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I already have working GA Runner and PSO Python files that rank timetable solutions, and I now need a web application that lets two roles interact with those algorithms through an intuitive dashboard-style interface. The student dashboard will focus on course registration only: a student signs in, adds the subjects they want for the coming term, presses “Generate”, and immediately sees the three best schedules returned by the GA and PSO scripts (ranked in order of fitness). Each schedule should appear in a clear, calendar-style view with a simple option to save the preferred one. On the dector side, course registration —create, edit, archive or delete offerings—and the changes must reflect instantly for students. Role-based authentication should keep the two workspaces separate while sharing a single database. A relational database (PostgreSQL or MySQL is fine) will hold users, courses and timetable data. When a student hits “Generate”, the back-end should pass their selected course set to the existing GA or PSO modules, capture their results, and return only the top three schedules to the front-end. Deliverables • Responsive dashboard UI for students and instructors • Database schema and migration scripts • API layer that brokers data between the UI and the GA/PSO modules • Clean integration of my GA [login to view URL] and [login to view URL] files with parameters exposed for easy tweaking • Read-me or short setup guide so I can install and run the project locally or on a standard cloud host Acceptance is complete when a demo user can register, pick courses, click “Generate” and see three optimized timetables, while an instructor course registration. I want to use the data in the university file, including the halls, professors' names, students, etc. I want a website with HTML, CSS, and JS.
Project ID: 40418646
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Hi, I've built similar dashboard systems that integrate Python-based optimization scripts with web interfaces, so your GA Runner and PSO integration is right in my wheelhouse. I'll set up a Flask or Django back-end with a PostgreSQL database handling users, courses, and timetable data, while a React front-end delivers responsive, role-separated dashboards for students and instructors. When a student hits "Generate," the API will invoke your existing GA and PSO modules, rank the results by fitness, and return the top three schedules rendered in a clean calendar view. Role-based authentication via JWT will keep student and instructor workspaces securely separated. I can start immediately and will deliver migration scripts, API documentation, and a setup guide for easy local deployment.
$10 USD in 1 day
6.4
6.4
57 freelancers are bidding on average $20 USD for this job

With experience in developing AI-driven web applications, I understand your need for a student-friendly dashboard to interact with GA and PSO algorithms for course scheduling. My previous work on similar projects involved creating intuitive interfaces and seamless back-end integration. Question: How crucial is real-time synchronization between student and lecturer actions for the success of this application? Regards, Yogesh Kumar
$20 USD in 8 days
8.5
8.5

Building a dashboard for a course scheduler requires a clean interface and robust underlying logic to manage timing and user data. I have worked on complex, custom-built platforms for over 15 years and can ensure the dashboard functions smoothly while remaining intuitive for your users. My core technical stack includes JavaScript, HTML, and CSS, which are essential for this build. While your project mentions NoSQL databases, my background in backend architecture and PHP/Linux server management allows me to handle data structures effectively to support your scheduling requirements. I can complete this project for $17.75 within 1 day. Send me a message so we can discuss the specific requirements for your dashboard and get started immediately.
$17.75 USD in 1 day
8.1
8.1

Hi, I have over 5+ years of experience in both frontend and backend development. I will do the specified tasks. Key Areas of Expertise: a) Full-Stack Development: Proficient in both frontend and backend technologies Frontend: Next, Js, ReactJS, Bootstrap, JavaScript, jQuery Backend: Laravel, CodeIgniter, Node.js b) API Integration: Experienced in integrating and working with APIs to enhance application functionality. c) Microservices: Skilled in developing and integrating microservices for scalable and efficient solutions. d) Database Management: Competent in managing databases with Postgresql, MySQL, MongoDB, and Oracle. d) Server Handling: Adept at handling server environments such as AWS, Google Cloud, VPS, Apache, and Nginx. Let’s discuss how I can help achieve your project goals and add value.
$10 USD in 1 day
7.6
7.6

With a strong background in software and web development, I have been refining my coding skills for over a decade. My history of creating responsive dashboard UIs makes me the perfect fit for your project. I'm confident that I can translate your GA and PSO Python files into seamless API endpoints that will deliver the welcomed student experience Further, I'm well acquainted with underlying database structures like PostgreSQL and MySQL which will enable me to quickly ascertain a well-oiled systems schema for you. My knowledge in JavaScript, HTML, and CSS will be valuable in developing an intuitive dashboard-style interface consistent with your design. As opposed to offering predefined solutions, from my experience as Quant Trading professional, training data is crucial, so during the course of this project, we'll tweak parameters built-in within the system until optimum configurations have been achieved. In conclusion, choosing me for this project guarantees receiving timely deliveries without compromising quality. My high level of dedication to my clients, matched with my strong communication skills will ensure we stay synchronized throughout the project. I guarantee your satisfaction and look forward to impressing you with tangible 'Deliverables' that checks out all your specifications effectively.
$20 USD in 7 days
5.7
5.7

I’m a strong fit for your project, with experience building full-stack web dashboards and integrating Python-based optimization algorithms into real-time applications. I can develop a clean HTML/CSS/JS frontend with a responsive dashboard for both students and instructors, and build a backend API that connects your existing GA Runner and PSO Python scripts to generate and return the top 3 optimized timetables. I’ve worked on similar systems involving role-based authentication, relational databases (PostgreSQL/MySQL), and algorithm-driven scheduling workflows, ensuring smooth data flow between UI, backend, and computation modules. The system will include secure role separation, instant course updates, and a structured database for courses, users, halls, professors, and student data, along with a simple setup guide for local or cloud deployment. Let’s connect to review your existing Python files and university dataset so I can map out the integration and start building the system. Best Regards, Fizza
$20 USD in 7 days
5.8
5.8

Hello, I came across your Dashboard Course Scheduler Website and I am very interested in working with you. I have reviewed your requirements and full understand the scope of expectations. I specialize in JavaScript, Python, CSS, NoSQL Couch & Mongo, HTML, Software Development, Database Programming, Web Development, Database Design, API Development, and have successfully delivered similar projects before. I am committed to delivering high-quality work with reliability, clarity and professionalism. I work transparently throughout the project progress, deadlines and expectation stay clear at every stage. I would be glad to disucss further details and am ready to start immediately. Looking forward to hearing from you. Regards. Anum
$30 USD in 1 day
5.4
5.4

I'm Nutan, a highly skilled and experienced full-stack developer with a particular proficiency in dashboard design and development. Your project aligns perfectly with my strengths, combining frontend technologies like HTML, CSS, and JS with backend integration requirements using API layers and database management. I have worked extensively with databases, including PostgreSQL and MySQL, and can ensure an efficient schema for your project. My decade-long experience gives me a unique advantage in creating applications that are not only functional but also scalable and maintainable. My strong suit is my ability to take clear-cut requirements and convert them into a user-friendly, highly functional product without the need for prolonged back-and-forths. Moreover, I'm well-versed in handling complete projects: right from developing the frontend and backend to any customizations or integrations required. This approach ensures that you're choosing a one-stop solution provider for your entire project.
$20 USD in 2 days
5.1
5.1

السلام عليكم ,,, I ALREADY MADE SIMILAR PROJECT LIKE THAT BEFORE. I will deliver the HTML/JS/CSS frontend and a Python-based API to integrate your GA/PSO files with a PostgreSQL database for real-time university course scheduling. 10+ years Advanced Excel experience, Certified VBA Programmer, MBA.
$10 USD in 1 day
4.4
4.4

With over 12 years of Full Stack Web Development and experience, I'm confident that I can build the intuitive and efficient Dashboard Course Scheduler Website you're seeking. My expertise in the MERN stack will come in handy to finely integrate your GA Runner and PSO modules into a flawlessly operational dashboard interface. Besides, I am well versed with HTML, CSS, JS, MySQL, and have working knowledge with PostgreSQL; skills essential for creating your student and instructor dashboards and setting up the relational database. Having worked on various project management using Agile methodologies, I assure you of timely delivery within-budget results. In addition to impeccable development skills, my diverse knowledge in Python AI is appealing for your task as I've dealt with data preprocessing and optimization. To conclude, my proven track record in software development and databases marries perfectly with your project needs. Despite the complexity involved in course scheduling optimization via back-end algorithms like GA/PSO scripts, you can trust me to merge these intricacies without hiccups into your user-friendly dashboard interface. Let's embark on this journey together to create an easy yet precise course scheduling website that keeps instructors and students satisfied. Whether you want it locally installed or hosted on a cloud víay reliable AWS services, my familiarity won't let me or you down!
$20 USD in 3 days
4.5
4.5

Hey , I just finished reading the job description and I see you are looking for someone experienced in Python, Database Programming, CSS, Database Design, Web Development, HTML, JavaScript, NoSQL Couch & Mongo, Software Development and API Development. This is something I can do. Please review my profile to confirm that I have great experience working with these tech stacks. While I have few questions: 1. These are all the requirements? If not, Please share more detailed requirements. 2. Do you currently have anything done for the job or it has to be done from scratch? 3. What is the timeline to get this done? Why Choose Me? 1. I have done more than 250 major projects. 2. I have not received a single bad feedback since the last 5-6 years. 3. You will find 5 star feedback on the last 100+ major projects which shows my clients are happy with my work. Timings: 9am - 9pm Eastern Time (I work as a full time freelancer) I will share with you my recent work in the private chat due to privacy concerns! Please start the chat to discuss it further. Regards, Adil.
$10 USD in 5 days
4.4
4.4

Hi, I’ve reviewed your project and I’d love to help you turn your GA Runner and PSO Python algorithms into a fully functional web-based timetable optimization system with separate student and instructor dashboards. I will build a clean HTML/CSS/JS responsive interface with a backend API layer that connects directly to your existing GA/PSO scripts. Students will be able to select courses and instantly receive the top 3 optimized timetables in a calendar view, while instructors can manage course data dynamically. I’ll also design the PostgreSQL/MySQL schema, role-based authentication, and ensure smooth data flow between UI, database, and your Python models. Do your current GA/PSO scripts already accept structured JSON input, or will they need minor refactoring for API integration? I would love to discuss how we can bring your vision to life. When would be a good time for a brief call? Many Thanks, Umer F.
$20 USD in 7 days
3.6
3.6

I can design and build a clean, intuitive dashboard-based course scheduler that plugs directly into your existing GA Runner and PSO Python ranking files. The focus will be on giving you a clear, visual way to manage inputs, run optimizations, and compare the best timetable solutions without touching the underlying code. I’ve previously connected optimization/AI backends to web dashboards, exposing parameters, constraints, and results in a way that non-technical users can control. This includes scheduling tools where algorithms run in the background and the UI presents rankings, conflicts, and selected schedules clearly. My approach would be to wrap your current Python logic with a simple API layer, then build a responsive web dashboard where you can configure runs, trigger the algorithms, and view/download the top-ranked timetables. I would love to chat more about your project! Regards
$20 USD in 7 days
3.6
3.6

Hello, I have experience with Python and developing web applications that integrate algorithms like GA and PSO. I have built user-friendly dashboards for e-commerce platforms and booking systems, implementing features such as role-based authentication, real-time data updates, and interactive visualizations. For your project, I can create an intuitive interface where students can input their courses, instantly view optimal schedules, and save their preferences. One approach could involve WebSocket for real-time updates to course offerings. Let's discuss!
$30 USD in 1 day
3.1
3.1

As a Full Stack Web Developer, I possess the requisite skills and knowledge to build your desired dashboard course scheduler website. I have extensive experience across the MERN stack, and am well-versed in using tools like React.js, Node.js, and MongoDB – all of which are vital for creating the student and instructor dashboards you require. Additionally, my command over popular databases like PostgreSQL and MySQL will ensure the smooth integration of your current GA Runner and PSO Python files. My approach to web development aligns perfectly with what you need. Whether it’s creating an intuitive user interface, optimizing site performance or handling back-end data efficiently – I’ve got it covered. By leveraging my clean coding practices, I can build an API layer that seamlessly communicates between your AI algorithm modules and the front-end dashboard. Moreover, my comprehensive understanding of SEO will be instrumental in not just building a functional website but one that is optimized for search engines too. My experience as a WordPress developer adds an extra edge to my profile enabling me to deliver scalable interfaces complemented by powerful backend systems. Lastly, I emphasize effective communication with my clients throughout every project stage, ensuring that their vision is brought to life exactly as they envision whilst adhering to their parameters. Hire me today for a result-driven solution!
$10 USD in 2 days
2.8
2.8

Hello, there, I can build a responsive Dashboard Course Scheduler that lets students generate top three timetables from your GA Runner and PSO scripts and lets instructors manage courses with instant reflections. I’ll wire a clean API layer over your Python modules, expose tunable parameters, and deliver a split-auth, single-database UI that keeps student and instructor workspaces isolated yet cohesive. A real production risk is data sync between the GA/PSO results and the live course catalog; if the schedule data isn’t atomically updated, students may see stale calendars or conflicts. My approach is to treat the GA/PSO run as a request-scoped operation: receive the student’s course set, run the modules, and return the top three results, with the DB updated only after a successful response. This reduces race conditions and keeps the UI snappy. A practical reliability improvement is adopting an idempotent API design with deterministic IDs for generated timetables, plus a small in-memory cache for recently computed schedules to prevent repeated runs on identical requests. I’ll implement clear separation between student and instructor flows via role-based routing, migrations for PostgreSQL/MySQL, and a minimal, well-documented setup guide so you can run locally or in the cloud. Thanks, Jim.
$20 USD in 1 day
2.9
2.9

I can build a responsive, dashboard-driven web application that bridges your existing Genetic Algorithm and PSO scripts with a clean, functional interface. By implementing a PostgreSQL backend and a Node.js API layer, I will ensure that student course selections are seamlessly passed to your Python modules, returning the top three optimized schedules in a clear, calendar-style view for immediate saving. For the administrative side, I’ll develop a real-time management portal that allows you to create and archive offerings with instant updates reflected across the student workspace. I will handle the database schema design to incorporate your university XML data—including halls and professor details—while maintaining strict role-based authentication to keep the two environments secure. The final deliverable will be a fully integrated, local-host ready package with clean code and a straightforward setup guide to get your scheduler running right away.
$20 USD in 7 days
2.7
2.7

The project is possible technically, but the request says “HTML, CSS, and JS” only. This system needs backend/API development, database, authentication, role-based dashboards, migration scripts, and Python GA/PSO integration. It cannot be completed properly with only frontend HTML/CSS/JS
$20 USD in 1 day
2.4
2.4

Hi, ⭐15+ Yrs Sr Developer here⭐ I’ve built dashboard-based systems that connect frontend interfaces with Python optimization engines and real-time database layers. I can design a clean web app using HTML, CSS, and JavaScript that smoothly integrates your GA and PSO scheduling scripts. The architecture will cleanly separate student and instructor roles, with secure authentication and a shared relational database for courses, users, and timetables. When a student generates a schedule, the backend will pass inputs to your Python algorithms and return the top three optimized results in a clear calendar view. I’ll also ensure instructor-side course management updates instantly and provide a simple setup guide so everything runs locally or on a cloud host without friction. If you think I am a good fit, feel free to ping me anytime. — GAZMIR
$20 USD in 7 days
2.4
2.4

Your GA and PSO scripts already work, but students can't access them—no interface, no calendar views, no way to save schedules. That's the main problem. I'll build a clean dashboard (HTML/CSS/JS) with student and instructor roles. Students pick courses, hit "Generate", and see top 3 timetables returned from your Python scripts. Instructors manage offerings. Backend API integrates your GA/PSO, database holds users and courses. I'll use your university data (halls, professors, etc.). Let me make your scheduling algorithms useful for real students. Best regards
$50 USD in 1 day
2.2
2.2

Hello Sir, As an experienced full-stack and DevOps engineer with a strong affinity for AI and data systems, I believe that my skill set is ideal for your Dashboard Course Scheduler Website project. I have the capacity not just to build an intuitive dashboard using HTML, CSS, and JS as per your specifications but also the ability to integrate complex algorithms like your GA Runner and PSO Python files. My expertise with backend architecture, utilizing Node.js, Python (perfect for your existing files), along with databases like PostgreSQL, MySQL makes for smooth data processing that is essential to optimize timetables. The emphasis on system-design and performance is key in my approach to every project. In this case, I understand the significance of an efficient relational database as it would store all users' course selections and keep track of timetable data, which should be instantly updated for everyone involved. My hands-on experience with cloud infrastructure like AWS ensures high-speed performance, scalability, and smooth backend functioning. Moreover, being a full-stack developer myself means you won't have to worry about integrating different components as I can take care of everything - from frontend development using React which guarantees responsive UIs to backend management with help from APIs and microservices in mind. Additionally, I am comfortable walking you through installing the project locally or on a standard cloud h Thanks! John
$25 USD in 6 days
2.3
2.3

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