail while optimizing for performance
I'm looking for an experienced AI developer with a strong background in predictive analytics, particularly in the healthcare sector. The project involves creating a predictive analytics model based on self-assessment and diagnosis data. Ideal Skills: - Extensive experience in AI and predictive analytics - Deep understanding of the healthcare industry - Proficiency in handling and interpreting self-assessment and diagnosis data - Strong programming skills Key Responsibilities: - Develop a predictive analytics model - Ensure the model is tailored for the healthcare industry - Deliver a solution that can handle self-assessment and diagnosis data Your expertise will help us leverage this data to improve patient outcomes and healthcare delivery.
I'm looking for a highly detailed, custom 3D printed version of the Titan 13 toy figures as Evangellion 01 and 02 from the show Evangellion Neo Genesis. The figures should match the original Titan 13 size and include the iconic weapons of EVA 01. Key Requirements: - Customization of color scheme to represent Evangellion 01 and 02 - Altering physical features to accurately depict the characters - Designing and incorporating the iconic weapons of EVA 01 as accessories - Ensuring the figures are highly detailed, surpassing basic or moderate detail levels - Matching the original Titan 13 size precisely Ideal Skills: - Proficient in 3D modeling and printing - Experience with creating custom toy figures - Strong understanding of the Evangellion series for accurate representa...
...machine learning expert to train, validate and test a sentiment analysis classification model using BERT, RoBERTa and ModernBERT on Google Cloud Platform (GCP). Key Requirements: - The model will be trained on a sample dataset containing approximately 300k records. - Input data will be provided in a CSV file format. - I have partially labeled data for training and validation, but assistance with labeling may be needed. - The outputs of the model should be shared in an Excel file. - Include detailed data preprocessing steps and techniques. - Define clear performance metrics for evaluating the model, such as accuracy, F1 score, precision, and recall. - Outline the approach for hyperparameter tuning to optimize model performance. - Describe techniques f...
