

Developed machine learning models at Skill Dzire using Python, demonstrating strong analytical skills. Created responsive web designs at Yhills, highlighting adaptability and meticulous attention to detail. Managed SQL databases to improve data-driven decision-making. Collaborated effectively in dynamic environments to drive innovation and enhance efficiency.
English, Telugu
Playing badminton, traveling, watching movies, listening to music
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A hybrid method of feature extraction for signature verification using CNN and HOG, 2025-
Designed and implemented a hybrid feature extraction method for offline and online signature verification. Combined Convolutional Neural Networks (CNN) with Histogram of Oriented Gradients (HOG) for robust feature representation. Preprocessed signature images for noise reduction and normalization. Fused deep and handcrafted features to improve verification accuracy and reduce error rates. Evaluated model performance using standard metrics, like FAR, FRR, and EER.