Shrutik Kulkarni Email & Phone Number

California, United States

Fremont, California, United States

- Creation of audio classifier using convolutional neural networks and vision transformer models-- Project focused on machine-learning capabilities for audio classification using spectrogram visualization. The developed model achieved high accuracy in audio classification with outlier detection (F1 score of 0.98).- Development of sentiment/toxicity/emotional analysis pipeline using huggingface models-- Project focused on fine-tuning huggingface models to be better suited towards classification of movie reviews (can be applied to any creative feedback). Project then returns aggregate reports of sentiment, toxicity, and emotional analysis, thus enabling creatives to better serve client via designing works to evoke specific feelings from an audience.- Developed a program to chunk and vectorize a corpus of 10,000 documents, integrating metadata into a RDBMS and creating a hybrid search system utilizing cosine similarity and keyword search.- Built a RAG application to query a LLM, leveraging prompt engineering and the hybrid search system to deliver responsesbased on the aforementioned document corpus.

Pleasanton, California, United States

Leveraged retrieval augmented generation application to enable LLM's to generate SQL queries for large databases while mitigating context window limitations via knowledge graphs (Graph RAG).

San Ramon, California, United States

- Management of largest business-related club on Dougherty Valley campus- Event planning - Working with larger FBLA organization to bring regional and state level competitions to students

San Francisco Bay Area

-Co-Vice President in Dougherty Valley High School's FBLA Chapter-Working to increase chapter participation and creation of various entrepreneurship events

San Ramon, California

-Leading force in Community Service Project "A Bridge Back Home"-Networking and teaching with the senior community-Interaction with various corporate bodies to raise money and establish partnership

Fremont, California, United States

- Developed website (wix, html, css)- Managed chapters in the United States, Canada, Africa, India- Oversaw financial expenditures, expansion efforts, and marketing of nonprofit org

San Ramon, California

-Part time summer job-Worked with young children to further improve fine art capabilities

Bachelor Of Science - Bs, Statistics And Data Science, Sophomore

Major change from Economics to Stats/Data Science. Relevant coursework in Macro/Microeconomics, Python, R, and SQL. Information can be.

General, (Graduate)

Activities and Societies: Future Business Leaders of America Next Generation Nations Coursework: AP World History (5) AP Calc AB/BC (5/5).

Economics, 11

Activities and Societies: Principles of Economics -Completed ECON-1: Principles of Economics with Professors Randall Rojas and Lee Ohanian.