Innovative AI/ML Engineer with significant experience in designing, implementing, and deploying machine learning models and artificial intelligence systems. Strengths include understanding complex algorithms, programming languages like Python, data analytics, deep learning techniques, and problem-solving skills.
Video Anomaly Detection : built and implemented a novel methodology to detect anomalous parts of a video using dynamic temporal graphs which were built based on the object detection results through yolo v5 model and a custom yolo model to detect guns. Used a pre-trained state of the art 3D CNN model to extract features from input videos.
Deep Forgery Detection : did a major project on offline signature validation where I trained a CNN to identify whether a given signature(out of trained data) is genuine/forged.
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