About

Omkar Dhariya is a Senior Data Scientist with over 6 years of experience in the field of Artificial Intelligence and Machine Learning. He completed his Master's degree in Intelligent Systems from IIIT Allahabad and has since worked on various projects in Data Science, Vision Processing, and Natural Language Processing. Currently, Omkar is employed at Entropiktech as a Senior Data Scientist, where he is responsible for developing and implementing machine learning models to solve complex business problems. He is proficient in multiple programming languages including Python, Java, Scala, and SQL, and has experience in working with different traditional and deep learning libraries such as TensorFlow, Keras, Scikit-Learn, Keras-LSTM, and YOLO. In his previous role as Manager Data Scientist at Jio, Omkar successfully developed and implemented real-time apparel detection and recognition systems using YOLO-R. He also worked on face detection and recognition on sport videos, incremental learning pipeline creation for apparel detection, sport player tracking on live video, and face and gender detection on live video. As a Senior Data Scientist at Algoanalytics, Omkar managed and delivered more than 10 client projects and worked on multiple internal POCs. He also worked on English to SQL translation using bi-LSTM machine translation, 3D images of documents with point cloud and mesh for curl correction, multi-label classification which includes medical NLP data, different language OCR including Japanese and Thai, and advanced deep learning concepts such as GAN, Auto-encoder, and Auto-ML. Omkar's educational background and technical skills include research scientist, data scientist, SQL, NLP, deep learning, ML, AI, Python, Scikit, TensorFlow, Cassandra, AWS, object detection, computer vision, GAN, object detection, Scala, Java, Flask, recommendation system, and backend. With a relevant experience of 6.52 years, Omkar is a skilled and accomplished professional in the field of Data Science and Machine Learning.