1.
IOT and Cloud Computing
Arduino
C++
HTML
JavaScript
WebSockets
SoilAnalyzer is an IoT device based on ESP-32 which takes user requirements and tests them against the soil parameters and predicts the best suitable crop for the soil using a Supervised Machine Learning Support Vector Classifier model. It records the data and performs MATLAB Analysis and visualization in ThingSpeak cloud.
2.
Frontend Development
HTML
CSS
JS
JS XML
React
VITE
Babel
ESLint
Frontend development solves problems and delivers good services by creating responsive websites, optimizing loading speed, designing intuitive user interfaces, ensuring accessibility compliance, and achieving cross-browser compatibility. This enhances the user experience, provides consistency across devices, and promotes inclusivity for all users.
3.
Backend Development
Node.js
Express.js
Any'DB'
RESTful APIs
Fetch API
Libraries
Middleware
Backend development solves problems and delivers good services by efficiently managing data, ensuring scalability to handle growing user loads, implementing robust security measures to protect user information, creating APIs for seamless communication between systems, optimizing performance for faster response times, handling errors and logging for prompt issue resolution, integrating third-party services to enhance functionality, enabling real-time features, conducting automated testing for reliability, and ensuring regulatory compliance. These efforts result in stable, secure, and high-performance applications that meet user needs and expectations.
4.
Data Analysis using ML
Python
Pandas
Scikit Learn
Matplotlib
math
Data analysis using machine learning enables businesses to enhance their services by leveraging customer data to personalize experiences, predict maintenance needs, reduce churn, detect fraud, optimize operations, and deliver relevant recommendations. This leads to improved customer satisfaction, increased efficiency, and overall better service quality.