PCOS Tracker — AI-Powered Wellness & Cycle Companion for Women's Hormonal Health
PCOS Tracker is an AI-powered Flutter and Django wellness app that helps women manage PCOS symptoms, track menstrual cycles, log lifestyle habits, and get ML-based risk assessment with 83%+ accuracy.
Technology Used
Flutter | Dart | Django | Django REST Framework | Python | Scikit-learn | Random Forest | Logistic Regression | Pandas | NumPy | Joblib | PostgreSQL | SQLite | JWT SimpleJWT | Provider | fl_chart | HTTP Package | Django Signals
PCOS Tracker — The Smart Wellness Companion Built for Women's Health
PCOS Tracker is a complete AI-powered wellness application designed to help women understand, monitor, and manage Polycystic Ovary Syndrome through a combination of intelligent tracking, machine learning risk assessment, and personalized lifestyle insights. Built with Flutter for a beautiful cross-platform mobile experience and Django REST Framework for a powerful backend, this project tackles a genuine real-world problem affecting nearly one in five women globally. It's one of the most meaningful and technically rich AI/ML final year projects a student can present in their final semester.
Unlike generic period tracker apps, PCOS Tracker goes much deeper. It combines cycle data, daily symptoms, mood patterns, exercise routines, nutrition, and medication adherence into a single intelligent dashboard that learns from the user's behavior over time. The integrated ML engine, trained on a real clinical PCOS dataset of 540+ samples and 13 medical features, predicts hormonal risk levels and generates personalized health recommendations, making this not just a tracking app but a genuine decision-support system for women.
Why This Project Stands Out
Most final year projects either focus on technology or domain expertise, but rarely both. PCOS Tracker bridges that gap. It uses Random Forest and Logistic Regression models trained from scratch on real medical data, integrates them into a production-grade Django REST API, and delivers everything through a polished Flutter mobile app with dark mode, charts, and offline-capable predictions. Students working on healthtech, women's wellness, or AI-based diagnosis topics will find this project genuinely impressive to demonstrate in front of evaluators and panel members.
Key Project Features
- Intelligent Cycle Tracking: Log menstrual cycles with flow intensity, view historical patterns, and calculate average cycle length and regularity scores automatically.
- ML-Powered PCOS Risk Assessment: Custom-trained Random Forest and Logistic Regression models analyze 13 clinical features to give a risk score, detailed analysis, and personalized recommendations — all working offline once trained.
- Comprehensive Symptom Logging: Track 10+ PCOS-specific symptoms with severity levels including acne, hair fall, weight fluctuation, fatigue, and mood swings.
- Mood and Mental Health Tracking: Daily mood logging with visual distribution analytics that help users connect emotional patterns to their cycle.
- Lifestyle Management: Exercise duration logging, nutrition tracking with calorie counts, and medication adherence with reminders.
- Auto-Generated Insights: Django Signals trigger real-time symptom trend analysis, mood distribution charts, and cycle regularity reports without manual refresh.
- Community Space: A safe peer-support area where users share stories, awareness, and recovery tips.
- Private Journaling: A secure personal space for daily notes, reflections, and self-observations.
- JWT Authentication: Secure token-based login using SimpleJWT for production-grade user session handling.
- Beautiful Dark Mode UI: A premium, fully responsive Flutter interface with smooth charts powered by fl_chart.
Real-World Applications
- Personal Health Management: Women diagnosed with PCOS can monitor symptoms and progress over months for better self-awareness.
- Pre-Diagnosis Screening: The risk assessment helps women identify whether their symptoms warrant a clinical PCOS workup.
- Clinical Companion Tool: Doctors and gynecologists can use exported user reports for faster consultation insights.
- Research and Awareness Platform: The community feature enables peer-driven awareness on a widely under-discussed condition.
- Academic Demonstration: An ideal showcase project for BCA, MCA, BTech CSE, and BSc IT students who want to present a healthtech AI/ML system.
What You Get When You Purchase This Project
The complete PCOS Tracker package includes full Flutter source code, the Django REST backend, pre-trained ML models, the original PCOS clinical dataset, and a polished UI with dark mode already implemented. Students also receive a college-format project report covering abstract, literature review, methodology, system architecture, and testing chapters. Need help setting it up? Our project setup and source code explanation service walks you through the entire codebase line by line until you are confident defending it in your viva.
If you want to extend or customize this idea further — for example, adding fertility tracking, integration with wearable devices, or a doctor consultation module — our custom project development service can handle that for you. We also publish IEEE-format research papers based on this project, which adds enormous value to your final year submission and placement portfolio.
Who Should Buy This Project
This project is perfectly suited for BCA, MCA, BTech CSE, BSc IT, and MTech students looking for a strong, socially impactful, and technically deep Python final year project. It also fits perfectly for students searching for Flutter app development projects or full-stack mobile + backend submissions. The combination of healthcare, machine learning, mobile development, and real dataset training makes it one of the most evaluator-friendly choices available on the CodeAj Marketplace.
Why CodeAj Marketplace
At CodeAj, every project comes with full source code, a ready-made report, a complete installation guide, and mentorship until submission. From debugging to viva preparation, our team supports you end-to-end. Browse more final year projects with source code on our marketplace and pick the one that fits your domain perfectly.
Frequently Asked Questions
Extra Add-Ons Available – Elevate Your Project
Add any of these professional upgrades to save time and impress your evaluators.
Live 1-on-1 Mentorship
Personal session with an expert developer
Project Setup
We'll install and configure the project on your PC via remote session (Google Meet, Zoom, or AnyDesk).
Source Code Explanation
1-hour live session to explain logic, flow, database design, and key features.
Want to know exactly how the setup works? Review our detailed step-by-step process before scheduling your session.
₹1999
Custom Documents (College-Tailored)
- Custom Project Report: ₹1,500
- Custom Research Paper: ₹1,000
- Custom PPT: ₹800
Fully customized to match your college format, guidelines, and submission standards.
Project Modification
Need feature changes, UI updates, or new features added?
Charges vary based on complexity.
We'll review your request and provide a clear quote before starting work.
Project Files
ReviewsWhat Our Students Say
He explained the project clearly and thoroughly. He was very supportive throughout the process and was always available to help when needed. His guidance and assistance made it easier to understand the project and complete tasks effectively.
I had a very good experience with CodeAj Marketplace. The team is professional and supportive, especially Ajay Pandit sir who guides clearly throughout the project. The work was completed neatly and according to requirements. A great place for learning and project development. Highly recommended for students and developers.
Excellent explanation! Concepts are explained in a very simple and understandable way. It really helped me a lot in improving my knowledge. Great work!
Codeaj was really helpful with my project, especially during the customization part. He didn't just do the work but also took the time to explain everything, from the project structure and database to the code itself. It was a huge help, especially for students trying to understand how everything fits together. I really appreciated his support and the way he made things easier to follow.
Working with CodeAj Marketplace has been such a positive experience. The projects delivered are original, carefully crafted from scratch, and tailored to meet expectations with impressive attention to detail. What really makes him stand out is his willingness to go the extra mile — not just in creating outstanding work, but also in helping others understand how everything functions. He explains things clearly, addresses questions patiently, and ensures the whole process feels like a learning journey instead of just a handover. On top of the technical expertise, his calm and approachable personality makes communication effortless. No unnecessary stress, just smooth collaboration and genuine support. I truly value the dedication he brings to his work and would highly recommend him to anyone in search of high-quality, authentic projects.
I purchased a project from him recently and I have to say it's one of the best decisions I've made. The project was absolutely beautiful, built completely from scratch with no shortcuts, and perfectly matched what I wanted. What makes him stand out is not just his ability to create anything we ask for, no matter how complex, but also the way he helps us understand every part of it. He patiently explains the process, clears doubts, and makes sure we actually learn from the project instead of just using it. On top of his skills, his personality is amazing — he's calm, chill, and very friendly to talk to. There's no stress when working with him, only smooth communication and genuine support. I truly appreciate the effort he puts in and would highly recommend him to anyone looking for original, high-quality projects.
I received my project from CodeAJ Marketplace on time, and the work was very neat and well-presented. The team maintained good communication and delivered everything as promised. I appreciate their timely completion and professional approach.
I sincerely thank Mr. Ajay Pandit for his constant support and valuable guidance throughout the project. His timely advice, encouragement, and expertise greatly contributed to the successful completion of the work. I'm truly grateful for his mentorship.
I had an outstanding experience with CodeAj while developing my mobile app. Their team was incredibly cooperative, ensuring every customization I requested was implemented flawlessly. The service was top-notch, and the final product exceeded my expectations. Highly recommend CodeAj for anyone seeking professional and reliable app development services! 11/10
I would like to sincerely thank Ajay Pandit for providing me with the project. His guidance and explanation of the system's architecture, modules, and AI integration were extremely helpful in understanding the project thoroughly. Ajay's support played a key role in helping me implement the hotel booking and payment module effectively. His willingness to clarify concepts and walk me through complex logic made the learning process smooth and insightful. I truly appreciate his mentorship and the time he dedicated to ensuring I was well-prepared for both the development and presentation of this project.
I had a great experience with the project I purchased. It was well-structured and met all my expectations. The team was responsive and supportive throughout, addressing all my queries promptly. Highly recommended for anyone looking for quality projects and good service.
I'm really thankful to Codeaj for helping me with my project explanation and guiding me throughout. Your support made everything much easier and clearer.
The project he made was wonderful, and the way he patiently listened, understood all my ideas and presented them so well in the project, was amazing. I would highly recommend him to everyone.
I would like to sincerely thank Ajay Pandit for providing me with the project. His guidance and explanation of the system's architecture, modules, and AI integration were extremely helpful in understanding the project thoroughly.
Too good experience, I love their projects and they are available for you to help, they are incredible good. Must avail their services. I am happy customer.
The team was very supportive and their explanation was very good, they are clarifying each and every doubts with lots of patience. Highly recommended for quality projects.
I really like their work and they made good project in less amount.
Thank you, CodeAj Bro, for supporting the Doctor Appointment System project. Your guidance during the project setup, installation, and report creation was very helpful and greatly appreciated.
One of the best Software Developer provide the best setup environment for project, good explain skills, and good technical skills, step by step explain project through google meet and budgetly price project Available.
Thank you so much for your excellent work on our project! Your kindness and clear explanations made the entire process smooth and enjoyable. Highly recommend!
Really very supportive, helpful and kind, loving nature. Available for any time for any query, highly recommend to get projects from him.
Awesome projects. They support on setting up the project after purchasing. Completely legal one. Affordable projects too.
Code AJ guide team are very formal, friendly to setup project step by step and explain each question 🙂
Thank you codeAj, Best site to get your project done quickly, with fast responses and instant clarification of any project-related doubts.
I really liked the work, and they solved my issues very well too.
They provide very good service and code also running condition and they fulfill all the queries it's very helpful.
Really helpful, makes things easy to understand and very kind nature, you can look forward to get help from here.
Thank you so much for building the Project for my requirement.
Looking forward to many many collaborations and always tend to buy the projects.
I am so satisfied with codeAJ because of his help.
Thank you so much sir for your support and help.
Ajay bro has excellent knowledge and his response is nice.
This is a great app I love it with good functionality.
Thank you so much for your help and support.
Highly recommended for the projects.
Loved the project work.
It is super for students.
I recently purchased this project online and I am very satisfied with it. The project was well-designed, properly organized, and included all the necessary files and documentation. The source code was clean, easy to understand, and worked as expected. A special appreciation for the project explanation and setup session. The session was detailed and easy to understand, covering both the project implementation and the complete setup process. All my questions were answered clearly, which helped me understand the project much better. Thanks for giving your time.