SQL Data Analysis & Customer Insights
Developed a SQL-based analytics framework to uncover customer behavior and product performance trends using CTEs, window functions, and advanced aggregations.
SQL Data Analysis & Customer Insights
F1 Data Visualization
Developed a comprehensive Formula 1 data visualization dashboard using Tableau. The project provides insights into race statistics, driver performances, and team standings through interactive dashboards.
NLP Text Classification
Using TensorFlow and pre-trained models from TensorFlow Hub, I developed a project for binary text classification. By leveraging TensorFlow, NumPy, and Pandas, along with TensorFlow Datasets, I built an efficient solution for categorizing text into two distinct classes.
Automatic Load Condition Detection for Static Structures
Designed and implemented a Machine Learning based system for robust classification of sensor data, enabling the identification of 24 unique load conditions affecting static structures.
Improved Image Classification with AugMix
Investigated the effectiveness of AugMix data expansion and compared various Optimization strategies to improve image classification performance for the CIFAR-10 dataset.
Anomaly Detection using Auto-Encoders
Utilized AutoEncoder on Capsule dataset for early anomaly detection through latent space analysis. The project aimed to build a model for early detection of dataset irregularities.