Evaluated and graded coursework for 100+ students in core Computer Science courses, improving feedback clarity and students’ outcomes. Supported courses: Digital Systems, Database Systems, Software Engineering, and Data Structures.

Front End Developer Intern at GET Group Holdings Ltd.

January 1, 2024 - October 16, 2025

Contributed to multiple full-stack projects, including the eDLVR web platform and Mobile ID app, developing dynamic UIs and authentication systems using React, TypeScript, Redux, Formik, and RESTful APIs. Built and optimized responsive web components with JavaScript, HTML5, CSS3, and Bootstrap, collaborating in Agile sprints to deliver production-ready features and improve user experience.

Senior Design Project at LenScript (Senior Design Project)

May 1, 2025 - October 16, 2025

Developed an LLM-based sentiment analysis module for real-time captioned text using DistilBERT and multiple supervised learning models (Logistic Regression, SVM, Random Forest, KNN) to compare performance. Developed and deployed a complete ML pipeline using PyTorch, Scikit-learn, and Hugging Face Transformers, encompassing data preprocessing, tokenization, feature engineering, model training, hyperparameter tuning, cross-validation, and real-time inference, and integrated into LenScript smart glasses for accurate, low-latency NLP emotion classification.

Prop Manager App (Project) at Project - Prop Manager App

September 1, 2024 - Present

Developed a full-stack property management web application with React.js frontend and Flask backend, integrating RESTful APIs with structured SQL databases and JSON-based metadata handling. Implemented secure form validation, dynamic UI components, and responsive design, optimizing database queries and frontend performance for seamless user experience.