Vorrei realizzare uno script da inserire nella sezione Script Client all'interno di un progetto Phpmaker. Lo script in questione dovrebbe permettere all'utente visitatore del sito di visualizzare una didascalia quando si posizione sulla foto aperta a schermo. Il progetto phpmaker ha una tabella con le colonne Immagini e Didascalia. L'opzione tooltip funziona già automaticamente sulla foto ridimensionata nella pagina lista ma non funziona sulla foto grande. Vedi immagine allegato
I'm seeking a data analyst and machine learning expert to help me analyze some time series machine data. The primary aim of this project is to facilitate predictive maintenance through the analysis. Key requirements: - Strong expertise in time series data analysis. - Proficiency in Python and pandas, particularly with machine learning. - Experience in developing predictive maintenance models. - Strong background in statistical analysis and hypothesis testing. - Capability to develop and implement machine learning algorithms from scratch. - Ability to develop methods for anomaly detection in time series data. - Experience in feature engineering for time series data. - Proficiency in using ARIMA models for time series forecasting. - Proficiency in model tun...
Hi, Im working on a 60 second film that I would like to set inside an exciting fantasy pinball machine. Following the ball along its journey with details like; ball launch corridor, animated characters on the bumpers, a roller coaster section, flippers, a tunnel and with a scoreboard where we can deliver some of the messaging. In game text details would be derived from the script, eg a pop up sign that says 'The Right Data.' I think the set would need to deliver 16-18 shots including close up elements. It is not one seamless shot and no a working game, its a sequence of film scenes and we will cut between scenes. I can steer the art direction and composite in after effects and edit the piece. I've included a shot to help set the scene and the recent Euros 2024 B...
...servicio que en realidad no es el problema sino que el problema esta en la vagancia de las personas de dejar una reseña y es por eso que promuevo el sorteo, pero creo que se podria mejorar. Ya que para participar deben dejar la reseña en el servicio donde realizaron la reserva que puede ser Airbnb, GetYourGuide, Civitatis, TripAdvisor, Expedia, etc. Luego deben rellenar un formulario de google que da forma a esa reseña, por lo cual ya deberían de salir de un lugar ir a otro y asi sucesivamente. Otro ejemplo, doy chances entras si reservan en Airbnb, dejan la reseña ahi y dejan otra en TripAdvisor, entonces ahi tienen dos chances al participar, pero ahi ya deben ingresar en dos lugares diferentes mas el formulario, o sea, tres veces haciendo algo...
vorrei realizzare un sito web che per l'acquisto di fatture commerciali. Gli esempi di competitor sono e Gli utenti, dovranno registrarsi e dovranno inserire la documentazione richiesta, sia compilando dei campi, sia allegando documenti. La piattaforma dovrà poi contenere una parte riservata agli investitori che hanno la possibilità di scegliere le fatture da acquistare e proporre un prezzo.
Siamo un call center, cerchiamo un operatore telefonico italiano fluente da inserire nel nostro team. Devi avere un computer (no smartphone o tablet), internet veloce, buone cuffie, spazio silenzioso dove lavorare. Conoscenza del computer e velocità di apprendimento. Stipendio 4€/ora Se mi capisci metti 10$ Inviate un cv per valutazione Possibilità part time o full time orario di lavoro compreso tra le 9 e le 21 italiane
Preciso de gestores de tráfego e agências que possuam contas de Google Ads e Facebook Ads para compra. O foco principal da campanha é impulsionar vendas, então precisamos de contas com um histórico de gastos e desempenho positivo. Pagamento entre R$150 a R$2,000 por conta, dependendo do tipo da conta, ano e volume de gastos. Contas com mais de 1-2 anos são preferíveis, mas não descartamos contas mais novas se o desempenho justificar. Idealmente, você: - Tem acesso a contas de google Ads e facebook ads e pode negociar a venda - Está disposto a negociar de forma rápida e eficaz. Se você se encaixa nesse perfil, entre em contato. A urgência é alta e estamos dispostos a fechar neg&oac...
I'm in need of a skilled professional who can convert a JPEG file into a DST format suitable for an embroidery machine. The final design should fit a medium size, up to 8 inches. Ideal skills for the job include: - Proficiency in file conversion software. - Experience with embroidery machine file requirements. - Ability to maintain design integrity during the conversion process. Please note, I did not specify a level of detail for the embroidery design, but I expect the freelancer to use their judgement and expertise to produce a quality result.
Si ricerca ghostwriter per la realizzazione di un libro contenente almeno 100.000 parole (esclusi mono o bisillabe). Stesura da realizzarsi in max 60 giorni !
I'm seeking an AI specialist to assist with various tasks. The primary focus will be on developing machine learning models, specifically for a RAG (Red-Amber-Green) system. This system will be used to evaluate and monitor the status of academic papers. Key responsibilities: - Machine learning model development: Create models for a RAG system to assess academic papers. - Data analysis and preprocessing: Handle the collected data to ensure it's ready for analysis. - Natural language processing (NLP): Utilize NLP to scrape and analyze content from academic papers. The ideal candidate will have: - Extensive experience in AI and machine learning, particularly with model development. - Proficiency in data analysis and preprocessing. - Expertise in Natural Languag...
Dear Freelancers, We are looking for **Native Swedish speakers (from Sweden only)** to participate in a voice recording project. Please note that **AI-generated or machine voices will not be accepted**. **Project Details:** - **Task**: Record 1,000 sentences (short and long phrases). - **Compensation**: $40 for recording 1,000 sentences. If the quality of your work is good, you may be invited to record a second time. - **Deadline**: Complete the recordings within 1 week. **Requirements:** 1. **Recording Application**: All recordings must be done using our designated application. 2. **Environment**: Recordings must be made in a noise-free environment. 3. **Expression**: Each sentence will be must read with emotion, as like you are having a conversation with another person. Recordi...
Dear Freelancers, We are looking for **Native Danish speakers (from Denmark only)** to participate in a voice recording project. Please note that **AI-generated or machine voices will not be accepted**. **Project Details:** - **Task**: Record 1,000 sentences (short and long phrases). - **Compensation**: $60 for recording 1,000 sentences. If the quality of your work is good, you may be invited to record a second time. - **Deadline**: Complete the recordings within 1 week. **Requirements:** 1. **Recording Application**: All recordings must be done using our designated application. 2. **Environment**: Recordings must be made in a noise-free environment. 3. **Expression**: Each sentence will be must read with emotion, as like you are having a conversation with another person. Recordi...
Dear Freelancers, We are looking for **Native Norwegian speakers (from Norway only)** to participate in a voice recording project. Please note that **AI-generated or machine voices will not be accepted**. **Project Details:** - **Task**: Record 1,000 sentences (short and long phrases). - **Compensation**: $ 60 for recording 1,000 sentences. If the quality of your work is good, you may be invited to record a second time. - **Deadline**: Complete the recordings within 1 week. **Requirements:** 1. **Recording Application**: All recordings must be done using our designated application. 2. **Environment**: Recordings must be made in a noise-free environment. 3. **Expression**: Each sentence will be must read with emotion, as like you are having a conversation with another person. Reco...
Preciso de um profissional que consiga centralizar um iframe no meu site. Ele deve aparecer no desktop da mesma forma que aparece no celular. O serviço deve ser concluído e entregue em algumas horas após o início do projeto. Deve aparecer desta forma: O script está em Laravel. Preferred method of communication is Chat. The iframe should have a fixed size.
I'm in need of a Reinforcement Learning engineer with a strong focus on research and analysis, specifically in the area of algorithm development. The primary task will be to develop new policy-based algorithms. Ideal Skills: - Proficiency in Reinforcement Learning and machine learning - Extensive experience in algorithm development - Knowledge of policy-based algorithms - Strong research and analytical skills Your role will involve: - Conducting thorough research on policy-based algorithms - Developing innovative new algorithms - Benchmarking the performance of these algorithms - Applying them to real-world problems Pls highlight the projects in your portfolio when you apply.
...Engineers for Contractual Roles. The period of the contract will be 1 months/4 Sprints. This will be a fully remote position job. The job description and requirements are as following: Key Responsibilities: 1. Algorithm Development: Design, develop, and optimize computer vision algorithms for image processing, object detection, recognition, and segmentation. 2. Model Training: Develop and train machine learning models tailored for image analysis and visual data interpretation. 3. AI Integration: Implement and integrate AI models into existing software and hardware systems, ensuring high performance and scalability. 4. Data Analysis: Analyze and process large datasets of images and video feeds to identify patterns, trends, and insights. 5. Performance Optimization: Optimize algor...
...real-world problems and offering actionable insights into model training, fine-tuning, and deployment. - Share knowledge on the latest trends and tools in generative AI, with a focus on practical, real-world applications. - Work together on coding, model development, and experimentation to improve my skill set in AI and machine learning. - Explain complex concepts in a clear and actionable manner to ensure effective learning. Requirements: - Proven expertise in generative AI, machine learning, and neural networks. - Hands-on experience with leading generative AI frameworks and platforms (e.g., TensorFlow, PyTorch, Hugging Face, etc.). - Strong background in model training, fine-tuning, and real-world implementation. - Passion for mentoring and a clear communicato...
...Engineers for Contractual Roles. The period of the contract will be 1 months/4 Sprints. This will be a fully remote position job. The job description and requirements are as following: Key Responsibilities: 1. Algorithm Development: Design, develop, and optimize computer vision algorithms for image processing, object detection, recognition, and segmentation. 2. Model Training: Develop and train machine learning models tailored for image analysis and visual data interpretation. 3. AI Integration: Implement and integrate AI models into existing software and hardware systems, ensuring high performance and scalability. 4. Data Analysis: Analyze and process large datasets of images and video feeds to identify patterns, trends, and insights. 5. Performance Optimization: Optimize algor...
...load data for accurate predictions. Tool Failure Prediction: Develop a system to predict the likelihood of tool failure or breakage based on real-time spindle load data. Ensure predictions are accurate and actionable to prevent production downtime. Key Requirements: Strong expertise in Python for AI/ML model development. Experience with FastAPI for API development and deployment. Knowledge of machine learning techniques, especially for time series and anomaly detection. Familiarity with manufacturing data, particularly spindle load data, is a plus. Ability to preprocess and analyze large datasets. Experience in deploying models for real-time inference is desirable. Deliverables: Clean and modular Python codebase for model training and inference. API endpoints (using FastAPI) f...
Derzeit haben wir das Problem bei unserer Webseite, auf der wir Motorradzubehör verkaufen, dass wir Baugruppen in Baugruppen implementieren. Dies geht leider sehr umständlich, da man die Unterbaugruppe nicht in einer Übergeordnete einpflegen kann, sondern man muss alle Einzelteile der Unterbaugruppe der Überbaugruppe zuweisen. Dies ist sehr Zeitaufwändig und Umständlich. Kann jemand dies bei Shopware umprogrammieren?
...have an independent website and are targeting the European and American markets. To further improve the traffic, ranking, and brand awareness of our website, we are looking for a professional SEO outsourcing service provider for long-term cooperation. Our needs: Off-site SEO optimization Create high-quality backlinks (including first-level and second-level links). Improve the domain authority (DA) and trust score (DR) of the website. Ensure compliance with Google E-E-A-T (Experience, Professionalism, Authoritativeness, Credibility) standards. On-site SEO suggestions Website structure optimization suggestions. Page optimization plan for target keywords. Anti-spam link management Monitor and handle spam links to keep the website health score below 5%. Data report Provide clear...
I am looking for a skilled professional who can replicate the findings of the attached paper using the same dataset. T...same dataset. The objective is to identify astrocyte subpopulations that strongly express FCN2, aiding further research as outlined in the paper. Key tasks: - Replicate statistical analysis, machine learning models, and bioinformatic methods from the paper. - Carefully follow the data preprocessing steps, key variables and features, as well as the sample size and distribution from the original study. - Achieve results identical to those presented in the paper. Ideal candidates should have: - A strong background in biology and bioinformatics. - Proven experience in statistical analysis and machine learning. - Excellent attention to detail for data process...
I need an expert with extensive experience in fixing AD configurations on Virtual Machines (VM) and resolving VPN connection failures. Key Responsibilities: - Diagnose and resolve frequent VPN connection failures - Evaluate and enhance current AD configuration Ideal Skills and Experience: - Proven tra...VPN connection failures - Evaluate and enhance current AD configuration Ideal Skills and Experience: - Proven track record with AD configurations on VMs - Strong problem-solving skills with VPN connectivity - Relevant certifications in network configurations and VPNs would be a plus. Please note that the issue is primarily related to VPN connection failures. The VPN is running on a Virtual Machine. The project needs to be completed within 1 week. The VPN should support OpenVPN...
I am seeking a Data Scientist with a strong background in Machine Learning for a time series analysis project. The ultimate goal is to forecast future sales using SARIMA and ARIMA models. Ideal Skills and Experience: - Proficiency in data science and machine learning techniques, particularly ARIMA and SARIMA - Extensive experience with time series analysis - Strong skills in handling and interpreting sales data - Excellent forecasting abilities - Knowledge of Python or R for statistical modeling Key Project Details: - The data to be analyzed is sales data - The data is already prepared and ready for analysis Your primary task will be to accurately predict future sales based on the provided data. If you have a proven track record in sales forecasting and time series analys...
I have a dataset where i want to do a time series analysis in python ( sarimax and arima)
I'm looking for a skilled developer to create a real-time AI assistant utilizing ChatGPT-4. The AI will primarily be a web-based application. Key Responsibilities: - Design and develop a real-time AI assistant using ChatGPT-4. - Ensure the assistant is efficient and user-friendly. -...create a real-time AI assistant utilizing ChatGPT-4. The AI will primarily be a web-based application. Key Responsibilities: - Design and develop a real-time AI assistant using ChatGPT-4. - Ensure the assistant is efficient and user-friendly. - The Ai should have a robot / anonymous voice. And it should be a virtual Ai that talks based on the text. Ideal Skills: - Strong expertise in AI and machine learning. - Proficiency in web application development. - Prior experience with ChatGPT-4 is a st...
I'm looking for an experienced Unity game developer to create a classic-style slot machine casino game for both web and APK format. Key Features: - The game will include bonus rounds, free spins, and progressive jackpots. - The design and aesthetic should reflect a traditional, classic slot machine style. Ideal Skills: - Proficiency in Unity and game development. - Experience in creating casino-themed games. - Ability to design engaging, classic-style slot machines. - Knowledge of incorporating game features like bonus rounds, free spins, and progressive jackpots. - Understanding of web and APK game deployment. Please provide examples of similar projects you've worked on in your bid.
...the subject company’s authorized representative, such as line of business, key executives' names, etc. • Take pictures of the subject company and its vicinity per Confirmis’ standard operating guidelines. • Provide observation about the company to gauge activeness, e.g., staff working at the premise, loading/unloading of goods, etc. REQUIREMENTS: • Must be living in (or nearby) ZONA INDUSTRIAL DA FLOR DO CAMPO, PAVILHÃO 1D 4795-507, SÃO MARTINHO CAMPO, Portugal. • Has a camera or phone/tablet of quality with a camera, internet access • Must be available during business hours (9 AM - 4 PM) on working days Please see the attached file for the site visit guidelines. You are only required to deliver the pictures, video &...
I'm looking to develop a custom keyboard app for iOS with advanced text suggestions powered by machine learning. The keyboard should allow for easy localization to Pashto and Farsi, and include several additional features. Key Features: - Advanced text suggestions using machine learning - Support for emojis - Swipe typing - Voice typing - Easy localization to Pashto and Farsi - Allow users to customize the keyboard with different themes and color schemes. - Enable users to search and send GIFs directly from the keyboard. - Support multiple languages including switching between them seamlessly. - Implement auto-correction for common typing errors. - Add customizable shortcut keys for quick access to frequently used phrases. - Include robust privacy settings to manage dat...
I'm in need of an innovative AI-powered exam simulator that caters to a wide range of testing scenarios, including academic exams, certification tests...strengths and areas for improvement. - Personalized Study Recommendations: Based on the user's performance, the AI should generate tailored study suggestions to assist in their preparation. Platform Compatibility: - The simulator needs to be accessible as a website and be mobile responsive. It does not require a dedicated desktop application. Ideal Skills and Experience: - Proficiency in AI and machine learning technologies - Experience in developing web-based and mobile responsive applications - Understanding of exam structures across various fields - Skills in creating performance analytics systems and personalized re...
I'm looking for an experienced app developer to create a B2C fitness application integrated with AI. The app should have various fitness-related functions, incl...integration in app development. - Experience with developing interactive features in apps. - Knowledge of fitness and nutrition to help design relevant features. - Previous experience with content upload and social sharing in apps. The app should be available on iOS. Include social media integration for easy sharing of content on platforms like Facebook, Instagram, and Twitter. The AI will utilize machine learning algorithms for generating personalized workout plans and meal recommendations based on user data. The app should be available on both iOS and Android. The in-app chat functionality should support text-based...
...libraries or solutions, such as those available on GitHub. Key Requirements: - Utilize YOLO/Ultralytics library for ALPR - Process video streams from multiple Hikvision cameras - Employ hardware acceleration, specifically using NVIDIA GPU - System designed for outdoor, traffic management - Capable of being deployed in a production environment Ideal Skills: - Proficient in computer vision and machine learning - Experience with YOLO/Ultralytics library and Hikvision cameras - Strong knowledge of NVIDIA GPU acceleration - Familiarity with developing for production environments - Ability to leverage and adapt pre-existing solutions Please provide examples of similar projects you have completed. a sample video :
...different criteria (e.g., location might be more important than follower count for some companies, and the opposite for others). These weights can be adjusted based on user input and the type of search query. AI Training: The matching engine will continuously be trained using past data—such as successful collaborations, user interactions, and ratings—to improve the quality of matches over time. Machine Learning and Feedback Loops: Supervised Learning: As the platform gathers data on which influencer-company pairings lead to positive outcomes (e.g., based on feedback, conversions, or repeat engagements), it will train the ML models to better predict high-quality matches. Reinforcement Learning: The AI system will learn by trial and error through user actions. For inst...
...de Mascotes 3D e Vídeos Comerciais Estamos em busca de uma pessoa talentosa, dedicada e disposta a aprender para integrar nossa equipe criativa! Se você tem interesse em criar mascotes 3D, produzir vídeos comerciais impactantes e se desenvolver profissionalmente em um ambiente dinâmico, essa oportunidade é para você. O que buscamos? • Alguém com tempo e disponibilidade para se dedicar às demandas da função; • Experiencia mínima em criação de arte; • Experiencia mínima em criação de vídeo; • Interesse em artes digitais, modelagem 3D e produção de vídeos (não é necessário ser especialista, mas desejamos al...
Hi I'm looking for someone to set this up on my local machine, willing to pay some are better llm.
I am looking for a SolidWorks expert to design and simulate a partial mechanism for a machine, based on reference photos and videos. The project includes the following: Requirements: Design the mechanism in SolidWorks using standardized materials. Test the design through simulation to ensure proper functionality. Integrate the mechanism into the existing SolidWorks file of the partially designed machine (I will provide the file). References and resources provided: Photos and videos of the current mechanism for reference (video: YouTube - mechanism functionality). SolidWorks file of the partially completed machine. Deliverables: Final SolidWorks file with the completed design. Report or demonstration of functionality tests. Applicant requirements: Proven experience...
I'm seeking a modern and sleek logo for my company. This company produces a unique machine that steers a boat using wind, akin to an autopilot. The logo should encapsulate the essence of this innovative technology while still referencing traditional boating elements. I'd like it to moderinse the attached existing logo. I'd like it to be blue on white, and easy to print as a vinyl die cut. Key Elements: Must have the name in the logo - Incorporation of boat or sailing elements - Inclusion of a Kangaroo (as a specific request) - Use of a blue and white color scheme - Incorporation of wind symbolism to represent wind-powered aspect - Emphasis on minimalist design to convey modernity Ideal Skills: - Graphic Design - Branding - Illustration Experience in designing lo...
...the grid. Submit/Modify Order Button: Submit a new order or modify an existing order • Bidding Your bid is my budget. If you deliberately put in a low bid to attract me to speak to you, you either revise your bid, or I will ignore you. • Delivery We need the source code and will integrate your program into a much larger one. You will be paid once you finish all the work and it works on my machine. We will also attack your program, as it has to be secure and reliable without loopholes. It has to be bug-free. • Platform Your code has to work on Windows. • Workplace You will be working online remotely. • Experience Please show us your detailed related work experience and portfolio. Without similar experience, you are unlikely to be awarded, as y...
I'm seeking a professional to create and train a large language AI model capable of detecting sp...trained to recognize various types of spam and fraud, focusing on voicemail spam, phone call scams, and robocalls. - Implement features such as keyword detection, voice tone analysis, and unusual call patterns to enhance the model's detection capabilities. - Integrate existing technologies, such as Whisper and OpenAI, into the model as necessary. Ideal Skills: - Extensive experience in AI and machine learning. - Proficiency in developing large language AI models. - Familiarity with audio file analysis and detection algorithms. - Previous experience with Whisper and OpenAI is a plus. Please submit your bid if you have the necessary skills and experience. I'm looking for...
...costruzione di modelli LEGO funzionanti, basati su ingranaggi, leve e manovelle, per realizzare una macchina che simuli un processo operativo di erogazione di un servizio presso un esercizio commerciale. Questo modello servirà a valutare la fattibilità di un progetto Cosa mi serve • Un modello LEGO personalizzato, progettato per rispettare specifiche tecniche (non ancora completamente definite), da discutere e sviluppare insieme. • Meccanismi manuali ben progettati, con ingranaggi e leve, che permettano di simulare un processo in modo realistico. • Supporto per valutare la fattibilità tecnica dell’idea iniziale e proporre eventuali migliorie o alternative. Chi cerco • Un appassionato LEGO con esperienza nella progettazione di...
...recommendations. Key Responsibilities: - Develop a cross-platform mobile application based on provided UI/UX designs and wireframes. Integrate Bluetooth connectivity to enable seamless communication between mobile devices and IoT fitness equipment. - Enable Cloud Environment in the application. - Implement real-time data visualization for user workouts, leveraging provided APIs for data analytics and machine learning pipelines (refer to the attached technical architecture). - Work closely with us to finalize and implement the mobile tech stack. - Collaborate on app functionalities, including onboarding flows, custom workout creation, progress tracking, and suggested exercises. What We Provide: - Complete Wireframe and User Journey - UI/UX Design Diagrams: We will sh...
I'm seeking a freelancer proficient in computer science who can source an Arabic text dataset specifically tailored for machine learning training. Key Requirements: - The dataset should pertain to the education sector - The dataset should be in Arabic - The dataset should be suitable for machine learning training - The dataset should cover various educational levels and subjects. Ideal Skills: - Proficiency in computer science - Experience in sourcing and curating datasets - Understanding of machine learning needs - Knowledge of the education sector in Arabic-speaking regions would be a plus. The dataset should consist of student essays. The dataset should have fewer than 10,000 student essays. The dataset should be in CSV format.
...high-quality photos and videos of agricultural machinery outdoors. Key Responsibilities: - Capture footage of agricultural machinery from various perspectives: - Bird's-eye view from a drone - Close-up shots of machinery parts - Wide shots showing machinery in the field - Obtain customer testimonials on camera - Conduct on-camera interviews with machinery operators to provide insights into machine performance. Ideal Skills and Experience: - Proven experience filming agricultural machinery - Proficiency in drone operation and videography - Ability to capture high-quality close-up and wide-angle shots - Experience filming customer testimonials - Excellent editing skills to produce a polished final video Please include links to your relevant previous work in your p...
share example from your past work, script and cartoon use Midjourney or Leonardo or openai or etc teach me how to do cartoons by using gen ai for kids simple one, cats , dogs, etc acceptance I can do it on my windows computer I have scenario I need to learn how to do cartoons i need to learn how to do by myself create video and audio from my text better to do it by using python api
...different criteria (e.g., location might be more important than follower count for some companies, and the opposite for others). These weights can be adjusted based on user input and the type of search query. AI Training: The matching engine will continuously be trained using past data—such as successful collaborations, user interactions, and ratings—to improve the quality of matches over time. Machine Learning and Feedback Loops: Supervised Learning: As the platform gathers data on which influencer-company pairings lead to positive outcomes (e.g., based on feedback, conversions, or repeat engagements), it will train the ML models to better predict high-quality matches. Reinforcement Learning: The AI system will learn by trial and error through user actions. For inst...
I'm in need of a Python-based web scraper that will track all products related to "goalkeeper gloves" on Amazon. The scraper should be able to collect and categorize the following data for each product: - Brand - Model - Online Price 1 - Online Price 2 - Color 1 - Color 2 - Color 3 - Size 1 - Size 2 - Ratings - # of ratings You will deliver code that I can run on my local machine, with full ownership and the ability to download and modify the code as needed. The scraper should handle pagination by scraping all available pages of search results. Ideal skills and experience for this job include: - Proficiency in Python and web scraping libraries such as BeautifulSoup or Scrapy - Experience with data categorization and handling pagination - Ability to write clear, m...