About

Ruchi Juneja is a highly skilled Senior Data Scientist with over 8 years of experience in the field. Currently working at SoundCloud as a Senior Data Scientist in Search, Ruchi has a keen interest in Machine Learning, Data Structure and Algorithms. Ruchi's expertise in the field is evident from her past experiences. She has led the Search team at Embibe, where she was responsible for query understanding, query rewriting, intent detection, query segmentation, and query scoping. Ruchi also built a Learning-to-Rank model for search results to increase CTR on the top 3 results. Additionally, she has developed computer vision expertise, building a model to tag questions with their respective chapters based on images extracted from questions. Ruchi has also worked as a Data Scientist at Crownit, where she created an image-based user segmentation using CNN for targeted marketing and designed a content-based recommendation system for promoting partner outlets. She also achieved a 4% increment in prepaid transactions by designing a prediction system for the abandoned cart. Ruchi's work also involved data-driven app customization, an algorithm for displaying trending outlets and popular deals, and designing an algorithm for deciding a range of cashback for a user from spinning wheel based on user and outlet profile. Ruchi holds a Master of Technology (M.Tech.) in Information Technology from iiit bangalore and a Bachelor of Technology (B.Tech.) in Information Technology from ggsipu. Her technical skills include Data Scientist, Research Scientist, Search, ML, Python, SQL, NLP, Java, Computer Vision, Supervised Learning, MySQL, MongoDB, CNN, Postgres, Mobile, Recommendation system, and Elastic Search. Ruchi's experience and technical skills make her a valuable asset to any team. Her passion for Machine Learning, Data Structure, and Algorithms is evident in her work, and she is always looking for new challenges to tackle.