Portfolio
Selected projects showcasing my expertise in Business Intelligence, AI and Deep Learning solutions.
Business Insight 360 — Power BI
Executive dashboards with Finance, Sales & Supply Chain KPIs — Power BI integrated with SQL and Excel for automated reporting and forecasting.
Pneumonia Detection — CNN
Supervised CNN model to classify chest X-rays into normal, bacterial and viral pneumonia. Includes preprocessing, augmentation and evaluation reports.
Object Detection — YOLOv5
Real-time object detection pipeline (YOLOv5) for people, vehicles and animals — includes training notebooks, weights and demo videos.
Research & Publications
Peer-reviewed work and review articles. Click to view the publisher pages on Springer.
Worddeepnet: Handwritten Gurumukhi Word Recognition — CNN
H. Kaur, Shally Bansal, M. Kumar et al. — Multimedia Tools & Applications (2023)
OKC Classifier: Efficient Classification for Imbalanced Datasets
A.K. Bathla, Shally Bansal, M. Kumar — Soft Computing (2022)
Augmented Reality: A Comprehensive Review
S. Dargan, Shally Bansal, M. Kumar et al. — Archives of Computational Methods in Engineering (2023)
Certifications
