I am looking for a talented iOS developer to create an app that enhances productivity. As the main focus of the application, the design and functionality should be intuitive and user-friendly. Key Responsibilities: - Develop a productivity app for use on iOS devices - Ensure each feature works seamlessly and integrates well with other features - Provide regular updates and revisions based on testing and feedback Ideal Candidate: The perfect candidate for this project will have a proven track record in iOS development and a thorough understanding of developing apps for productivity purposes. Timeline: While quality is more important to me than speed, work should be completed in a reasonable timeframe and in a dedicated manner. The precise details of the app's functionali...
كاتب قصص باللغة العربية مبدع العمل لفترة طويلة >> الدفع يومي وحسب عدد ساعات العمل القصص هي قصص رومانسية We are in search of a skilled native Arabic writer to collaborate with us on an exciting project. The task involves creating compelling and captivating short stories in Arabic, catering to a diverse audience. Key Objectives: Creative Storytelling: Develop unique and imaginative short stories in Arabic that engage readers. Showcase creativity and originality in crafting narratives that resonate with a broad audience. Native Arabic Fluency: Demonstrate a deep understanding of the Arabic language, including cultural nuances and linguistic richness. Produce content that feels authentic and culturally relevant to Arabic-speaking readers.
I need assistance with an assignment concerning supporting personal wellbeing in the workplace. Key Requirements: This workplace project requires you to demonstrate skills and knowledge to support own personal wellbeing in a simulated workplace (Bounce Fitness) This assessment includes the following tasks: Task 1: Reflect on Personal Wellbeing and develop a Communication Plan Task 2: Communicate with the Supervisor Task 3: Formal and Informal Wellbeing Resources You will need at least one participant for this assessment. Ideal Skills: - Background in Psychology, HR, or similar fields. - Experience in academic writing, particularly in the realm of employee wellbeing. - Ability to deliver high-quality work within a tight timeframe. Please let me know if you have questions or nee...
...Coverage: The percentage of statements executed during testing. Branch Coverage: The percentage of acyclic paths executed during testing. For example: Statement Coverage: 50% Branch Coverage: 12% PART 2: Fuzzing with Mutated Inputs In this part, you will develop a fuzzer designed to automate the generation and mutation of test inputs to maximiSe the coverage of a test suite. The primary goal is to expand the test coverage by identifying and adding inputs that expose new paths or states in the software under test. Objectives Develop a fuzzer capable of generating and mutating test inputs. Implement a method to measure the increase in test coverage. Automate the process of enhancing the test suite with inputs that increase coverage. Requirements This task requires you ...
I am looking for an experienced freelancer to assist in creating an e-commerce website for the sale of physical products. - Platform: The specific platform hasn't been decided yet, hence, your expertise on which will suit best between WordPress, Shopify, or Magento is needed. - Products: The site will be utilized to sell physical products only. - Categories: We will have fewer than 10 product categories. Ideal Skills: • Experience in building e-commerce websites • Advanced knowledge of WordPress, Shopify, or Magento • Understanding of UX for product categorization and listing. Please, in your bid, advise us on the best platform to use and provide samples of e-commerce sites you have designed in the past.
I'm in need of an experienced Django developer to help me create a Jinja2 template with an interactive user interface. Here's a more specific breakdown: - The task primarily involves setting up a basic level of interactivity in the user interface, focusing on forms submission. - Additionally, the design...involves setting up a basic level of interactivity in the user interface, focusing on forms submission. - Additionally, the design should be modern and minimalist, with a clean and functional layout. I'm looking for a professional who is experienced in Django and Jinja2, and who can take my style preferences into account while delivering a user-friendly and engaging interface. Experience in front-end design, particularly with modern and minimalist aesthetics, ...
I need one PHP Developer with good knowledge of front end I need some tasks I need work for long term
I'm looking for a developer with over 5 years of experience in the following areas: Angular front-end development, Node.js back-end, and Postgres database management. The project will be on a per-hour basis. Key Responsibilities: - Design and develop the front-end using Angular - Set up and manage a complex Postgres database Front-End Design Requirements: - Create a modern and clean design for the user interface Ideal Candidates Should Have: - Minimum 5 years of experience in Angular, Node.js, and Postgres - Proficiency in designing modern and clean interfaces - Experience in managing and optimizing complex databases - Strong communication skills - Ability to work effectively on an hourly basis and provide regular updates and progress reports This proje...
I'm looking for a front-end developer proficient in HTML, CSS, and JavaScript to help me build a classic themed personal blog. Key requirements: - Proficiency in HTML, CSS, and JavaScript is a must. - Understanding of classic design and layout is highly preferred. - Prior experience in developing personal blogs would be a plus. Your role will be primarily focused on crafting a classic, user-friendly interface for my personal blog. The ideal candidate will ensure the website is visually appealing, easy to navigate, and optimized for a seamless user experience. You should be able to bring creativity and attention to detail to the project.
I'm looking for a creative designer who can develop engaging and fun cartoonish style YouTube thumbnails for my channel. The thumbnails will primarily be used to showcase the title of the video, so a good understanding of typography is essential. Key deliverables: - Design of cartoonish thumbnails that are in line with the video content - Inclusion of the video title on each thumbnail in a visually appealing manner Ideal Skills and Experience: - Strong portfolio of previous thumbnail design work, preferably focused on YouTube content - Proficiency in using design tools such as Adobe Photoshop, Illustrator, or any other relevant software - A good understanding of typography and how it can be used to enhance a design - Ability to communicate effectively and incorporate feedba...
I need a proficient developer to build an e-commerce site that supports both physical and digital products. Expertise in popular e-commerce platforms like WooCommerce, Magento, or Shopify is expected. You should also have a concrete understanding of payment integrations, as the platform must support Credit Card and PayPal transactions. Key requirements include: - Product Category Integration: The setup must seamlessly differentiate between physical and digital goods, offering a user-friendly experience for customers shopping both categories. - Payment Gateways: The developer should successfully integrate both PayPal and Credit Card payment options, guaranteeing secure and efficient transactions. - Project Timeline: I am looking to have the project completed within a month. Th...
I'm in search of a talented and experienced content creator to develop engaging and modern content for my Instagram ads, which will primarily be image and video-based, working to drive traffic to my website. Key Responsibilities: - Creating image and video-based ads that are highly engaging and visually appealing - Ensuring the ads are in line with a modern, minimalist theme - Focusing on driving traffic to our website through the ads The ideal candidate for this project should have: - Proven experience in creating high-quality, engaging image and video-based content for Instagram - Experience in creating ads that drive website traffic - A strong understanding of modern, minimalist design principles - A solid portfolio demonstrating previous successful ad campaigns If you�...
I am seeking an experienced engineer to create a Podman Compose file designed for a Logstash environment. The key objectives of this project are to automate the setup and configuration of multiple pipelines and ensure seamless file transfers from the host to the container. Project Requirements: Pipeline File Creation: -Automatically generate 13 blank pipeline files as placeholders to verify the initial setup. File Transfers: -Transfer 13 pipeline configuration files from the host to the container, specifically to /usr/share/logstash/config. -Move the configuration file from the host to /usr/share/logstash/pipeline. -Transfer a JDBC driver from the host to /usr/share/logstash/config. Java Keystore Setup: -Configure a Java Keystore on the host with 5 variables (names can be placeholders)...
Hello We need you to install and configure pop and imap4 servers. You will also install and configure a web front-end for the above servers. You need to be able to install the servers using Ubuntu . I will share the exact details to bidders. Thank you Alfred
I'm in search of an adept archit...whole redesign process, from conceptual design to final blueprints Key Responsibilities: - Suggest innovative design ideas based on modern architecture trends - Develop a complete redesign project for my existing structure - Create architectural drawings for a double-storied residential home Ideal Skills: - Proven experience in home redesign projects - Excellent knowledge of modern architectural design - Expert in using architectural design software. I look forward to seeing your creativity unleashed on this project. plot size is 20 meter x 33 meter, but as per local rule, i need to leave 1.5 meter both side and front and back 3 meter need to leave. looking if you can suggest for the current old house redesign or complete n...
...is the detailed quotation for creating XML documents and a DTD for your specified tables: XML Document Creation For each specified table, we will create a corresponding XML document. Tables: Exam: Fields include Exam_ID, Patient_ID, MD_ID, Room_ID, Start_Time, Finish_Time, Anesthesia. MD: Fields include MD_ID, Name, Pager_Number, Phone_Number, Specialty, Working_Address. DTD Creation We will develop a DTD for the Exam table, ensuring it matches the structure and relationships depicted in your data model. Milestones: Initial setup and creation of the XML document for the MD table. Creation of the XML document for the Exam table. Development and finalization of the DTD for the Exam document. Total Cost: 120 USD Delivery Timeline: We aim to deliver the initial XML document with...
...product management systems is essential. - Pet specific categories: The website should have clear and intuitive categories for each type of pet. - Bright and playful design: The design should be modern, colorful, and attractive to pet lovers. - Mobile responsiveness: The website should be optimized for mobile devices. Skills Needed: - Proficiency in web development, specifically in e-commerce and front-end development. - Experience in designing fun and colorful interfaces. - Understanding of SEO best practices to help improve the online visibility of the website. - Knowledge of security and privacy standards for online stores. - Good communication skills and the ability to work collaboratively to bring my vision to life. If you feel you have the required skills and are ex...
I am seeking an innovative financial technology freelancer to develop an AI system for personalized finance. This system will primarily focus on facilitating better financial decisions for users. It uses web UI with subscription base as well as Mobile app Key AI Features: - Predictive analytics capability to forecast potential financial outcomes - Implementation of NLP for easy user interaction - A recommendation engine for personalized advice Data Analysis: The system must be proficient in analyzing various types of financial data, including but not limited to: - The user's income and expenses to track financial habits and frequent expenditures - Investment portfolios for trend analysis, risk assessments, and potential growth opportunities - Credit card transactions to gai...
I have an existing Magento website that urgently needs development. I'm looking for a skilled developer who can jump in and help me update and optimize it as soon as possible. Key requirements: - Experience with Magento development - Ability to work quickly and efficiently
...proficient AI developer who can compose a solid AI workflow - deploys advanced techniques of automation to improve and streamline the process of data entry for tender bidding / to be able to fully automate pre-qualifications and tender applications. Take a request for tender and automate filling it out / making up similar projects / complete tender writing Key Task: - To conceptualize and develop an AI-powered workflow that focuses on automating data entry and writing tasks, helping us manage our tender workflow more efficiently. Data Specifications: - The data comprises mainly of text-based documents. - The volume of the documents is medium, amounting to several hundred documents. Requirements: - Expertise in AI, Machine Learning and automation - Solid experience w...
I need a skilled web developer to design and develop a website for an online auction service. The site should include the following key features: - User registration and login: Users should be able to create accounts and log in to the website. - Bidding system: The website should support a bidding system where users can place bids on listed items. - Listing and searching items: Sellers should be able to list their items for auction, and users should be able to search for specific items they are interested in. Furthermore, the website should have a feedback and rating system where users can leave feedback or ratings for the sellers. Ideal skills and experience: - Proficiency in web development, particularly in e-commerce websites and auction systems - Knowledge of user experience...
As a savvy enthusiast in the blockchain space, I need a developer with a deep understanding of Ethereum blockchain to develop a smart contract for me. My end goal with this project is to create a token with fixed supply. Ideal Skills: • Proficient in Solidity • Proficient in Ethereum blockchain • Understands tokenomics, particularly fixed supply • Knowledgeable about smart contract development
Hello. I'm looking to create a single-page informational starter site. I need a skilled professional to help design and develop the site using 10web, a platform that utilizes Wordpress AI Builder. Key requirements include: - A design that's both appealing and user-friendly. As I'm open to suggestions, I'm hoping you can build upon the current vision and guide me in creating a visually appealing site, leaning on your expertise and experience. - The primary goal of the site is to provide information and is meant to be a very basic starter site, so the design should be focused on ease of access and readability. - The site will be structured into two main sections: a business venture and a non-profit section. Ensuring that the design can clearly delineate and n...
I need a professional developer to assist with creating a Shopify template. The design is based on a Magento template from my another shop. Key requirements for this project include: - Creating a Shopify template that closely mirrors the design of an existing Magento template, incl. graphics and layout - Keep the menu structure from the Magento shop I am looking for someone with the following skills: - Proficient in Shopify and Magento, with the ability to translate designs between the two platforms
I need an experienced developer who has proficiency in JavaScript, Node.js, and to update my site with Paypal integration. The objective is to provide payment options for our customers that include Credit Card, Debit Card, and Bank Transfer. Key Requirements: 1. Shop Page: Front basic design is in the image. Bootstrap 4 should be leveraged for the design of this page. It should feature a table of products with no images necessary. The product is in game money called diamonds, they can purchase 1500, 3000, 4500 etc.. 2. Paypal Integration: Seamlessly process payments through Paypal from the aforementioned payment methods - When user make the full purchase completley, he will automatically get the items in game, and a report should be updated in database(new table called purchases
I need an expert in Robotic Process Automation (RPA) to create a program that can handle all my email communication with a single button click. Key Responsibilities: - Automate the replies to incoming emails: The RPA should be able to analyze the content of incoming emails and send the appropriate response. - Develop a user-friendly interface: The program should be simple to use and require only a single button click from the user to send the relevant response. Ideal Skills and Experience: - Proficiency in RPA tools: The freelancer should have experience working with tools for RPA, particularly in the context of email automation. - Strong understanding of email communication: The freelancer should have a deep understanding of how email communication works, and how to automate ...
...themselves or you can choose for the enquiries to go through you first. - Clients can leave reviews for each escort - Site owner can approve (or not) each escort review before publishing on the escorts profile - Visitors can read published reviews of each escort - Create your own main categories and subcategories (unlimited) - Create your own profile fields which can also be searchable on the front end of the site - Feature selected escorts and agencies and charge extra - Accept paid banner advertising from adult related businesses ie: photographers, drivers etc - All new escorts automatically shown on main page of site - All site URL's are search engine friendly (optimisation built in) - Approve registrations so nothing goes on your site without your approval - Independent...
As a developer of static information websites, I'm seeking the skills of an AI and Python specialist to develop a solution that can effectively test and validate my projects. The solution should be able to perform specific tasks including: - Identification and testing of website links - Evaluation and testing of form submissions These tasks are integral to ensuring the efficiency of my websites and I'm confident they can be adequately performed using AI technologies. I'm open to using Python or C#, if that's what you're proficient in. Preferred skills and experience include: - Python or C# programming - AI or Machine Learning - Web scraping - Knowledge in building and testing static information websites This project will require creativity and precision...
I'm looking for a proficient mobile app developer who can build an iOS application aimed at sharing information from professional consultation experts. The main feature of the app is to facilitate information dissemination by these experts. Key responsibilities: - Develop an iOS application from scratch - The app should serve as a platform for sharing expert professional consultation - Ensure smooth and effective information flow within the app Ideal Skill Set: - Expert in iOS app development - Past experience in designing similar information sharing applications - Understanding of user-friendly interfaces for efficient information transfer - Familiarity with industry-standard protocols for data security and privacy.
...Minecraft), wearing a cape or tunic or another one-in-one dress. You can't make super heroes with or without a mask either. Characters from Cartoon Network, Disney or Nickelodeon of flat colors, etc. - You must have a full head visible in the texture (Hair, eyes, ears, mouth, nose), you must wear different garments on the torso and legs. He must have hands with fingers. Shoes where the sole, the side, front and back are different. Do not use flat colors for your texture, use folds, wrinkles and shadows to denote continuity from one side to the other of the model. - To avoid flat colors, use folds in clothes, dirt and shadows, where you can see continuity between planes of different views. ● Unwrap: Correct opening of the model parts in UV coordinates. ● Design: Design co...
I need an experienced social media manager to grow my startup, which supports the wellbeing of athletes and their families worldwide. Our social media presence spans Facebook, Instagram, Twitter, and LinkedIn. Key Responsibilities: - Develop and implement a social media strategy aimed at increasing brand awareness. - Generate leads and drive sales through our established subscription model. - Cultivate a loyal online community. Our target audience includes athletes, their families, sports management companies, and related brands. The ideal candidate for this role has a successful track record in social media marketing, particularly within the sports industry, and a strong understanding of operating effectively across multiple platforms. An understanding of marketing to a diverse ...
I'm looking for an experienced crowdfunding specialist to help me launch a program aimed at raising $250,000 in 3 months. The funds raised will be directed towards supporting various charitable organizations. Key Responsibilities: - Develop a comprehensive crowdfunding strategy specifically tailored towards the charity sector - Implement and manage the campaign from start to finish - Utilize innovative techniques to reach and engage potential donors - Regularly monitor and assess the campaign's progress, making necessary alterations to achieve our funding goal - Coordinate with a team of professionals including marketers, designers, and content creators Ideal Skills: - Proven experience in successful charity crowdfunding campaigns - In-depth understanding of the charity ...
I'm looking for a software solution that can address the increasing issue of online harassment and threats on messaging apps. The main goal of this project is to remove all types of harmful data that victims are being threatened with. Key Requirements: - The tool should be able to detect, evaluate and remove threatening messages, i...these platforms. - Familiarity with data evaluation and removal processes, particularly in the context of harassment or cyberbullying. - Strong understanding of user privacy and data protection laws. - Ability to create a tool that's user-friendly and accessible to individuals facing harassment on messaging apps. If you have experience in addressing similar challenges and have the skills to develop an effective and ethical solution, I'...
(Do not bid unless you can complete the project within my budget) In this project, I am looking to develop a solution that would provide daily automatic Firebase backup via Google Cloud. Additionally, I would like an email notification system that would provide confirmation after each backup, notifying me whether it was successful or not. Ideal candidates for this project should have: - Extensive experience working with Firebase and Google Cloud. - Flutter and vscode knowledge I need this done within 72 hours.
...Facebook, Instagram, and LinkedIn. Ensure the designs consistently reflect our brand identity using our company colors and logo. - Print Advertising Materials: Design impactful magazine and newspaper ads, flyers, brochures, business cards, letterheads, and envelopes. These materials should effectively communicate our values and services while adhering to our visual identity. - Jobsite Branding: Develop visible and recognizable jobsite banners, signs, vehicle wraps, and uniform badges. These should prominently feature our company logo, service list, and contact information, maintaining brand visibility in various operational environments. Brand Colors: - Vibrant Blue (Hex: #15299E; RGB: (21, 41, 158); CMYK: (87, 74, 0, 38)) – Primary background color across all brand mate...
Need a mern stack developer to create a dashboard with roles and views with options Frontend with React: Create CRUD user interfaces Design the UI for uploading and viewing documents in PDF format. Develop an administrative dashboard with search functionalities, filters and management access. Responsive Backend with Node.js and Express: Configure and manage API routes for all CRUD operations. Implementation of roles and permissions Database with MongoDB: Check DB to see if it is ok
I require a skillful professional with proficiency in Power BI, SSRS, Power Automate, and SQL. The project involves both analytics and reporting. Key Responsibilities: - Develop an effective data model in SQL that supports data analysis and visualization in Power BI. - Implement insightful data visualization and dashboards using Power BI. - Create reports in SSRS for automated distribution. - Develop automated report distribution through Power Automate. Ideal Skills and Experience: - Proficiency in Power BI, SSRS, Power Automate, and SQL. - Strong background in data analysis and visualization. - Experience with creating complex data models. - Previous work on automated report distribution is a plus. The selected candidate will be pivotal in turning our data into actionabl...
I'm looking for a skilled grant writer to help me secure research funding in the field of Arts and Humanities. Key Responsibilities: - Develop a comprehensive project overview that effectively articulates the importance and potential impact of the research. - Thoroughly outline the budget allocation, ensuring that all expenses are justified and align with the proposed activities. - Produce a compelling proposal that will help secure the necessary funding. Ideal Candidate: - Experienced grant writer, particularly in securing research funding. - Background in Arts and Humanities or a related field would be highly beneficial. - Strong analytical and budgeting skills to create a detailed and realistic budget plan. - Excellent communication skills to effectively convey the signif...
I am seeking a talented mobile app developer to develop an application for both iOS and Android systems. Primarily targeting young adults, this unique platform will enable proficient and engaging interactions between knowledge seekers and experts. Key features of the application should include user profiles, direct messaging, ratings/reviews, and an appointment scheduler. REQUIRED SKILLS & EXPERIENCE: - Proficient in building cross-platform applications - UI/UX designing capabilities - Experience in implementing user-profiles, messaging systems, ratings/reviews systems, and appointment schedulers. - Familiarity with young adult user preferences and trends - Understanding of how to promote user engagement and interaction - Track record of creating high-performance, intuitive, a...
As a company aiming to enhance our brand visibility, we are looking for an experienced SEO and Google Ads specialist to support our e-commerce website. Key Responsibilities: - Review our existing SEO strategies and implement improvements to increase online visibility - Develop and execute Google Ads campaigns to drive targeted traffic Your Skills: - Proven track record of improving brand visibility for e-commerce websites - Experienced in creating and optimizing SEO strategies - Proficient in Google Ads management - Understanding of the young adult demographic Please ensure to provide examples of previous successful projects in the E-commerce sector. Your aim should be to not just increase traffic, but ensure that our brand presence is effectively communicated to our target audi...
I need another version of some symbols shown on site (see attached picture). The copies muss be different and drawn in color #2d388f. i need following symbols: Air condition MATTRESS car bike motorcycle rims fume hood kitchen front CERAMIK GLASS COOKTOP oven graut(tiles) WC shower cabin PVC floors Wooden Floors Tiles Iron plants blinds windows fittings garden furniture terraces whirlpool sauna swimming pool doors desinfection (spraybottle) freezer (ice) stains rugs couch lether watches chandlelights diffuser shoes drain sink animal cages dishwasher The symbols should be drawn as simple as possible ( on the avior swiss site they have done it very good but i can not copy it 100% - it can be similar) - I need it until thusday
I am embarking on a new construction project located in a high-rainfall, urban area. I need to finalize the drainage plan attached for implementation so that we can effectively m...environmentally conscious solutions. Ideal Skills: - Civil Engineering - Urban Planning - Environmental Science This plan was adopted by the contractor because the 2% grade requirement with a natural slope from back to front of property could not be met. All of the slope is in the front of the house. The city of Los Angeles, requires that a civil engineer sign off on the plan and that a sump pump be added to the front rain garden. I am looking to complete this project this week. I can provide edit-able drawings and the permit set for the project. It is 90% done. Just need to add front...
I'm looking for a creative and experienced individual to help me develop engaging content for my Instagram reel. The project specifically requires a combination of videos and photos, all centered around the theme of lifestyle. Key Responsibilities: - Capture high quality videos and photos that are aesthetically pleasing and in line with my lifestyle brand - Edit the content, focusing particularly on color grading The ideal candidate should have: - Proven experience in creating video and photo content for social media - A strong understanding of lifestyle aesthetics and how to translate this into visual content - Proficiency in editing software, with a focus on color grading Please ensure to include relevant samples of your previous work when applying. I'm excited to s...
I am in need of a membrane technology expert who can assist me in developing accurate transport equations for solvents in pressure-driven membrane processes. The ideal can...candidate will need to have a keen eye for detail and a deep understanding of the complexities of membrane processes. Your expertise in this area and ability to deliver high accuracy calculations will be crucial to the success of this project. Skills and experience required: - Extensive experience in membrane technology - Strong background in polymers and sorption/diffusion analysis - Ability to develop accurate transport equations - Proficiency in flux and selectivity calculations - Experience in membrane module construction and utilization - Excellent attention to detail - Ability to deliver high accuracy ca...
I'm seeking a highly skilled professional to develop an Android app focused on warehouse stock tracking. Here’s the overview of the core functionality the app should have: - **Stock Level Updates**: The app should encompass a real-time updated inventory that reflects the current stock levels. I'm interested in exploring the possibility of updates via manual input and barcode scanning. Ideal candidate should have: - Strong experience in Android app development - Knowledge in inventory management or similar apps - Familiarity with using barcode scanning for inventory tracking(Barcode scanning could be a future option, not interested to have it in the early version, could be integrated at later stages off the app) A successful collaboration could lead to more work i...
there are 3 models in total but first let's start with one. i will give you the model in tflite and the front end. users need to put text description and the model with classify the description into 5 caragories and show in the frontend. all these will be locally done on device using local database in offline mode. please bid only if you agree to my budget of 25 euros for this and work immidiately.
I'm looking for an experienced programmer who can develop a WhatsApp bot: Please go through each point and give brief explanation on how you will achieve this. 1) I have data in access db format. 2) I want a whatsapp bot which can access this database and reply to the message automatically after searching the database . While there's no mandatory requirement for a specific programming language or framework, an expert understanding of chatbot technologies and experience in creating instant messaging bots would be a great bonus. The successful candidate will need to interpret my project goals into a working bot, therefore excellent communication and understanding are key. To meet my urgent need for this function, I need the project completed as soon as possible. Please a...
...Utilize the S20RC dataset for training and evaluation. 3. Evaluate the system's performance using the F1 score metric. 4. Integrate GROBID for structured data extraction from PDF documents. 5. Develop a pipeline for document preprocessing, keyphrase extraction, and evaluation. **Methodology:** 1. **Data Collection and Preprocessing:** - Obtain the S20RC dataset containing scientific documents in PDF format. - Use GROBID for extracting text content from PDFs and preprocessing. 2. **Model Development:** - Fine-tune BERT models and explore unsupervised embedding techniques. - Develop a hybrid model combining BERT and unsupervised embeddings for keyphrase extraction. 3. **Evaluation:** - Split the dataset and evaluate the models using th...
