Experience
Projects done so far
Self-motivated learning in the field of Data Science and Cybersecurity during summer break 2024
Student Habits & Academic Performance Analysis
Analyzed a real-world dataset of students' daily habits and their impact on academic performance. Applied data science techniques to uncover meaningful insights and patterns that influence academic success.
Suicide Detection
Implemented comprehensive data preprocessing, TF-IDF feature extraction, model training, and evaluation for an NLP-based suicide detection system. Utilized machine learning to identify at-risk individuals through text analysis.
Smart Aquarium System
Built an ESP32-powered Smart Aquarium enabling automated feeding, lighting, heating, and pumping with IoT-based remote control. Integrated sensors and actuators for real-time monitoring and control through mobile application.