You will get An AI or ML solution that turns your data into actionable insights
Project details
You will get a practical AI and machine learning solution designed to solve real-world problems using data-driven models. I specialize in building end-to-end AI systems that combine model accuracy, clean integration, and user-friendly interaction.
My approach covers the complete AI pipeline, including data preprocessing, model training, evaluation, and deployment. I have hands-on experience developing image-based classifiers, such as plant disease detection systems, where users can upload images and receive predictions through a web interface or API. Models can be deployed on cloud platforms and exposed via REST APIs for real-time inference.
What sets my work apart is the focus on usability and reliability. I ensure models are not only accurate but also easy to integrate into applications using modern tools such as FastAPI, cloud hosting, and frontend frameworks. Whether you need a proof-of-concept, an MVP, or a production-ready AI solution, I work closely with clients to deliver clear communication, structured development, and high-quality results.
My approach covers the complete AI pipeline, including data preprocessing, model training, evaluation, and deployment. I have hands-on experience developing image-based classifiers, such as plant disease detection systems, where users can upload images and receive predictions through a web interface or API. Models can be deployed on cloud platforms and exposed via REST APIs for real-time inference.
What sets my work apart is the focus on usability and reliability. I ensure models are not only accurate but also easy to integrate into applications using modern tools such as FastAPI, cloud hosting, and frontend frameworks. Whether you need a proof-of-concept, an MVP, or a production-ready AI solution, I work closely with clients to deliver clear communication, structured development, and high-quality results.
Machine Learning Tools
BERT, ChatGPT, GitHub Copilot, Keras, MATLAB, Microsoft Excel, MLflow, NLTK, NumPy, Open Neural Network Exchange, OpenCV, pandas, Python, Python Scikit-Learn, PyTorch, scikit-learn, SQL, TensorFlow, Word2vecWhat's included
| Service Tiers |
Starter
$100
|
Standard
$250
|
Advanced
$400
|
|---|---|---|---|
| Delivery Time | 4 days | 4 days | 11 days |
Number of Revisions | 2 | 3 | 5 |
Number of Model Variations | 1 | 2 | 3 |
Number of Scenarios | 1 | 2 | 3 |
Number of Graphs/Charts | 1 | 3 | 5 |
Model Validation/Testing | |||
Model Documentation | - | ||
Data Source Connectivity | - | - | |
Source Code |
Optional add-ons
You can add these on the next page.
Additional Model Variation
(+ 1 Day)
+$50
API Deployment (FastAPI / Flask)
(+ 2 Days)
+$80
Dataset Cleaning & Preprocessing
(+ 2 Days)
+$60
Detailed Performance Report
(+ 1 Day)
+$40Frequently asked questions
About Thana
Full Stack Engineer | AI/ML Integration | Spring Boot | React
Mallavi, Sri Lanka - 1:57 pm local time
I am a Full Stack Software Engineer specializing in backend architecture, AI-powered applications, and scalable cloud-ready systems. I design and build secure, high-performance applications that integrate modern frontend technologies, robust backend services, and intelligent AI components.
I help businesses transform complex requirements into reliable, production-ready software systems.
🚀 Core Expertise
🧠 AI & Machine Learning Integration
LLM-based application development
AI-powered result summarization systems
Intelligent data processing pipelines
Backend integration of AI services
Prompt engineering & AI workflow design
Building AI features into existing applications
⚙️ Backend Development (Primary Strength)
RESTful API design & implementation
Microservice-based architecture
Authentication & authorization (JWT, RBAC)
Secure business logic implementation
PostgreSQL database design & optimization
Audit logging & data validation systems
Blockchain-integrated backend systems
Tech Stack:
Spring Boot (Java), PostgreSQL, Docker
💻 Frontend Development
React.js + TypeScript
Secure frontend–backend integration
State management & API integration
Responsive UI development
Role-based dashboards (Admin/Lecturer/Student systems)
☁️ Cloud & DevOps
CI/CD pipeline setup
GitHub Actions automation
Docker-based deployments
Cloud-ready application design
Automated production deployment workflows
🔐 Security-Focused Engineering
Secure authentication systems
OTP-based verification
Role-based access control
Audit trails & field-level change tracking
Blockchain + IPFS for tamper-proof storage
Secure software architecture best practices
🏗 Types of Projects I Build
AI-powered web applications
Secure enterprise systems
Result management systems
Blockchain-integrated platforms
SaaS applications
Custom backend APIs
Full-stack dashboards
Automation systems
🎯 What Makes Me Different?
✔ Backend-first thinking with strong system design
✔ AI integration capability (not just API calling — proper architecture)
✔ Clean, maintainable code
✔ Production-ready deployments
✔ Strong security mindset
✔ Experience building complete end-to-end systems
Steps for completing your project
After purchasing the project, send requirements so Thana can start the project.
Delivery time starts when Thana receives requirements from you.
Thana works on your project following the steps below.
Revisions may occur after the delivery date.
Requirement Analysis
Review client requirements, understand the problem, analyze the dataset, and define success criteria and project scope.
Data Preparation
Clean and preprocess the data, handle missing values, and prepare features suitable for model training.