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The admission, seat matrix assignment, and preference-list layout for competitive engineering colleges (such as JoSAA/CSAB institutes) presents an overwhelming operational challenge for prospective students. Existing data platforms simply output dense spreadsheets containing upwards of 300 row entries based solely on raw cutoffs. This leaves users functionally incapable of determining optimal selection hierarchies. This platform breaks down the lifecycle into a highly optimized, two-tier system: Tier 1: Conversational AI Clarification & Statistical Modeling (Student-Facing): A conversational interface captures raw student parameters and parses unstructured text inputs. Through multi-turn natural language dialogue, it maps choices against historical trends and outputs a highly tailored, curated choice matrix containing exactly 10 to 25 colleges sorted by statistical admission probability. Tier 2: Centralized Admin Inventory Panel & Mediated Mentor Matching (Admin-Facing): The platform explicitly intercepts downstream communications to ensure operational supervision, compliance, and user safety. The student's finalized list drops directly into a background Admin Inventory Dashboard. Administrators gain rolling visibility over macro demand shifts (e.g., tracking a traffic spike of students selecting a specific "XYZ College") and execute manual connection bridges matching individual students to verified campus-specific peer mentors.
Project ID: 40483196
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43 freelancers are bidding on average ₹13,374 INR for this job

Hello, Your concept is very interesting and addresses a real challenge faced by engineering aspirants during the admission and counseling process. We can develop a complete platform that includes: • AI-powered conversational assistant to collect student preferences through natural language interactions • Historical cutoff analysis and probability-based college recommendation engine • Curated shortlist generation (10–25 colleges) ranked by admission likelihood • Student dashboard for reviewing and managing recommendations • Admin panel for monitoring demand trends, student preferences, and analytics • Mentor management system with admin-controlled student-mentor matching • Secure communication workflow with administrative oversight • Scalable architecture with role-based access controls and reporting tools We have experience building AI-enabled web platforms, analytics dashboards, and custom workflow management systems. We would be happy to discuss the recommendation logic, data sources, mentor workflow, and project timeline in more detail. Best regards, CnEL India
₹10,000 INR in 7 days
9.0
9.0

Hello, I am available to build your AI-powered admissions guidance platform with a structured two-tier system: a conversational AI layer for student profiling and preference building, and a secure admin dashboard for analytics, oversight, and mentor matching. The solution will use a scalable backend (Node.js/Java or PHP), MySQL for structured admission data, and an AI/NLP layer to convert student inputs into ranked college recommendations. The admin panel will provide real-time insights on demand trends, student activity, and controlled mentor matching workflows with full data visibility. I look forward to your response. Best regards!
₹160,000 INR in 45 days
8.2
8.2

Hi, I build fast, pixel-perfect static sites and landing pages in clean HTML5/CSS3 with Bootstrap or Tailwind — fully responsive across mobile, tablet, and desktop. I convert Figma/PSD/XD designs to crisp markup that matches the design exactly. Deliverables: semantic, lightweight code (no heavy CMS), cross-browser tested, with smooth load times and basic on-page SEO structure. I keep it simple and quick to hand off. If you can share the design file (Figma/PSD) and the number of pages/sections, I'll confirm a tight timeline — happy to start right away. Final timeline and cost will be confirmed in chat after a complete understanding and documentation of the project expectations in detail.
₹5,600 INR in 3 days
7.5
7.5

Hello, I trust you're doing well. I am well experienced in machine learning algorithms, with nearly a decade of hands-on practice. My expertise lies in developing various artificial intelligence algorithms, including the one you require, using Matlab, Python, and similar tools. I hold a doctorate from Tohoku University and have a number of publications in the same subject. My portfolio, which showcases my past work, is available for your review. Your project piqued my interest, and I would be delighted to be part of it. Let's connect to discuss in detail. Warm regards. please check my portfolio link: https://www.freelancer.com/u/sajjadtaghvaeifr
₹36,000 INR in 7 days
7.8
7.8

Hi, This is a strong concept and I can definitely help build it. I can develop an AI-powered admission guidance platform that simplifies complex counselling data into a structured, conversational experience for students. The system will take unstructured inputs, analyse historical cutoff trends, and generate a refined, ranked shortlist of colleges (10–25 options) based on probability and preference alignment. The interface will be designed to feel like a guided conversation rather than a spreadsheet, making decision-making far more intuitive. On the admin side, I can build a secure dashboard where you can monitor student preferences in real time, track demand patterns across institutes, and manage mentor matching workflows. This will include tools for overseeing student selections, identifying trending colleges, and facilitating controlled mentor connections. The entire system will be designed with scalability, clarity, and compliance in mind so it can grow with increasing student volume. Looking forward to discussing how we can structure the MVP and rollout plan. Best Regards, Abhijeet
₹35,000 INR in 10 days
6.6
6.6

Having worked for over 9 years in the field of website and mobile app development, my team and I bring a wealth of experience and skillset that would be highly relevant to building the Student Counseling Website you envision. Our expertise with platforms like MySQL, PHP and AI align perfectly with the two-tiered approach you've described. We understand that the first tier requires a conversational AI system to capture student parameters, analyze unstructured text inputs and map choices against historical trends. We have the necessary know-how to create a system that will output a tailored choice matrix for students. In addition, the second tier requires an admin inventory panel that provides full visibility, which will be absolutely essential for a smooth operation of your platform. Our proficiency with PHP and databases like MySQL enables us to build user-friendly admin dashboards that will ensure effective supervision, compliance and user safety. Moreover, we see as crucial your requirement of assisted matching of students to peer mentors. We are conversant with developing such mediated systems and can guarantee an efficient allocation process. Last but not least, our extra benefits which include effective project costing, cross-browser compatibility, free after-delivery support for three months as well as hosting/domain management can all provide additional value for your project. I hope to have convinced you of our fitness for this task; my team and I look f
₹16,000 INR in 7 days
5.4
5.4

Hello, What makes this project compelling is that you're not simply building another college-search portal—you are solving a real decision-making problem that thousands of engineering aspirants face every admission cycle.. My approach would focus on building the platform in two scalable layers: Tier 1 – Student Intelligence Layer * Conversational AI interface * Multi-turn preference collection * Historical cutoff and admission trend analysis * Probability-based recommendation engine * Dynamic generation of curated college lists (10–25 optimized choices) Tier 2 – Admin & Operations Layer * Centralized dashboard for student submissions * Demand trend analytics and reporting * Mentor inventory and matching workflows * Communication monitoring and moderation * Role-based administration controls Before estimating the final scope, I would like to understand: 1. Do you already have historical JoSAA/CSAB datasets available? 2. Should recommendations be rule-based initially or include ML-driven scoring from day one? 3. Will mentor communication occur inside the platform or through moderated external channels? This is the type of platform where architecture, recommendation quality, and scalability are critical from the beginning, and I would be excited to help bring it to production. Best Regards, Mayuri Full-Stack Developer | SaaS | AI | Cloud Architecture
₹6,000 INR in 7 days
5.2
5.2

As someone who's built and improved numerous web and mobile applications, I am adept at dealing with complex data and API development, skills that would be invaluable in handling your student counseling website project. I firmly understand the overwhelm that comes with processing large volumes of data, especially for something as crucial as determining college admissions. My experiences at Google and Apple and my skills in Conversational AI can make converting dense spreadsheets into a streamlined process seems like child's play. One of my strengths is clearly visualizing and understanding clients' needs, and in this case, it has led me to develop an integrated, two-tiered system that meets those needs. My approach involves not just solving the initial challenge but also considers the downstream issues that may arise. Hence, I propose a backend Admin Inventory Dashboard to ensure your administrators have visibility over macro demand shifts and an iterative process that facilitates manual connection bridges between individual students and verified campus-specific peer mentors.
₹25,000 INR in 7 days
4.6
4.6

Hi, this is a strong concept for a structured admission guidance platform, and I can help you turn it into a working product with a clean, scalable architecture. We can build a two-layer system: a student-facing AI-driven interface that collects preferences and converts them into a ranked 10–25 college shortlist using historical admission data, and a secure admin dashboard that manages inventory, monitors trends in real time, and facilitates mentor matching workflows. Deliverables would include: • AI-powered conversational intake + recommendation engine • Statistical ranking system for college selection • Admin dashboard with analytics and demand tracking • Mentor mapping and student management module • Clean, responsive web UI with scalable backend we can also help refine the data model and system flow so it’s ready for real-world scaling and future integration with official counselling datasets. Let’s connect and discuss your dataset structure and preferred tech stack so we can define a solid MVP roadmap.
₹6,000 INR in 7 days
4.4
4.4

As a dedicated web developer, my team at Paper Perfect possesses skills that are perfectly aligned with the goals of this project. Our proficiency in API Development and PHP, alongside other web development skills, equips us to conceptualize and create a highly-functional website. By leveraging our expertise in backend technologies such as Node.js, we ensure that not only will your website be visually appealing, but also robust and scalable to handle any potential growth or future needs of the platform. Moreover, we understand the paramount importance of user experience (UX) in driving engagement and satisfaction, so we place great emphasis on building intuitive and user-friendly interfaces. Your vision for a "highly tailored, curated choice matrix" will be breathed into functionality through our mastery of front-end technologies like React and Angular. We create platforms that make complex processes like admission decisions more streamlined. In conclusion, partnering with Paper Perfect for your Student Counseling Website Development project would mean benefiting from the expertise of a committed team who'll prioritize customization and scalability for your platform. With us, you can rest assured that your project will be delivered on time, within budget, and to an exceptional standard - because at Paper Perfect, perfection is in our name!
₹6,000 INR in 7 days
3.9
3.9

OTUSONE is the partner you need to bring your vision of a streamlined and efficient student counseling platform to life. With our fusion of creativity, strategy, and technical expertise, we're more than capable of handling the complexities embedded within your project. Our skills in Java, PHP and Web Development align perfectly with the requirements of your two-tier system. Firstly, our Conversational AI capability will enable us to build an intuitive interface that can capture student parameters, process unstructured text inputs with ease. By leveraging natural language dialogue and statistical modeling, we can provide students with a comprehensive college choice matrix maximizing their chances of admission. In Tier 2, our expertise in building custom admin panels and dashboards ensures that your administrators get a robust set of tools to perform their duties optimally. We also excel at creating operational supervision systems like the one you desire, enabling administrators to track demand shifts effectively and manually match students with appropriate mentors. At OTUSONE, we understand the importance of reliability, communication, and consistent support throughout the project journey; you can count on us for timely delivery without compromising on quality. Together, let's revolutionize student counseling through technology-enhanced decision-making!
₹6,000 INR in 30 days
3.1
3.1

Hello, I can build this two-tier admissions intelligence platform with a conversational AI layer for student preference collection and a backend analytics + admin system for cutoff modeling, seat-matrix optimization, and mentor matching. I have experience in AI-driven workflows, admin dashboards, and data-heavy decision systems using Node.js/Python, React, and scalable databases, and can ensure accurate statistical ranking, clean UI, and secure admin oversight.
₹6,000 INR in 7 days
2.7
2.7

Hi, I can help with building a student counseling website that generates a tailored 10–25 college choice matrix from your conversational inputs. I’ll start by defining the exact chat-to-matrix logic and the admin inventory workflow, then implement Tier 1 and Tier 2 with clear data models and validation. I’ll reduce risk with incremental milestones, sample datasets, and a reviewable dashboard showing how probabilities and selected colleges are produced. Which student parameters and unstructured text formats do you want captured first, and what fields should the admin see in the inventory panel? If you share that, I can propose a tight fixed-scope plan and timeline.
₹6,000 INR in 3 days
1.6
1.6

I understand the complexities involved in developing a student counseling website that optimizes the admission process for competitive engineering colleges. Your vision of a two-tier system that combines conversational AI with a centralized admin panel is innovative and essential for guiding prospective students effectively. With my expertise in PHP, Java, AI, and web development, I can create a robust platform that meets your requirements. My approach will include thorough requirements gathering, design iterations, and user testing to ensure a seamless experience for both students and administrators. I will leverage AI tools to streamline development while maintaining high-quality standards. I am committed to delivering a functional and user-friendly product within 14 days. Let's discuss how we can bring your project to life and help students make informed choices.
₹14,000 INR in 14 days
1.4
1.4

The student counseling platform with conversational AI and statistical modeling for JoSAA/CSAB seat allocation. I'd build the conversational tier using async Python with aiohttp for the chat interface, and handle the statistical modeling with Pandas for processing historical cutoff data. my work on multi-agent pipelines and data extraction/transformation is directly transferable to parsing unstructured student inputs and mapping them against trends. what data format and update frequency do the historical cutoff datasets come in?
₹7,000 INR in 3 days
0.4
0.4

Hello Dear, I am Jagmohan Kumawat, a multidisciplinary digital expert with 5+ years of experience building luxury websites, mobile apps, digital marketing, automations, intelligent systems and high impact creative assets. My focus is always on delivering results with precision, style and longterm scalability. Signature Excellence • Luxury Websites & Web Systems • iOS & Android Mobile App Development • Custom API Integrations • Advanced Workflow Automation & AI Systems • Salesforce CRM Setup, Flows & Cloud Integrations • Professional Branding & UI/UX • Social Media Content & Digital Strategy • E-Commerce Systems & Automation • Premium Video Creation & Cinematic Editing Technology & Creative Mastery Node.js | React | Laravel | WordPress | PHP | JS | Shopify | Android/iOS | Salesforce Cloud | CRM Automations | REST APIs | Firebase | AI Solutions | Figma | Adobe Suite (Illustrator, Photoshop, Premiere Pro, After Effects) Canva Pro | AutoCAD | Motion Graphics & AI Video | Digital Marketing | Content Writer | SEO/SMO I’m ready to take your project forward with precision, creativity and technical excellence. Feel free to share more details. I will prepare a customize plan for your exact needs. Best Regards Jagmohan Kumawat
₹6,000 INR in 7 days
0.0
0.0

Hello, As a seasoned and versatile developer with a focus on operational transformations, implementing a comprehensive and user-centric solution like your student counseling website project excites me. My skills in Java, MySQL, PHP, and Web Development are the very foundation on which I build AI automation, intelligent workflows, and engineered software systems that can greatly enhance your existing process. I have deep experience developing AI agents and integrating them seamlessly into workflows that can transform your currently manual process into an efficient and optimized system -- from capturing raw student parameters to providing statistical admission probability. My work focuses not just on demoing well but on ensuring production-grade reliability, and I can assure you the same for this project. Additionally, my understanding of businesses' functional aspect infuses my work with an operational efficiency mindset that I believe fits like a glove with your project requirements. I offer structured work phases, regular updates, and aim to deliver viable outcomes incrementally. Best Regards, Habib Ullah.
₹6,000 INR in 7 days
0.0
0.0

With my well-rounded experience in API Development, Java, MySQL, PHP, and overall proficiency in Web Development, I can guarantee a powerful solution to optimize the entire process of student counseling in competitive engineering colleges. My approach combines the best of technology and innovation to provide a platform that is not only user-friendly but also technically advanced. The first-tier implementation comprises of a Conversational AI Clarification & Statistical Modeling system which I am confident in developing to exceed your expectations. Combining the prowess of natural language processing with historical trend mapping will result in unbeatable accuracy when shortlisting universities based on student parameters. The second-tier development, the Centralized Admin Inventory Panel & Mediated Mentor Matching is another aspect of the project where my skill in Web Development and proficiency in APIs can be instrumental. By providing unparalleled supervision capabilities, ensuring compliance, user safety and matching student demand with verified campus-specific peer mentors will be streamline by me. Consider this pitch as an assurance for successfully realizing the full potential of your project with my expertise.
₹5,000 INR in 7 days
0.0
0.0

Hello, I can create a modern, lightweight interactive flipbook that showcases your products in a clean and professional way. The final deliverable will be mobile-friendly, responsive, and optimized for fast loading while maintaining high visual quality. What I will provide: • Modern flipbook design (up to 10 pages) • Smooth page-turn animations • Clickable links and video hotspots • Hosted URL for easy sharing in email campaigns • Offline PDF fallback version • Source files and simple update instructions for future edits For best performance, I will optimize images, use compressed assets, and implement lazy loading where appropriate. I recommend an HTML5-based flipbook solution for maximum compatibility across desktop and mobile devices without requiring downloads. I have experience working with web design, HTML/CSS, and visual layouts, and I can ensure the final presentation clearly communicates your value to decision-makers. Looking forward to discussing your content and branding materials. Best regards, Pradeep Singh
₹6,000 INR in 7 days
0.0
0.0

Hello, I can build this platform using React, Node.js, Express, and MySQL, with a scalable architecture that supports both the AI-powered student recommendation system and the admin dashboard. I have experience developing full-stack applications with role-based access, Sequelize ORM, API integrations, dashboards, and complex database relationships. The platform can include conversational AI for collecting student preferences, historical cutoff analysis, personalized college recommendations, admin inventory management, and mentor matching workflows. My focus will be on clean, maintainable code, responsive UI, secure APIs, and a structure that can easily accommodate future enhancements such as advanced prediction models and analytics. I would be happy to discuss the admission data sources, recommendation logic, and overall workflow in more detail. Best regards, Asma Full-Stack Developer
₹20,000 INR in 10 days
0.0
0.0

Rewāri, India
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