About

Ravi Singh is a skilled Member of Technical Staff at Oracle, with a background in Electrical Engineering from the Indian Institute of Technology, Delhi, and a specialization in Modelling, Informatics, and Communication (MIC) from the Institut national des Sciences appliquées de Toulouse. He is a versatile Software Engineer with experience in coding languages like Java and Python, as well as prior experience in Machine Learning and Natural Language Processing. Ravi's current role at Oracle involves working on the Autonomous Database Serverless, where he is responsible for developing and maintaining the system. Prior to this, he worked as a Summer Intern at Times Internet, where he developed a recommendation engine for news articles and videos. He modeled PyTorch Embedding Network and ALS Model using PySpark and Flask, which reduced prediction time by 87.5%. He also improved accuracy significantly by employing the Universal Sentence Encoder model and used annoy to find nearest neighbors. Ravi's methodology and framework included ElasticSearch for data storing, Spark servers, Spacy, NLTK, Word2Vec, and LDA-topic modeling. In addition, Ravi has also worked as a Business Development Intern at Hiration. He has a strong educational background, having completed his Bachelor of Technology in Electrical Engineering from IIT Delhi, and high school from RPS Sr. Sec. School, Mahendragarh. Ravi's technical skills include NLP, Word2Vec, ML, Spark, Python, Java, Elastic Search, Flask, and Pytorch. He has relevant experience of 0.27 years, and his expertise in various coding languages and machine learning makes him an invaluable asset to any organization.