{"$schema":"https://raw.githubusercontent.com/jsonresume/resume-schema/v1.0.0/schema.json","basics":{"name":"Shreya Kamath","label":"Data Scientist Intern","image":"https://saywise-production-profilepicturestoragebucket-kbfooccc.s3.amazonaws.com/profile-pictures/a413e5ca-f6d4-45a4-8e80-463ed46b8980/linkedin-1791390760953.png","summary":"Data scientist and engineer with experience building production-grade ML pipelines and real-time data systems at Uber and Visa, combining machine learning with infrastructure to solve commercial problems.","location":{"city":"San Jose, CA, United States"},"profiles":[{"network":"LinkedIn","username":"shreyaukamath","url":"https://linkedin.com/in/shreyaukamath"}]},"meta":{"canonical":"https://saywise.com/member4661","version":"v1.0.0","lastModified":"2026-10-07T16:32:46.077Z"},"x_saywise":{"handle":"member4661","pronouns":null,"availability":null,"oneLiner":"Data scientist and engineer with experience building production-grade ML pipelines and real-time data systems at Uber and Visa, combining machine learning with infrastructure to solve commercial problems.","profileUrl":"https://saywise.com/member4661","markdownUrl":"https://saywise.com/member4661/profile.md","pdfUrl":"https://saywise.com/member4661/resume.pdf","archetype":{"code":"HE-MX","name":"Junction Artisan","url":"https://saywise.com/sca/216887a60eea","rarity":"One of the first Junction Artisans on Saywise"}},"work":[{"name":"Uber","position":"Data Scientist Intern","location":"San Francisco, CA","url":"https://uber.com","startDate":"2026-06-01","endDate":"2026-08-01","summary":"Built the Lane Health System, a production-grade pipeline monitoring lane health across Uber Freight 4PL accounts. Designed two independent scoring models using changepoint detection and SHAP for customer health and opportunity assessment, then engineered an 11-trigger playbook translating lane symptoms into plain-English seller actions. Validated outputs against an existing system to confirm analytical reliability and partnered across Product, Client Engagement, and Operations to define metrics and present findings to executives."},{"name":"Visa","position":"Data Engineer Intern","location":"Foster City, California, United States","url":"https://visa.com","startDate":"2025-05-01","endDate":"2025-08-01","summary":"Designed and implemented real-time data pipelines on AWS using Prophecy's low-code Spark platform, reducing ID Graph processing latency by 40%. Refactored complex Spark Scala logic with AI-assisted tooling to improve maintainability while preserving functionality. Applied automated data validation and governance checks that cut pipeline failures by 80% and built a code mapping script to optimize future pipeline development."},{"name":"The Data Mine - Purdue University","position":"Undergraduate Data Science Researcher - Knudsen Institute","startDate":"2024-08-01","endDate":"2025-05-01","summary":"• Developed 10+ web scraping solutions using Selenium and BeautifulSoup • Leveraged robots.txt for recursive hyperlink traversal and web content retrieval • Tested and compared 12 LLMs by prompt engineering for more accurate data extraction • Applied Agile SCRUM with weekly sprints, leading to 20% faster delivery of web scraping and LLM solutions"},{"name":"Innovateher","position":"Development Team Lead","location":"West Lafayette, IN","startDate":"2023-10-01","endDate":"2024-03-01","summary":"Led product strategy and end-to-end execution for a STEM Hackathon with 250+ participants focused on technology solutions for women's issues. Built and published the primary event website using HTML, CSS, and JavaScript. Grew participation by 40% by expanding applications beyond Purdue University."},{"name":"The Data Mine - Purdue University","position":"Undergraduate Data Science Researcher - Beck's Hybrids","startDate":"2023-08-01","endDate":"2024-05-01","summary":"• Created a solution to optimize seed germination and improve quality, strength, and growth by 15% • Tackled scalability issues using database optimizations, with access to large amounts of data • Excel, R, and Pandas to clean raw CSV files, improve data analysis, and increase efficiency by 75% • Python and SQL to visualize and summarize the data to identify patterns and trends between variables • Presented research findings to the committee at Beck’s Hybrids through visualizations and reports."},{"name":"The Data Mine","position":"Undergraduate Data Science Researcher","location":"West Lafayette, IN","startDate":"2023-08-01","endDate":"2025-05-01","summary":"Compared 12 LLMs via prompt engineering to improve data extraction accuracy and built 10+ web scraping solutions using Selenium and BeautifulSoup. Delivered scraping and LLM solutions 20% faster through Agile SCRUM sprints. Built Python dashboards with Matplotlib and Seaborn to visualize germination patterns, improving crop yield decisions by 15%, and optimized SQL queries for large-scale agricultural datasets."},{"name":"Inspirit AI","position":"AI/ML Ambassador","location":"San Jose, CA","url":"https://inspiritai.com","startDate":"2021-08-01","endDate":"2022-06-01","summary":"Built a distracted driver object detection program using Python and CNNs for image recognition. Trained the model using augmented data from the public distracted driver dataset on Kaggle with TensorFlow. Won 1st place award for best AI/ML project."}],"education":[{"institution":"Purdue University","url":"https://purdue.edu","studyType":"Bachelor of Science - BS in Data Science and Applied Statistics","startDate":"2022-08-01","endDate":"2026-12-01"},{"institution":"Lynbrook High School","startDate":"2018-08-01","endDate":"2022-06-01"},{"institution":"Saint Maur International School","startDate":"2014-08-01","endDate":"2018-06-01"}],"skills":[{"name":"High Performer"},{"name":"Executive Management"},{"name":"Python (Programming Language)"},{"name":"Web Development"},{"name":"Machine Learning"},{"name":"C++"},{"name":"R"},{"name":"Java"},{"name":"JavaScript"},{"name":"SQL"},{"name":"AWS"},{"name":"Git"},{"name":"Spark"},{"name":"Distributed Systems"},{"name":"Data Pipeline Development"},{"name":"TensorFlow"},{"name":"Keras"},{"name":"PyTorch"},{"name":"Pandas"},{"name":"Prompt Engineering"},{"name":"Data Mining"},{"name":"Image Recognition"},{"name":"A/B Testing"},{"name":"Scoring Models"}],"certificates":[{"name":"Inspirit AI Leadership Fellow","date":"2021-11-01","issuer":"Inspirit AI"},{"name":"Inspirit AI Scholars Course","date":"2021-03-01","issuer":"Inspirit AI"},{"name":"Quantum Computing Course","date":"2021-03-01","issuer":"The Stanford Quantum Computing Association"}]}