Keya Gupta Email & Phone Number

California, United States

- Researched machine learning model explainability methods LIME and SHAP to understand which method fit the use cases desired by stakeholders and customers.- Implemented SHAP model explainability on Rollworks data with Python, Spark, Pandas, and SQL in Zeppelin Notebook.- Began creating an Airflow DAG to integrate explainability into the workflow of prediction generation to create explanation outputs

- Designed an API that handles a global database on consumer companies' carbon performance and presents the user with easy-to-understand data about the sustainability of the consumer products they buy. - Our mission is to incorporate sustainability in the conversation regarding the products that contribute to the modern day lifestyle.- Researched carbon footprint data of cosmetic companies, and analysed existing solutions.

Claremont, California, United States

14% of our school is non-native English speakers, which is significant compared to most schools in the Bay Area (typically 1% - 2%). The goal of Arriba is to create a widely accessible program that can be scaled by helping motivated bilingual students who want to help others overcome a language barrier. We are currently expanding this project to other schools in the U.S.. Through this program, we intend to increase the percentage of ESL students in AP classes.https://www.arriba.academy/Side project: LexiCreated a conversational Bot using AWS Lex machine learning algorithms, specifically automated speech recognition and natural language understanding, and is one of ¡Arriba!’s student resources. ESL Students use this bot to practice their conversational English.

University Of California, Santa Cruz

Conducted research on psychology, and how moral development changes over the lifespan under the guidance of Charles Baxley. Applied Python skills by analyzing and graphing data from the experiment.

Menlo Park

Berkeley, California, United States

Conducted research on vision science, and the impact of noise using advanced coding and statistical analysis techniques under the guidance of Dr Alison Yamanashi Leib. Learned and applied Matlab skills by coding the conditions of the reverse correlation experiment, observing the role of noise in evaluating how a person’s percept was influenced by their subconscious biases, and analyzing that data afterward using various statistical methods.

Woodside, Ca

The technology for the blind community is not very advanced. A cane, and guide dog, and few apps here and there. But can a blind person ever be independent? Many colleges don't have blind people attending their schools, but the blind have a brain capable of many things. I want to help continue to advance the technology.

Palo Alto

Represented Stanford Girls Water Polo in the Junior Olympics in 2017 at Irvine, CA

Bachelor Of Arts Candidate, Computer Science

Senior

Activities and Societies: