You will get Medical Image Classification System for Skin Diseases
Project details
This project is an AI-powered skin disease classifier that identifies skin lesions into seven categories using deep learning. Built with TensorFlow and Keras, it uses a Swin Transformer and a hybrid VGG16–Swin model trained on the HAM10000 dataset. Uploaded images are resized to 128×128 RGB for inference, returning class labels with probabilities.
The backend uses FastAPI with a /predict endpoint for image handling and model inference, optimized for cloud VMs or container deployment. The frontend, built with React and TypeScript, offers image upload, preview, and a probability breakdown, and is deployed on Vercel.
**This project is ideal for research, academics, AI demos, startup MVPs, and portfolios.**
It’s fully customizable datasets, classes, UI, deployment, and features like retraining or explainable AI can be adapted. For educational and demo purposes only; not a medical diagnostic tool.
Feel free to ask for any details!
The backend uses FastAPI with a /predict endpoint for image handling and model inference, optimized for cloud VMs or container deployment. The frontend, built with React and TypeScript, offers image upload, preview, and a probability breakdown, and is deployed on Vercel.
**This project is ideal for research, academics, AI demos, startup MVPs, and portfolios.**
It’s fully customizable datasets, classes, UI, deployment, and features like retraining or explainable AI can be adapted. For educational and demo purposes only; not a medical diagnostic tool.
Feel free to ask for any details!
Machine Learning Tools
BERT, ChatGPT, GoLearn, GPT-3, Python, PyTorch, TensorFlowWhat's included
| Service Tiers |
Starter
$70
|
Standard
$100
|
Advanced
$250
|
|---|---|---|---|
| Delivery Time | 3 days | 5 days | 8 days |
Number of Revisions | 1 | 2 | 4 |
Number of Model Variations | 0 | 1 | 2 |
Number of Scenarios | 1 | 2 | 4 |
Number of Graphs/Charts | 0 | 1 | 2 |
Model Validation/Testing | - | ||
Model Documentation | - | ||
Data Source Connectivity | - | - | |
Source Code |
About Muhammad Hanzala
Full-Stack AI Developer | AI Agents | Automation | Web & Mobile App |
Karachi, Pakistan - 8:47 am local time
📌 Professional Summary
I help startups, SaaS companies, and businesses build AI-powered, full-stack solutions that deliver measurable business outcomes. My expertise spans web & mobile applications, AI agents, intelligent automation systems, and chatbots, all designed for production readiness, security, scalability, and user engagement.
With 5+ years of experience, I combine AI automation, NLP, workflow optimization, and full-stack development to eliminate manual work, increase efficiency, and drive growth. I specialize in building custom GPTs, AI chatbots, SaaS dashboards, and automated business workflows, tailored to your specific needs.
💻 Core Services & Specializations
🤖 AI Agents & Intelligent Automation
Custom AI Agents: Single-agent or multi-agent systems for task execution, monitoring, and decision-making
Intelligent Workflows: Automate repetitive business processes using n8n, Zapier, Make (Integromat), and Webhooks
Data Processing & NLP: Summarization, classification, entity extraction, and sentiment analysis for internal & external data
Automated Alerts & Reporting: Real-time monitoring, email/SMS alerts, dashboards, and notifications
Integration with Tools: Seamless connection with CRMs, internal tools, APIs, and cloud platforms
💬 AI Chatbots & GPT Solutions
Web & WhatsApp Chatbots: Customer support, lead generation, and internal task automation
Custom GPT Development: Tailored prompts, tool integrations, external API calls, and knowledge-base connectivity
Conversational AI: LLM-powered NLP for question answering, summarization, and intelligent interactions
Document-Aware Systems: AI chatbots that understand and utilize business documents, manuals, and FAQs
Prompt Engineering & Optimization: Fine-tuned prompts for high accuracy and low latency responses
🌐 Web & Mobile Application Development
Full-Stack Web Applications: React, Next.js, Node.js, Express, and TypeScript
Mobile Apps & SaaS Platforms: Responsive, scalable apps for iOS, Android, and web
AI-Powered Dashboards & Admin Panels: Real-time analytics, reporting, and predictive insights
Backend Architecture & REST APIs: Secure API development, third-party integrations, and microservices
UI/UX Design: User-focused interfaces for web and mobile apps with attention to accessibility and performance
⚡ Website & Business Automation
Website Automation: Lead capture, forms, analytics, and workflows
CRM & Email Automation: Gmail, HubSpot, Salesforce, and custom CRM integrations
Google Sheets & Reporting Automation: Automated business reports, dashboards, and notifications
Payment & Messaging Integration: Stripe, PayPal, Twilio, WhatsApp, and SMS gateways
🛠️ Technical Toolkit
AI & LLMs: OpenAI GPT-4, GPT-4o, NLP, prompt engineering, LangChain integration
Automation: n8n, Zapier, Make, Webhooks, workflow orchestration
Frontend: React, Next.js, JavaScript, TypeScript, responsive design
Backend: Node.js, Express, REST APIs, serverless architecture
Databases: MongoDB, PostgreSQL, Firebase
Cloud & Tools: AWS (Lambda, S3, DynamoDB, EC2), Vercel, Git/GitHub, CI/CD pipelines
Integrations: Twilio, Google APIs, payment APIs, CRMs, internal tools
✅ Why Clients Work With Me
Real-World Solutions: Focused on business impact, not prototypes
Scalable & Secure Code: Built to grow with your business
Fast & Reliable Delivery: Clear communication and realistic timelines
Data-Driven Decisions: Analytics, AI insights, and process automation
Collaborative Process: Iterative feedback, transparent updates, and client satisfaction
📩 Client Collaboration Process
1️⃣ Consultation & Requirements Gathering – Discuss goals, KPIs, and preferred tech stack
2️⃣ Prototype / MVP Development – Early working model for validation and adjustments
3️⃣ Full Development & Testing – Production-ready, secure, and scalable solution
4️⃣ Deployment & Post-Launch Support – Cloud deployment, monitoring, and maintenance
📈 Performance & Results
⚡ Automated repetitive business workflows, saving clients 70–90% of manual work
⚡ Deployed AI chatbots & GPT agents, increasing lead capture and response efficiency by 50–70%
⚡ Built scalable SaaS dashboards & AI-powered applications, reducing reporting & processing time by 50%
⚡ Integrated multiple systems (CRM, email, messaging, payments) for end-to-end automation
💼 Industries I Serve
SaaS & Tech Startups
E-commerce & Retail
Healthcare & Service Businesses
AI-driven Platforms & Automation Solutions
AI Agent Development | Automation | Full-Stack Web & Mobile Apps | ChatGPT | GPT Solutions | Workflow Automation | OpenAI API | n8n | Zapier | SaaS Platform Development | Business Process Automation | React Developer | Next.js Developer | Node.js Developer | REST API Integration | AI Chatbots | Cloud Solutions | AI-Powered Dashboards | AI Workflow Automation
Steps for completing your project
After purchasing the project, send requirements so Muhammad Hanzala can start the project.
Delivery time starts when Muhammad Hanzala receives requirements from you.
Muhammad Hanzala works on your project following the steps below.
Revisions may occur after the delivery date.
Requirements → Development → Delivery