Saloni Gupta
About Saloni Gupta
Saloni Gupta is a Data Scientist II at SparkCognition in Austin, Texas, where she applies deep learning and statistical analysis techniques. She holds a Master's degree in Data Science from Columbia University and has extensive experience in data science and technology roles across various prestigious organizations.
Work at SparkCognition
Saloni Gupta has been employed at SparkCognition as a Data Scientist II since 2022. In her role, she applies deep learning and statistical data analysis techniques for time series anomaly detection. She also fine-tunes large language models for code generation in a new programming language. Gupta utilizes Knowledge Graphs for advanced analytics, graph data science, and pattern recognition. Additionally, she develops data pipelines for Named Entity Recognition and information retrieval from unstructured and semi-structured data.
Education and Expertise
Saloni Gupta obtained her Master's degree in Data Science from Columbia University, where she studied from 2020 to 2022. Prior to this, she earned a Bachelor's degree in Computer Engineering from Nanyang Technological University in Singapore, completing her studies from 2013 to 2017. Gupta also participated in a semester exchange program at Umeå University, studying Computer Engineering from 2015 to 2016. Her educational background provides her with a strong foundation in data science and engineering principles.
Background
Before joining SparkCognition, Saloni Gupta held various positions in the finance and technology sectors. She worked at Goldman Sachs as an Operations Summer Analyst in Singapore for one month in 2016. She also served as an Assistant Vice President in Equities Technology at Bank of America Merrill Lynch from 2020 to 2021. Her experience includes roles as a Software Development and Testing Intern at Bank of America Merrill Lynch and a Hardware Intern at HP in Singapore. Additionally, she has teaching experience as a Graduate Teaching Assistant at Barnard College and as a Teaching Assistant at Columbia University.
Professional Experience
Saloni Gupta's professional experience includes significant roles in data science and technology. She worked as a Data Science Intern at Prudential Financial for two months in 2021. From 2017 to 2020, she was a Technology Analyst at Bank of America Merrill Lynch. Gupta also contributed as a Graduate Research Assistant at Columbia Business School in 2021. Her diverse experience across various organizations has equipped her with a comprehensive skill set in data analysis, software development, and teaching.