Machine learning engineer vs software engineer salarydela

We are currently working on a project to create a medical smart watch for demented people. We need help with the program code - software. If you have experience with programming and creating a smartwatch please contact us: (Removed by Freelancer.com Admin) /Izdelujemo pametno uro za zdravstvene namene in potrebujemo nekoga, ki obvlada programiranje in nam je pripravljen pomagati pri pisanju programske kode oziroma software. Če ste zainteresirani, nam prosim pišite na mail: (Removed by Freelancer.com Admin)

I am looking for a skilled marketing manager who can spearhead the development, planning, and execution of our marketing strategy for o...understanding of digital marketing, including SEO, SEM, social media, email marketing, and content marketing. Education: Bachelor’s degree in Marketing, Business, or a related field (MBA is a plus). Preferred Qualifications: Experience with digital signage solutions. Familiarity with marketing automation tools. Strong understanding of customer acquisition and retention strategies. Benefits: Competitive salary and performance-based bonuses. Flexible work environment with remote options. Opportunities for professional growth and development. Interested candidates should send their resume, a cover letter detailing their marketing achievements, ...

...track the progress of the students as they move through the courses. - Discussion Forum: A forum that allows students to interact with each other, ask questions, and discuss topics related to the course material. Content Offered: - Video Courses: The platform will have video lectures. - Text-based Courses: Supporting materials in text format. - Interactive Quizzes: Regular quizzes to reinforce learning. - Ispring & similar tools: Ability to embed content from these tools. - Multimedia: The platform should support and display pictures, sounds, and picture with sound content. Design and Branding: - I already have a specific design and branding in mind for the platform. You will be responsible for implementing this design. Generally: I want A ready-made education and training...

I’m quite familiar with Moodle. It’s a widely used open-source learning management system (LMS) that supports educators in creating and delivering online courses. Moodle offers various features, including customizable course creation, quizzes, assignments, forums, and grade management. It is highly flexible and can be tailored to fit different educational needs. If you have specific questions about Moodle, such as how to perform certain tasks or best practices for using it, feel free to ask!

My project requires an expert in machine learning, particularly with a focus on using Python for neural networks. Ideal Skills and Experience: - Proven experience in machine learning projects - Expertise in Python programming - Proficiency in neural network programming - Strong understanding of deep learning Your understanding of machine learning principles, advanced Python programming, and neural network frameworks will be pivotal to the success of this project. Please detail your relevant experience and provide examples of similar projects.

I need a professional to develop an engaging medical education...format course with an integrated question bank. Here, the primary objective is e-learning of anatomy through a substantial base of over 1000 multiple-choice, true or false questions and short answer questions. Ideal skills and experience to have: - Expertise in e-commerce website development - Experience in creating intuitive, user-friendly layouts - Knowledge of online education or e-learning websites would be advantageous - Familiarity with designing interactive question types, such as multiple-choice and true or false questions - Capacity to handle widespread content effectively Your job will be to incorporate these aspects to ensure the final product is not just functional but also fosters effective lea...

As a professional in computational chemistry or biophysics, I'm currently looking for an expert mentor in the field to guide me through various aspects of molecular modeling and simulations. Key Responsibilities: - Provide advanced expertise in Protein structure prediction, Mo...Molecular simulations, Coarse-grain modeling - Proven experience in mentoring or teaching - Excellent communication skills and the ability to convey complex technical information in a clear and concise manner Your guidance will be crucial in helping me deepen my understanding of these topics and improve my practical skills. I'm particularly interested in a structured, systematic approach to learning and problem-solving in the area. Looking forward to finding an experienced mentor to guide me t...

I'm seeking a talented web game developer to take my current...Creativity and ability to suggest and implement new features. - Sound design experience is a plus. What you'll work with: - I will provide you with contributor access to the game's GitHub repository - I will work with you day by day as you progress through (unless an emergency comes up) - I will do my best to answer your questions in less than 24 hours, depending on the time difference - As a software engineer myself, I am quite involved with web architecture, design, graphics, gaming, etc., so we'll be two professionals working together - Good work is always appreciated -- but GREAT work is met with further compensation and future collaboration! If you're a skilled and imaginative web ...

...functionality related to Language modeling and retrieval augment generation in the LLM applications. - mongoDB should be set up runining a .sh file - docker-compose deploy of the app Essential skills for this project include a strong background in Python programming and experience with deploying applications on different operating systems. Previous work in natural language processing (NLP) or machine learning operations (MLOps) will also be a strong advantage. Your understanding of text generation and the specific functionalities mentioned will be key to the success of this project. If this sounds like a task that fits your skill set, I'm looking forward to your bid.

I am looking for a flyer with an Arabesque design for kids. Arabic Language Institute (add logo) presents Arabic for Kids (add picture of kids learning Arabic) Ages 5 to 10 - Reading - Vocabulary - Speaking Starting Saturday, June 1st at Masjid Darul Islam 602 Salem Ave, Elizabeth, NJ Class Options 1 Day $10 per day 2 Days $15 per weekend Saturday 12:00 noon to 1:30pm Sunday 12:00 noon to 1:30pm Scan QR Code for Registration

Pennsylvania engineer stamp on foundation plans based on the attached documents. Slab is 100x20. The 3 documents named "concrete slab" are the how to design it and the one with the dimensions are the actual building. I would like to use as little rebar as possible and use the #4 rebar at a maximum.

I'm seeking professional assistance to cr...currently. - Construction Materials: The plan should be designed primarily using wood, ensuring structural integrity and compatibility with the existing building design. Also, advice on integrating utilities like HVAC, water, and electricity will be required. - Skills: The job is ideal for a licensed and experienced civil engineer who has a track record in residential construction and knowledge of local building codes and regulations. Ability to deliver an engineer-stamped plan is a must. I'm looking forward to seeing innovative and efficient solutions that will make the best use of the available space while adhering to the highest safety standards. We are looking to submit permits in 3 weeks to Wake County, North Ca...

I'm in search of a highly educated female home caretaker (who can speak English or Hindi) to manage house activities and take care of family members. It is essential that the candidate holds a high school diploma. The ideal candidate for this role will be expected...day. Please note that this position does not involve cleaning tasks, as we have maids for that. The primary responsibilities will be taking care of the family, managing the house, and running errands such as going to the market and buying groceries. We offer transportation (flight or train to travel to Mumbai), accommodation, and food as part of the package. The location is in Mumbai, and the salary is 15,000 INR along with accommodation and food. If you meet the qualifications and are interested in this position...

I'm looking for a skilled Reddit advisor who can he...able to identify and engage with the relevant travel subreddits. - Traffic Generation: Your main task will be to be active on the subreddits, giving advices of hotels and travel activities using a specific referral link ( , Viator, GetYourGuide) through Reddit. This may involve creating engaging posts, participating in discussions, or any other strategies you recommend. Budget: The salary is ONLY commission based. I'm willing to offer a big commission based on the traffic you generate, giving a 30% of each successful referral completed. Based on your ability, you can easily make more that 1,000$ per month. If you think you're the right person for this job, please reach out with your relevant experience and a b...

...potential, while Ben, aged 14, and Emma, 8 years old, are at critical stages in their academic journey. Yet, without financial assistance, their dreams of receiving a quality education may remain out of reach. Your support will directly impact the lives of these three children by covering their school fees, purchasing essential supplies, uniforms, and ensuring they have access to a conducive learning environment. By investing in their education, we're not just providing them with knowledge; we're empowering them to break free from the cycle of poverty, build brighter futures, and become agents of change in their communities. Together, we can make a tangible difference in the lives of Alice, Ben, Emma, and countless other children across Uganda who deserve the chance t...

I am looking for a business professional to help me with the financial projections for vending machines to be placed at an apartment complex. This is a straightforward task that requires the creation of a profit and loss statement and chart. Key requirements: - Develop a profit and loss statement and chart for the vending machines (Snack, Beverage, ...requirements: - Develop a profit and loss statement and chart for the vending machines (Snack, Beverage, Laundry and ATM) to be placed at the apartment complex - Focus on evaluating the profitability of this project Ideal skills and experience: - Proven experience with financial projections, specifically profit and loss statements and charts - Strong business acumen - Familiarity with the vending machine industry is a plus, but not ...

As the client of this project, I require an experienced engineer to provide retrospective specific structural calculations. These calculations are needed for council approval. Your tasks will include: - Checking the local council's requirements for structural calculations. - Providing the necessary structural calculations according to their guidelines. Your expertise should be in the realm of structural engineering, with extensive knowledge in foundations, characteristic loads, and material strengths. Previous experience with council specifications will be highly beneficial. You will need to update me regularly with your work progress, and the final report should be comprehensive and easy to understand.

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I worked incredibly hard for over a year to bring you a top-notch learning program with Freelancer.com that was never revealed before… It's not just about teaching you everything I know and sharing my journey to the #1 amongst 70 million people; it's also about connecting you with a great community.. Once you complete the program and pass the test, you'll earn an exclusive badge that very few people get.. But.. Also, you get all of the following INCLUDED with NO HIDDEN COST in a YEARLY price of 129 USD: ➡️ Be among the elite few to earn the new IFC badge on your profile so that you can stand out! (Upon successful completion of the test) - Priceless! ➡️ Unlock hours of groundbreaking video content I’ve been working on for months that's nowhere el...

I'm in need of a software that can handle all my accounting needs, as well as the management of employee-related tasks. Here are the specifics: - **Expense Tracking:** - Automatically import expenses from bank statements - Generate detailed expense reports - **Payroll Management:** - Calculate salary, deductions, and taxes for each employee - **HR Functionality:** - Manage employee profiles and contact information - Store and retrieve employee-related documents The ideal candidate should have extensive experience in developing accounting software, payroll systems, and HR management tools. The software should be comprehensive, yet user-friendly, with a focus on efficiency and accuracy. Prior experience in handling Arabic language requirements i...

We're seeking a highly skilled and experienced Salesforce freelancer to join our team and provide up to 12 hours a week of exceptional support for a variety of Salesforce Clouds, including: Sales Cloud Service Cloud Financial Services Cloud Experience Cloud Responsibilities: Manage and resolve incoming Salesforce support tickets with a focus on efficiency and accuracy. Diagnose issues ac...Developer (PD1/PD2) credentials are highly preferred. Additional Salesforce certifications (e.g., Financial Services Cloud) a strong bonus. In-depth knowledge of Lightning Web Components (LWC), Flows, and Salesforce automation tools. Excellent communication skills with a professional-proficiency in written and spoken English. A proactive, results-oriented approach with a commitment to continuous ...

I am looking for an AI trainer proficient in Python or java to assist me with my AI project. Key Requirements: - Proficiency in Python: You should be adept in using Python for AI projects. - Machine Learning and Deep Learning Skills: Ideally you will have a solid foundation in machine learning and deep learning concepts and their practical applications. - Communication Skills: A good trainer should be able to explain complex ideas in simple terms. I will require online and offline assistance, so you should be comfortable with both modes of training. The ideal candidate should be able to provide regular updates and feedback on my progress. I am eager to get started and would appreciate if you could commit some time to this project.

I am seeking an AI and deepfake technology expert to assist me in implementing deepfake technology for educational purposes. The primary task is to set up the software and create moderately realistic deepfake outputs for general learning. Key Responsibilities: - Implementing deepfake technology following my instruction and provided video link. - Creating moderately realistic deepfake outputs for educational purposes. Requirements: - Expertise in AI and deepfake technology. - Prior experience of setting up and implementing deepfake technology. - Ability to create realistic deepfake videos suitable for educational purposes.

We are seeking an experienced developer or team to create a comprehensive web software and database system for the remote monitoring and control of cathodic protection stations (SKZ) equipped with TE-RCU control units. This project involves developing web applications, database design, and integration of communication modules for real-time data acquisition, SMS/GPRS control, and SCADA system interfacing. More details will be sent in private.

I am looking for an experienced automotive engineer, with a specialization in mechanical systems, to assist with a van modification project. Specifically, I need help with a roof extension for my LDV Deliver 9 van, designed to increase our cargo space. Familiarity with LDV models and their specific requirements, as well as knowledge about vehicle registration compliance is necessary. Proper functioning and aesthetics of the extension are of utmost importance to me, as is its legality. An understanding of complex electrical and fuel systems is not critical, but could be a beneficial plus.

I'm seeking a talented software engineer with expertise in both frontend and backend development, specifically using Java, for a greenfield project to build a new application. Key Responsibilities: - Develop the frontend of the application, ensuring high performance and responsiveness to requests - Design, implement, and maintain the backend of the application, in compliance with the project requirements - Work collaboratively with our team to integrate user-facing elements with server-side logic - Participate in the entire application lifecycle, with an emphasis on coding and debugging Ideal candidate would: - Have proven experience in software development, particularly in building applications from scratch - Be proficient in Java, with a strong understanding ...

I'm looking for a talented individual who can help me develop an LLM text model which behaves like a virtual girlfriend. This text model must be engaging in intelligent dialogue...trained from scratch or, if you have knowledge of current models, adapt it to your needs. - The person must know how to configure the backend of the model to limit illegal content or prohibited dialogue contexts. Ideal skills and experience for this job include: - Proven experience in developing AI-driven chatbots or virtual assistants - Proficiency in natural language processing (NLP) and machine learning - Strong understanding of emotional intelligence and how to incorporate it into AI models - Master Python * If you have any questions, you can write to me and coordinate a test. We will als...

I am seeking an expert in machine learning and computer vision who can craft an advanced object detection algorithm. This algorithm will be employed in outdoor settings and must have the capability to accurately identify vehicles, animals, and pedestrians. Essential Skills and Experience: - Expertise in Machine Learning and Computer Vision - Understanding of outdoor environments and their varied conditions - Prior experience in developing object detection algorithms - Familiarity with vehicles, animals, and pedestrian detection The goal is to devise an algorithm that can track and distinguish between multiple objects in outdoor scenes with different weather, light, and visibility conditions. It should perform reliably under these compounded factors.

Im looking to have a Solana ping bot with the ability to detect and attempt to filter out potential scams based on machine learning software. Ensuring that daily 10-100x calls are made effectively. Key Requirements: - AI & Machine Learning Proficiency: The ideal candidate will be well-versed in AI and machine learning technologies, able to design a bot that can learn and adapt to new scamming tactics. - Solana Ecosystem Expertise: Strong understanding of Solana and its projects is crucial to successfully identify potential scams. - Telegram Integration: The bot should be designed to work seamlessly within the Telegram app. I'm looking for an active developer who can work alongside me in this exciting new venture. Please get in tou...

...can login(or register) and make quizzes from a variety of domains. You can choose the domain for the questions. After the quiz is finished the user will receive a score. Structure (minimum requirements): Register page: a form with the necessary data Login page: a form with login details Quiz page: the quiz area (you can use cards) contact form On all pages: the user can change the theme: dark vs light the user can change the language: en or ro it will be responsive at least on mobile. Recommendation: Data should come via an api call Nice to have: Use Angular To choose the difficulty of the questions: easy, medium, hard To keep the history of the scores Admin functionality: to add more questions Compare the user score with others. E.g. From 10 quizzes taken your score is ...

...CV and also be able to download it. admin area This page is protected by a login From here I can add multiple languages and add translation for each language From here I can also change the text that is displayed on the page Structure for page (minimum requirements): Page: header biography portfolio contact form footer At least 3 different animations are used The user can change the theme: dark vs light The user can change the language: at least en and ro It will be responsive at least on mobile. Recommendation: Text that will be translated based on language should come via an api call Nice to have: Use Angular Allow admins to create dynamic content: Use a text area to capture the html text on the admin area Use that html and injected in the page. E.g. below the portfoli...

I am seeking an experienced engineer to design and implement a two-axis machine control system that is capable of: - Effectively controlling and managing the movements of the system along two axes with a LIMITED RANGE. Your expertise in designing systems with the necessary navigation strategies and motion control algorithms will be required. - Providing real-time position feedback to the user. Your extensive understanding of feedback mechanisms particular to these types of systems is a must. Ideal expertise for the job includes: - Comprehensive knowledge in machine systems control and design. - A thorough understanding of motion control strategies. - A background in data analysis and logs processing. The machine is a Bandsaw to cut small logs in...

I'm in need of a freelancer to assist with labeling text tweets by topic (to aid in machine learning research). Key Requirements: - Labeling 1,000 tweets as to whether they are about the topic sustainability - Must be labeled by hand (no machine learning or AI) by a native English speaker Task: -Open the attached spreadsheet -Read the FULL TEXT of each tweet. Also read the brand handle and sector for reference. Make sure to pay attention to any hashtags included. -You do not need to open any URLs. Make your judgment based only on the text. -If the tweet is about sustainability, enter "1" in column E. If it is not about sustainability, enter "0" in column E. -Note that "sustainability" is a broad topic -- it is often a judgm...

Nous recherchons un développeur full-stack expérimenté pour créer une plateforme de e-learning dédiée à la préparation exhaustive du TAGE MAGE. Ce test est un examen standardisé, composé de divers sous-tests, utilisé pour l'évaluation des compétences managériales et de logique. Objectifs et Fonctionnalités Principales : Développement d'une Landing Page intégrant vidéo introductive, options d'inscription et de connexion. Intégration de paiement sécurisée avec STRIPE, nécessitant la création de comptes utilisateurs. Structure modulaire du site pour les cours, entraînements et tests blancs, avec redirecti...

I'm currently seeking a highly skilled and experienced tutor who is capable of teaching intermediate mathematics to teenagers via engaging video lessons. Key Responsibilities: - Create easy-to-understand, engaging video lessons aimed at teenagers - The less...keep the interest and attention of teenagers during lessons Ideal Skills and Experience: - A background in teaching or tutoring, specializing in mathematics - Excellent communication skills, particularly on video - Comfortable with digital tools and technology - Understanding of teenage learning requirements and challenges - Ideally, someone who can make math exciting and less intimidating for learners. Please consider how your style and experience can contribute to keeping teenagers engaged while learning int...

We want to delelop a cibersecurity software/app to Sell to other companies that can check each computer and device, as also as detect treaths to the company network/devices like e-mails, apps, and suspicious content that puts the company security in Treath.

...personalized, in-depth insights catered to my capacities, skills, and learning speed. We will explore challenges and complex concepts together. Patience and exceptional communication are crucial. - Expertise in Java and Python: You must demonstrate a solid understanding and practical application of these languages in the industry. Exit profiles such as the development of complex systems, application in advanced artificial intelligence, or extensive backend management would be ideal. - Advanced Level Programming: I need a tutor who can help me comprehend and implement advanced aspects of programming beyond basic syntax and concepts. Some topics of interest include multi-threading, database connectivity, advanced algorithms, machine learning, and AI. Please provid...

Una plataforma de saas que tenga herramientas de ia con machine leaning con un sistema de compensacion de networkmarketing para los emprendedores que se unan a este proyecto

I need a civil engineer that can provide stamped plans in the state of Utah. Concept work is done. Need grading and drainage, parking lot details with specific requirements noted on plans as per county code ( I have all that ready to share)

I'm in need of a professional and well-rounded computer programmer to build and manage various software applications. Key Tasks: - Develop innovative web and mobile applications - Manage and maintain the software database Ideal Experience and Skills: - Strong familiarity and skill in programming languages (Java, Python or C++) preferred - Previous experience in database management - Proven track record in developing web and mobile applications While skills in Java, Python, and C++ are a bonus, I'm primarily interested in your ability to perform the tasks specified above. Show me what you've got!

...website will be varied, including: - **Patients**: I want the site to be easily navigable for patients seeking our services. - **Healthcare Professionals**: This section should speak to professionals who may want to collaborate or refer patients to us. - **General Public**: I need the site to be informative and engaging for people who might not be in the healthcare field but are interested in learning about our work. I have a preference for a clean and modern design for this website. The design should be professional yet inviting, and should reflect the high standards of my company. I am looking for a web developer with experience in healthcare website design and development, and who can bring a creative yet professional touch to the site. Experience with user-friendly interfa...

Somos pioneros en la creación de experiencias de aprendizaje digital que transforman la forma en que las empresas desarrollan el talento de sus equipos. Combinamos metodologías de vanguardia, tecnologías inmersivas y diseño instruccional experto para crear cursos e-learning personalizados que inspiran, motivan y generan resultados tangibles. Nuestro enfoque se basa en: Innovación: Exploramos constantemente nuevas herramientas y tendencias para diseñar soluciones de aprendizaje que superen las expectativas. Interactividad: Creamos experiencias de aprendizaje participativas que fomentan la colaboración, el pensamiento crítico y la resolución de problemas. Impacto: Medimos el éxito de nuestros cursos a travé...

Needed: Remote Part-Time WordPress Designer / Publisher ? Please read the entire project and respond only if you are the right candidate and agree with the salary. Automated bids will be ignored. About the Role: Are you a passionate WordPress enthusiast who loves design and development? We are looking for a Remote Part-Time WordPress Developer / Publisher to join our dynamic team. This role offers the flexibility to work from anywhere in Pakistan, collaborating with team members to create and maintain stunning WordPress websites. Responsibilities: Design & Development: Crafting visually appealing and fully functional WordPress websites. Content Management: Publishing and updating content across WordPress sites efficiently. Blog Management: Editing, publishing, and maint...

...seeking an expert in AI/Machine Learning, particularly in Natural Language Processing (NLP), who can assist in developing a solution using Python, Vector DB, Neo4j and GPT API. The main goal of this project is to create a sophisticated NLP solution that can work with text data such as documents and emails. Key Requirements: - Strong background in AI/Machine Learning, specifically in NLP. - Experience with Python, Vector DB, Neo4j and GPT API. - Ability to deploy the solution on a Local Server. Your tasks will involve: - Developing an AI/Machine Learning solution using the specified tools. - Ensuring the solution is optimized for processing text data. - Deploying the final solution on a Local Server. Ideal candidates should have a proven tra...

Request details FOR EXPERTS WITH EXTENSIVE EXPERIENCE IN THE FIELD ONLY Objective: Scoring Algorithm for evaluating potential investments Data Source: 200+ proprietary historical records with up to 90 parameters Mentoring requested (to be worked with tech project lead and data engineer): • Data-Preprocessing (missing values, normalization, outliers) • Implementation methods for feature selection (e.g. correlation Analysis, feature importance, etc.) • Identify and run different algorithms (e.g., logistic regression, decision trees, random forests, gradient boosting, neural networks) • Details and rationale behind algorithms selection • Hyperparameter tuning and optimization • Cross-validation • Performance metrics (e.g., accuracy, precision, reca...

...instructor who can guide me through the following areas: - Basic Concepts and Architecture: I need to understand the foundational principles of Oracle Service Bus (OSB). This includes how it works, its key components, and its role in service-oriented architecture. - Service Development and Deployment: I'm interested in learning how to develop services on OSB and deploy them effectively. This includes hands-on exercises and practical examples to reinforce the learning. - Troubleshooting and Optimization: I want to be able to troubleshoot any potential issues that may arise when working with OSB. Additionally, I'd like to understand how to optimize OSB applications for performance and scalability. The ideal candidate should have: - A solid understanding of Or...

I am in need of a research professional to conduct an in-depth study into nursery and early child learning centers. Specific areas of focus should include: - Curriculum and teaching methods for children aged 2 to 4 years. - Parent involvement and communication strategies used in these settings. The purpose of this research is to identify current best practices in these areas. Given this, the ideal candidate will have experience in education research, specifically within early childhood settings. Knowledge in curriculum design, early childhood development, and parent-teacher engagement strategies are a crucial requirements for the task.

I am seeking an experienced engineer to design and implement a two-axis machine control system that is capable of: - Effectively controlling and managing the movements of the system along two axes with a LIMITED RANGE. Your expertise in designing systems with the necessary navigation strategies and motion control algorithms will be required. - Providing real-time position feedback to the user. Your extensive understanding of feedback mechanisms particular to these types of systems is a must. Ideal expertise for the job includes: - Comprehensive knowledge in machine systems control and design. - A thorough understanding of motion control strategies. - A background in data analysis and logs processing. The machine is a Bandsaw to cut small logs into planks. ...

...populated some fields, removing personal details and then coping the rest of the text into our format. We would want to be able for the AI to use the template we create and it check it each time to make sure we havent updated anything. We would drop the resume / CV into one folder then it would be added to another folder formatted. Ideal Skills and Experience: - Strong background in AI and Machine Learning - Experience in NLP and chatbot development - Proficiency in creating customizable sections for user-friendly interfaces - Understanding of how to analyze user's skills for personalized output Key Deliverables: - Implementation of an automatic template selection feature - Ensuring that the AI adequately analyzes user's skills for template selection - Testi...

I am looking for a skilled developer to create a user-friendly desktop application interface that integrates a machine learning model. The primary goal of this application will be to evaluate student applications in real-time. Key Features: - Real-time evaluation feedback: The application should provide instant feedback on student applications, based on the integrated machine learning model. - User authentication: The application should include a secure user authentication system to ensure only authorized users can access and use it. - Data visualization: The application should have data visualization capabilities to help users understand the evaluation process and results better. Integration: - The application will need to integrate with existing systems or ...