Soyal Islam

B.Tech Computer Science student passionate about Data Science, Machine Learning, and Artificial Intelligence. Experienced in Python, SQL, NLP, and data analysis through academic projects and a Data Scientist internship at Celebal Technologies. Eager to apply analytical and technical skills to solve real-world problems.

Data Science & AI/ML Intern at Celebal Technologies (2025-05 – 2025-07)

• Developed a machine learning–based student score prediction system using academic, demographic, and behavioral features to estimate final student performance.
• Performed data preprocessing, feature engineering, and exploratory data analysis (EDA).
• Trained and evaluated regression models and comparing performance metrics such as MAE, MSE, and R² score.

AI/ML Intern at Edunet Foundation (Shell) (2025-04 – 2025-05)

• Developed CNN-based animal image classifier using transfer learning.
• Improved generalization via augmentation and preprocessing.
• Reached ~92% validation accuracy.

AI & ML Intern at Upflairs pvt ltd (2024-06 – 2024-08)

• Trained supervised learning models including SVM, k-NN, and NLP-based neural networks.
• Boosted model accuracy by 10-15% through rigorous feature scaling and hyperparameter tuning.

B.Tech in Computer Science Engineering – Amity University Rajasthan (2022 – 2026)

Class XII in Senior Secondary – Spectrum Global Academy, Shahpura (2020 – 2021)