Maninder singh

Maninder singh

SDE

Jalandhar
23skills
2education

About

wanted to become the ai/ml engineer

Education

Dr. B. R. Ambedkar National Institute of Technology (NIT), Jalandhar

Bachelor of Technology - BTech, Information Technology

Expected Graduation: 2028

CGPA: 8.71

Patel Public School - Rajpura

+2

Skills

Mern and AI/mlPythonCC++JavaScriptHTMLCSSReactMongoDBMySQLNumPyPandasScikit-learnMatplotlibGitGitHubVS CodeOperating SystemObject-Oriented ProgrammingComputer NetworksMachine LearningDeep LearningData Preprocessing

Projects

Agri Sales Management System

Developed the frontend of a web-based agricultural sales platform; designed responsive UI for product listings and user interactions; structured a modular frontend compatible with React; collaborated with backend team for API integration; used Git/GitHub for version control and team collaboration.

Uni Social Platform

Built the frontend of a university-based social networking platform; designed UI components for user profiles, posts, and navigation; ensured responsive design and smooth user experience; developed reusable UI structures aligned with scalable frontend design.

Landcover Classification using CNN

Built a Convolutional Neural Network model for satellite image classification; performed data preprocessing and normalization; improved model performance through optimization techniques.

Diabetes Prediction using Machine Learning

Developed a Random Forest classifier for predicting diabetes; handled missing values using SimpleImputer; evaluated the model using a confusion matrix and classification metrics.