At JP Morgan Chase, I develop Tableau dashboards and automate reporting workflows, reducing refresh time from 60 to 5 seconds. I also use SQL to extract and analyze data for finance reporting, including P&L, budgeting, and forecasting.
I collaborated on a migration from ICDW Teradata to AWS Snowflake, cutting refresh time to 4 minutes. I also designed the team’s Confluence home page, which was adopted firmwide as a central resource hub.
At CCC Intelligent Solutions, I implemented coreset selection algorithms for an image dataset and reduced RESNET-18 training time to 50% while keeping model accuracy intact. I also trained a Hydranet model to perform three tasks simultaneously using PyTorch and TensorFlow.
My analytics projects include predicting SkyWest Airlines departure delays and building machine learning models for lending, Airbnb price prediction, review sentiment, and movie recommendations. Earlier, as a Credit Manager at IDFC First Bank, I led a team that streamlined process time to 1–3 days from 5–7 days.
