Projiverse logoProjiverse
BeginnerMachine LearningMedium Project

Skin Disease Prediction Platform

AI-powered skin disease diagnosis with secure multi-factor authentication

About This Project

A full-stack web application that uses machine learning to analyze uploaded skin images and predict potential diseases, with JWT-secured REST APIs, OTP-based authentication, and comprehensive prediction history tracking.

Problem Statement

People with suspicious skin conditions often delay seeking medical advice because dermatology appointments can take weeks to schedule, and many cannot afford specialist consultations. Without quick preliminary assessment, minor treatable conditions worsen or serious diseases like melanoma go undetected until later stages when treatment is more difficult and expensive.

Proposed Solution

This system offers a swift and accessible way for individuals to gain insight into their skin health, effectively bridging the gap between individuals and dermatological expertise. By leveraging machine learning for image analysis, it provides users with preliminary diagnoses that can help them make informed decisions about whether to seek further medical attention, thus enhancing overall public health outcomes.

What You'll Learn
  • Integrate a machine learning service with a REST backend using synchronous HTTP calls and FormData handling
  • Implement dual-factor authentication with JWT tokens and time-based OTP challenges
  • Design a secure file upload pipeline with validation, external service orchestration, and database persistence
  • Build protected routes in React Router with token-based guards and user-scoped data access
  • Apply Spring Security filter chains with custom authentication entry points and stateless session management
Technologies Used
ReactVitereact-router-domaxiosSpring BootSpring Securityjjwt-apijjwt-impljjwt-jacksonPostgreSQLSpring Data JPASpring Boot ValidationFastAPIBCrypt
Industry-Ready Preparation

This isn't just a project — it's a simulation of how software actually gets built inside a company. You'll see how real teams gather a client's requirements, negotiate trade-offs, and ship in sprints instead of all at once, while picking up the daily rhythm of an engineer's (and tester's) week along the way.

Working With Clients
Requirement gathering, scope negotiation, and expectation management — the way client-facing teams actually handle it.
A Day In The Life
Stand-ups, code reviews, bug triage, and release day — the real rhythm of an engineer's (and tester's) week.
Agile, In Practice
Sprints, backlogs, and retrospectives — see how requirements evolve iteration over iteration, not just in theory.
How Companies Ship Software
From scoping to staffing to shipping — the full lifecycle behind a project like this one, end to end.
Proven design patterns
4 industry-standard patterns identified in the codebase
Real-world deployment context
A rural health clinic without a full-time dermatologist uses this platform to let patients upload images during triage; the AI provides preliminary classifications that help nurses prioritize urgent cases for telemedicine consultations with specialists in the city, reducing diagnostic delays from weeks to hours.
Everything You Get
13 inclusions

One purchase, the entire toolkit — nothing held back, nothing sold separately.

Complete source code
Full, runnable codebase — yours to keep
Set up in one click
Guided, ready-to-run setup — no guesswork
Real product screenshots
7 screenshots of the actual working app
Professional documentation
12 documents — SRS, setup guide, project report
Line-by-line code walkthrough
Every feature explained, module by module
Guided learning path
77 concepts, sequenced for mastery
Step-by-step build roadmap
17-phase plan from zero to shipped
Narrated demo video
Full walkthrough of the working app
Viva & exam preparation
13 examiner-style Q&A, fully answered
Interview-ready Q&A
Interview prompts, tied to your code
AI chat assistant
Ask questions about the code, get instant answers
Technical support
Real help via WhatsApp when you're stuck
Portfolio-worthy build
Showcase it to recruiters with confidence
Project Diagrams
Standard & Premium
Locked
Locked
Locked
Locked

6 architecture & design diagrams(HLD, LLD & more) — unlocked with the Standard or Premium plan.

Screenshots
Skin Disease Prediction Platform screenshot 1
1 / 7
Demo Video

No demo video yet

The creator hasn't uploaded a walkthrough video.

Skin Disease Prediction Platform — Source Code, Docs & Viva Prep