Data mining machine learning statistics and databasesproiecte

...Workflow Automation Specialist to design, build, and maintain automation workflows that streamline our operations and enhance efficiency. As part of our team, you’ll work closely with our Chief Operating Officer and AI-powered tools to create seamless integrations between platforms, solve operational challenges, and support business growth. Responsibilities: Workflow Development: Design, build, and deploy complex workflows using n8n to automate business processes. Integration Management: Connect various apps, platforms, and APIs through n8n, ensuring smooth data flow. Troubleshooting: Monitor workflows for issues, debug errors, and optimize for performance. Documentation: Create and maintain clear documentation for al...

...website to serve as the fast and responsive front-end interface for this application. This website will integrate seamlessly with our database, ensuring a smooth and efficient user experience. React's component-based architecture will allow for modular development and future scalability. Here’s a high-level overview of the application, broken down into key components: Dashboard A centralized hub displaying important metrics, charts, and quick actions for managing certifications, employees, and reports. Certification Management Tools to manage certifications, including creating, editing, and importing them, along with a history of changes for tracking. Position Management Functionality to configure job positions, assign required cert...

...landscape is characterized by an overwhelming volume of data, making it imperative for analysts to possess a robust skill set to effectively interpret market reports and make informed investment decisions. A deep understanding of financial accounting, coupled with proficiency in data analysis tools, is essential for navigating the complexities of the financial world. Core Financial Accounting Knowledge At the heart of financial analysis is a solid grounding in financial accounting principles. Analysts must be able to: Read and interpret financial statements: This includes balance sheets, income statements, and cash flow statements.1 A thorough understanding of these documents allows analysts to assess a company's financial health, performance, ...

I'm in search of a skilled technical trainer for intermediate-level, in-person workshops focusing on Data Structures and Algorithms (DSA), Machine Learning (ML), and Artificial Intelligence (AI). Key Requirements: - Engage and educate an intermediate-level audience on DSA, ML, and AI. - Design and deliver interactive, practical, in-person workshops. - Tailor content to meet the needs of the learners. - Foster a hands-on, collaborative learning environment. Ideal Skills: - Extensive knowledge and experience in DSA, ML, and AI. - Proven track record of conducting successful technical training. - Excellent communication and interpersonal skills. - Ability to simplify complex concepts for better unders...

I'm looking for a reliable and detail-oriented data entry specialist. The tasks may vary from updating databases, entering data into spreadsheets, to transcribing documents. Ideal Skills and Experience: - Proficient in data entry tasks - Strong attention to detail - Good at transcribing - Experience with updating databases - Able to work on a long-term basis for $2 per hour

...create an engaging and interactive mobile app for both iOS and Android. This app will allow guests to purchase and participate in two microlearning courses, complete with a variety of multimedia elements and playful questions. Key Features: - Guest access without the need for registration or login. - Payment gateway for course access. - a choice of different microlearning courses in hospitalty. I need the set-up, as I will write and create the content for the course myself. - Course content to include: videos, interactive quizzes, images, multiple choice questions, and connect-the-words exercises, set in correct priority, ... - Automatic email delivery of a course completion certificate. Ideal Skills: - Cross-platform mobile app development (i...

...with a modern, positive, and vibrant theme featuring **purple, black, and orange** for a beautiful aesthetic: --- ### **Design Concept: Positive Affirmations Layout** #### **Header (Top Section):** - **Background:** A gradient starting with a rich **purple** at the top, transitioning into **black** towards the center. - **Text:** "" written in **bold, elegant white font** with a subtle **orange glow** around the text. - Below it, "POSITIVE AFFIRMATIONS" in uppercase, bold **orange font**, centered for attention. - Add a small **subheading**: “Focused on Autosuggestion and Positivity” in white or soft gray for contrast. --- #### **Main Content (Affirmations):** - **Background:** A clean white area framed with a **p...

...looking for a resource with following JD (please read the JD properly and the geo location of the candidate) , do let me know if any one interested. Candidates from Bangladesh only, the project has Bangla spoken skills . It might also need a travel to Malaysia and Singapore onsite where needed. Job Summary: We are seeking a highly skilled Senior Flutter Developer with 7–8 years of professional experience in mobile application development, including extensive expertise in Flutter and Dart. The ideal candidate will possess a strong portfolio showcasing proven work in developing complex, high-performance mobile applications. This role requires in-depth knowledge of cross-platform development, leadership in project delivery, and a passion for creating se...

School Fees Management System (SFMS) Project goal Develop a system to manage and collect university fees. Scope of work - Software Development: Create a comprehensive system for managing school fee processes. - User Interface: Develop an intuitive user interface for ease of use by college administrators and students. - Database Integration: Set up a secure database to handle student financial details and transactions. Technical requirements - Secure Payment Gateway through School Fees Collection/Payment Sources (Banks, Payment Gateway, OTC) - Integrate reliable and secure payment methods for fee processing. - Multi-User Support: System should support multiple user roles such as administrators and students. - Scalability: Ensure the software is scalab...

I'm seeking a professional to design an education-focused software for me. The main purpose of this software is to facilitate the creation of customized question papers. Key Features: - Ability to generate que...professional to design an education-focused software for me. The main purpose of this software is to facilitate the creation of customized question papers. Key Features: - Ability to generate question papers from a question bank based on specified criteria such as marks and difficulty level - User-friendly interface Ideal Skills: - Experience in designing e-learning or educational software - Understanding of question paper creation process - Ability to create intuitive, user-friendly software Please provide your relevant portfolio and examples of simil...

I'm looking for an experienced WordPress developer who can create a Learning Management System (LMS) platform on WordPress. The LMS should support three user roles: Students, Instructors, and Administrators. Key features of the LMS: - Course Content: The courses will include a variety of content types such as video lectures, quizzes and assignments, as well as PDF and text documents. - Course Access: Each user should have an individual login per course. Ideal candidates for this project should have: - Extensive experience in WordPress development. - Prior experience in developing LMS platforms. - A good understanding of the requirements for supporting different user roles. - Ability to integrate various types of course content. - Skill in creating secure...

...supporting three tiers of administrators. Key Features: - Top admin capabilities: Creating new admin accounts and generating passwords directly from the site. - Admin panel functionalities: Posting announcements about in-game events and tracking event details, allowing other admins to log their participation. - Simple authentication system: Using usernames and passwords. - Database Connection: Website linked to a MySQL database for effective data management. The ideal freelancer for this project should have extensive experience in web development, particularly in creating custom admin panels and working with MySQL databases. A keen understanding of user authentication systems and experience with event tracking features would be highly ...

I'm looking for someone that ca...The games should be designed to help improve their vocabulary and spelling skills in a fun and interactive way. Key Features: - Designed as word games to enhance English learning - Compatible with multiple Chromebooks for simultaneous use - Incorporates a high score leaderboard for competitive spirit and motivation Ideal Skills and Experience: - Proven experience in game development, especially in creating educational games - Strong understanding of word games and their potential for language learning - Experience with developing for Chromebook - Ability to incorporate multiplayer features effectively I am looking for a developer that can create captivating and educational mini games that...

...permettons à une équipe de collaborateur de partager une maison au vert pour y travailler et créer du lien pendant quelques jours. Nous recherchons un consultant freelance en Outbound Lead Generation capable de mettre en place et de piloter une stratégie performante et adaptée à notre cible. Pour visualiser notre site web : Mission : Objectifs : - Mettre en place une "machine" à leads prévisible et scalable, générant un flux continu de rendez-vous qualifiés. - Optimiser notre stratégie outbound en utilisant les meilleures pratiques pour atteindre nos cibles principales : - Cible 1 : CEO, PDG, Fondateur (entreprises de 20 à 100 employés). - Cible 2 : RH, Office Manager,...

...my website and become more visible online. our website about Arabic language learning and resources, I have all the content as well as examples of all pages (exactly similar services) as references. I am available to discuss this in a call. Key Features: - Secure user accounts with both Email and Social Media Login options, primarily Google, Facebook and Instagram - A dedicated section for individuals, schools and enterprises to have access to LMS, complete with a separate login for authors - Seamless integration with our Facebook and Instagram page, allowing followers to see every new post directly on the website Portfolio Section: Development of a visually organized portfolio section to present completed projects effectively. Inclus...

...you have a natural flair for connecting with people and an interest in design? Do you have an eye for detail and a desire to help people achieve their goals? We’re looking for a Community Manager to help us on our mission to democratize design education. We’re not just a learning platform—we’re the largest community for designers and design enthusiasts in the world. At Interaction Design Foundation (IxDF), we’ve already helped over 165,000 graduates to improve their skill sets and careers—but we’re just getting started! Our ever-growing community now needs a passionate community who will drive, shape, and grow the conversation around great design everywhere. *** What you will be doing *** Our communit...

...Description: I’m looking for a skilled social media expert to help manage and grow my Xiaohongshu (RED) account. My main goal is to attract students—both adults and younger learners (ages 8–18)—interested in improving their English skills and convert them into private students. Since Xiaohongshu does not allow direct advertising of private lessons(i think..), the focus will be on creating engaging, educational posts that showcase my expertise as an English teacher in a subtle but effective way. Responsibilities: Design and create visually appealing, high-quality posts (images, carousels, or short videos) for different audiences: Adults: Content focused on Business and Travel English, such as professional vocabulary, email writi...

...PDFs. The application will then analyze the report and ultimately provide feedback to the user on whether their uploaded report is genuine or fake. Key Requirements: - The application should employ social media login for user authentication. - Front-end development should utilize React.js. - A NoSQL database should be used for storing documents and user data. Ideal Skills and Experience: - Proven experience in full-stack development, specifically with creating web applications. - Extensive knowledge and experience with React.js for front-end development. - Familiarity with NoSQL databases. - Understanding of social media login integration. - Previous work with document verification systems is a plus. I look forward to your bids and...

...you have a natural flair for connecting with people and an interest in design? Do you have an eye for detail and a desire to help people achieve their goals? We’re looking for a Community Manager to help us on our mission to democratize design education. We’re not just a learning platform—we’re the largest community for designers and design enthusiasts in the world. At Interaction Design Foundation (IxDF), we’ve already helped over 165,000 graduates to improve their skill sets and careers—but we’re just getting started! Our ever-growing community now needs a passionate community who will drive, shape, and grow the conversation around great design everywhere. *** What you will be doing *** Our communit...

...roles, and financial tracking. It is designed for hotel managers and staff. Core Features The dashboard displays key metrics such as check-ins/outs, bookings, and cafe orders. Booking management allows adding and managing reservations with WhatsApp integration and a calendar view. Cafe management handles orders, reservations, and menus. Guest management provides access to booking details and interaction history. Room management covers inventory, pricing, and assignments. Financial management includes tracking expenses, revenue, and generating reports. Staff roles and permissions can be managed with activity logs. The app supports multi-property management and multilingual functionality via Google API. Extras ...

I'm seeking a skilled data scientist to create a full Machine Learning model using SVM, GA-SVM (Genetic Algorithm Optimized SVM), and gcForest. The task involves evaluating their performance based on the following metrics: Accuracy, Precision, Recall, F1-Score, and AUC-ROC. The validation method to be employed is Stratified K-Fold Cross-Validation. Key Details - Dataset: Custom dataset in CSV format - Preprocessing: The dataset is already preprocessed, so no additional handling of missing values or feature scaling is necessary. Ideal Skills - Proficient in SVM and gcForest - Experience with Genetic Algorithms - Strong understanding of performance metrics - Familiarity with Stratified K-Fold Cross-Validation Project deadline: 2 weeks (if ...

This project aims to develop a robust and automated database system that collects, stores, and manages listings from public portals related to funding and tenders programmes. The system must include automated daily web scrapers to pull new announcements and update the database efficiently. This solution will enable seamless data retrieval, analysis, and management for stakeholders. Scope of Work 1. Database Development • Design and implement a scalable, secure relational database (e.g., MySQL or similar) for storing funding and tender listings. • Database structure should accommodate fields such as: • Title of the funding or tender. • Description and eligibility criteria. • Submission deadlines. ...

I'm looking for a professional content editor to refine a 10-chapter course curriculum, with each chapter containing about 15 pages. The course primarily deals with Music and instrument learning and includes images and text with illustrations.

I need a detailed summary of my foundation's hiring drive training report and joining data in a spreadsheet. The spreadsheet should have specific sections including Training details, Joiner statistics, and Hiring statistics. Ideal Freelancer: - Excellent data analysis skills - Proficient in creating visually appealing and informative graphs - Experience in HR data analysis is a plus - Attention to detail and ability to deliver accurate work.

...Specification (TS) for the Platform for Renting Mining Power for Cryptocurrencies 1. Introduction Project Goal: Create a platform for renting mining power for cryptocurrencies and selling mining equipment. Project Description: The platform allows users to rent data center power for mining Bitcoin and other cryptocurrencies, as well as to buy and sell mining equipment. 2. Functional Requirements Registration and Authorization: Support for new user registration and authorization through social networks and email. Power Rental: Option to choose power and rental cost, configure mining parameters. Equipment Sales: Catalog of mining equipment with the option to buy and...

...workflow with n8n and vapi AI. The primary purpose of this workflow is to automate customer interactions via a voice AI. Key Components: 1) Trigger - The workflow will be initiated by a call from a customer. 2) vapi AI - This will handle the call. 3) Google Sheets - All transcriptions from the call will be stored here. 4) Various Databases - The workflow will connect to different databases, including those for contracts and customer data. 5) Data Recording - vapi AI will record data for future interactions. 6) Calendly Integration - The workflow will also incorporate data from Calendly. Critical Integrations: - The most crucial integration for this workflow is the database for contracts and customer data. Please no...

...I created as part of a competition, and one of the first projects I created and designed myself, as this project is personal to me as I have seen Rising concerns about stress, anxiety, and burnout in educational environments and a lack of Need for accessible, innovative solutions to support mental well-being so come up with the idea of design tools and platforms that empower resilience and promote holistic well-being and the Mental Health Crisis in Education and challeneges the Overwhelming academic pressure and Increasing rates of anxiety and depression, High levels of burnout and job dissatisfaction, lack of support systems, Stigma around mental health, limited access to resources .impact of poor mental healt...

I'm looking for an expert to enhance the loading speed of my Learndash LMS, particularly on individual course pag...LMS, particularly on individual course pages. The main focus should be on improving performance related to interactive elements such as quizzes and assignments. Key Tasks: - Analyze and optimize page loading speed on individual course pages - Identify and clean up unnecessary plugins - Enhance user experience by ensuring smooth interaction with course content Ideal Skills and Experience: - Extensive experience with Learndash LMS - Proven track record in website speed optimization - Proficient in troubleshooting and resolving performance issues - Experience in plugin management and clean-up - Strong understanding of interactive...

I'm seeking a data scientist experienced in Python and machine learning to help me predict employee turnover and analyze the results with visualizations. - Model Building: You will primarily be working with regression models to predict turnover based on various factors. - Data Visualization: The analysis should include line charts to visualize trends and patterns over time. Ideal candidates will have a strong background in data science, particularly in using Python for machine learning and data analysis. Experience with HR data would be a plus. Please note, the specific data sources for this project will be provided upon the commencement of the project.

I'm looking for a comprehensive UK B2B database with at least 2 million records, Only bid if you already have it Data Requirements: - Company name and address - Contact person's email and phone number - Industry type This database will be primarily used for email marketing campaigns. Ideal Skills and Experience: - Previous experience in sourcing B2B databases - Understanding of UK SMEs landscape - Skills in data verification and validation - Experience in email marketing - Knowledge of data protection regulations

...skilled and experienced freelancer to design and develop a responsive company website using Bootstrap. The project involves creating a professional, user-friendly, and visually appealing website with the following specifications: Project Scope: Responsive Website Design: The website should be fully responsive, adapting seamlessly to various devices and screen sizes. Bootstrap framework is preferred to ensure compatibility and ease of development. Pages and Structure: The website will have up to 25 pages, including sections such as Home, About Us, Services, Industries Served, Case Studies, Blog, Contact Us, etc. A scalable structure should be implemented to accommodate future updates. Content Development: The freelancer will be responsible fo...

...research, page design, and Facebook Ads campaigns independently. Regularly provide updates and seek inputs for strategic alignment. Shopify Store Management: Import products into Shopify, ensure accurate inventory syncing, and maintain stock levels. Create and optimize visually appealing product pages using tools like Gem Pages. Organize collections and ensure smooth backend operations. Strategy Development & Execution: Develop and refine strategies for product selection, ad targeting, and workflow optimization. Identify and implement process improvements for better efficiency and results. Facebook Ad Campaigns: Plan, execute, and optimize Facebook Ads campaigns to maximize ROI. Monitor campaign perform...

...Social Media Data Project Overview: We are looking for a freelancer to develop a simple prototype for a project that monitors disease-related trends using social media data (e.g., Twitter). This is a proof-of-concept project intended to explore feasibility, and we plan to expand it into a larger project once we get confidance. The main goal is to extract and analyze basic trends using natural language processing (NLP) and machine learning, along with simple visualizations. --- Scope of Work: 1. Data Collection: Collect a small dataset of tweets or public health data using the Twitter API or any other publicly available source. Focus on disease-related keywords (e.g., “flu,” “dengue,” or &ldqu...

...help create a Learning and Development app. The primary audience for this app will be students. The app should be able to deliver various educational content and track the progress of its users. Key Features: - Quizzes and Assessments: The app should be able to generate quizzes and assessments to test the knowledge of the users. - Video Lessons: Integrating video lessons into the app is crucial. The developer will need to work on a seamless interface for viewing educational videos - Progress Tracking: A system that tracks and displays the progress of each user is essential. This feature should be user-friendly and intuitive. Ideal Skills: - Proven experience in Huawei app development - Strong understanding of creating educational apps -...

I'm looking for a talented author and illustrator for a children's book aimed at 8-12 year olds. The book should be engaging and fun, with cartoon-style illustrations, and ultimately convey a moral lesson. Key aspects of the project: - Target Audience: The book is intended for children aged 8-12 years. - Illustrations: Cartoon-style illustrations are preferred. These should be vibrant, engaging and suitable for the target age group. - Theme: The story should be centered around 'learning a life lesson'. This could be woven into the narrative through the animal characters' experiences and adventures. Ideal skills and experience: - Proven experience in animating animals. - Strong skills in creating cartoon-style illu...

...an expert in machine learning to help me identify phishing attacks on my network. The focus of this project is to develop a system that can effectively detect these types of network threats. Key Responsibilities: - Design and implement a semi-supervised learning model for detecting malware, using both labeled and unlabelled data - Develop a machine learning software that can prioritize detecting phishing attacks - Utilize available data sources, primarily email communication records, to train the model Ideal Skills: - Proficiency in machine learning, particularly semi-supervised learning - Extensive experience in network security, specifically in detecting phishing attacks - Familiarity with data...

I need an AI model that can assist with various decision-making processes. The model should be designed to provide a decision for any question posed...model should be designed to provide a decision for any question posed to it, regardless of the context. Key Requirements: - The model will primarily utilize user input data to make decisions. Therefore, it should have the capacity to process and learn from a wide range of inputs. - Given that the specific format of historical data hasn't been determined, the model should be flexible and adaptable to different data formats as needed. Ideal Skills and Experience: - Proficiency in AI and machine learning - Experience in building user-interactive AI models - Ability to create...

Ready-to-Print Output (Similar to samples provided) - Concise, structured content with sections as outlined in the brief (3–5 lines for steps and interpretation of results for each test) - Relevant reference citations specific to each test. - Organized content in a systematic and easy-to-read format. - 2+ rounds of review/edits, with feedback incorporated during weekly check-ins. - Fully formatted content with visual aids, including high-quality infographics and images wherever relevant. - Learning aids/ mnemonics incorporated into the content - Professionally designed layout including visual elements, optimized for print and student engagement. Final Output: - High-quality print-ready PDF of the booklet - Text-only document of content

I need you to fix my own proyect. Developing a compiler involves a series of steps, incl...compiler involves a series of steps, including lexical analysis, parsing, semantic analysis, optimization, and code generation. The compiler is usually divided into a front-end and a back-end. Steps Lexical analysis: Also known as scanning, this is the first stage of compiler design. It involves recognizing the tokens that the grammar defines, such as keywords, operators, and constants. Parsing: Also known as syntax analysis, this is the second stage of compiler design. Semantic analysis: This is the third stage of compiler design. Optimization: This involves optimizing the code. Code generation: This involves translating the intermediate representation produced by the fron...

I'm looking for a professional content writer with a knack for keyword selection and SEO strategies to help generate leads for my Learning Management System (LMS) business. The content needs to be persuasive, aiming to convert readers into potential leads. Key Responsibilities: - Perform keyword selection to optimize content for lead generation. - Create persuasive content that can effectively promote my LMS and generate leads. - Ensure the content is tailored to the LMS industry. Ideal Skills: - Proven experience in content writing and SEO. - Deep understanding and experience in the LMS industry. - Strong ability to write in a persuasive tone.

I'm looking for a PowerPoint presentation that will be used in our upcoming sales kick-off meeting. The primary objective of the meeting is to share our sales strategies ...strategies for the upcoming period. Key Requirements: - The presentation should have a professional yet motivational tone. It must inspire the team but also maintain a level of professionalism suitable for a corporate setting. - The content should incorporate various sales data and statistics, as these will form a key part of the presentation. Ideal Skills: - Proficiency in PowerPoint and experience in creating corporate presentations. - Excellent understanding of sales data and the ability to present it in an engaging and comprehensible way. - Backgroun...

I'm looking for a proactive and skilled Social Media Manager + Virtual Assistant to help drive sales, manage administrative tasks, and support live shows through our Instagram account. The ideal candidate will be capable of content scheduling, engaging with our audience, providing customer service responses to direct messages and comments, assisting during live events, and managing databases and invoices. Key Responsibilities: - Content Scheduling: Plan and schedule diverse content, including promotional materials, educational content, and user-generated content. - Engagement: Actively engage with our audience, fostering a sense of community and driving interaction. - Customer Service: Respond to direct messages and...

I'm seeking an experienced developer for an AI deep learning stock program. The ideal candidate will have relevant experience in stock program development and deep learning. Key Requirements: - Proven track record in AI and deep learning applications, particularly in stock market - Excellent programming skills - Ability to integrate various data sources Ideal Skills: - Proficiency in Python with TensorFlow, R with Keras, or C++ with PyTorch - Strong understanding of stock market dynamics - Experience with real-time market data, historical stock data, and news and social media feeds Please note, only developers with relevant experience in AI deep learning stock program development are allowed to participate...

...looking for a professional developer to create a Progressive Web App (PWA) and a corresponding website for selling digital virtual goods. While I have not specified the type of goods or the exact features yet, I would like the developer to suggest core features that are typically used in such platforms, including but not limited to: - User account management: This should allow customers to create, manage and secure their own accounts. - Payment gateway integration: A secure and reliable payment system is crucial for any e-commerce platform. - Product search/filter: A user-friendly search and filter system to help customers navigate through the available products. Your expertise in this area will help shape the project and ensure we include all nece...

I need assistance in finding, setting up, and learning how to use a voice-based AI personal assistant on my iOS smartphone. Ideal Skills: - Expertise in AI personal assistants - Proficiency in iOS - Excellent teaching skills - Experience with voice-based AI assistants - Strong communication skills

I'm looking for an AI expert to develop a voice-based personal assistant chatbot for me. This chatbot should be capable of managing schedules, setting reminders, and retrieving information. Ideal Skills: - Proficiency in AI and machine learning - Experience in developing chatbots, particularly voice-based ones - Knowledge in natural language processing - Familiarity with scheduling and reminder software integration - Ability to create an intuitive and user-friendly interface Please provide examples of previous work in your proposal, specifically any voice-based personal assistant chatbot you've developed.

I'm seeking a ...responses drawn from the content of these PDFs, which may vary in complexity and subject matter. Key Responsibilities: - Develop a chatbot that can interpret and respond to questions based on the information contained in PDF documents. - Ensure the chatbot can handle a range of PDF types and content complexities. Ideal Skills: - Proficiency in AI and machine learning, with a focus on natural language processing. - Experience in developing chatbots, particularly those capable of analyzing and interpreting document content. - Familiarity with PDF data extraction techniques. Experience with creating chatbots for web applications or messaging apps is a plus. The project scope may expand to include specific types o...

Job Title: Power BI Freelancer Needed for Data Visualization and Reporting Job Description: We are looking for a skilled Power BI freelancer to assist with creating interactive dashboards, reports, and data visualizations. The ideal candidate will have a strong understanding of Power BI, data modeling, and business intelligence tools, with the ability to turn complex data into clear insights. Key Responsibilities: Design and develop Power BI dashboards and reports. Connect to various data sources (SQL, Excel, cloud databases, etc.) and transform data for reporting purposes. Implement DAX queries and functions for calculated measures and columns. Ensure data accuracy and ...

...seeking a skilled professional to extract data from low-quality eFax PDF documents using various tools and techniques. This project primarily involves AI/ML data extraction, focusing mostly on text data. Key Responsibilities: - Utilize EasyOCR, pdfplumber, and OpenCV for document processing. - Implement with Python, , and Label Studio for annotation and user interface. - Apply spaCy for Natural Language Processing and Named Entity Recognition (NER). - Leverage PyTorch and Hugging Face's Datasets and Transformers within a machine learning framework. - Store metadata in PostgreSQL. Ideal Skills and Experience: - Proficiency in OCR, PDF processing, and image handling. - Strong backgrou...

Purpose: This document defines the requirements for developing a scraping script that extracts data from the website with the aim of storing catalog information in a relational database. This includes categories, subcategories, machine plans, parts of each machine and their respective images.