Parul Aggarwal is a ML Engineer at Upstart at Upstart. She possess expertise in business intelligence, data warehousing, olap, data modeling, business intelligence tools and 32 more skills. Colleagues describe her as "Parul is one of the strongest engineers I have worked with. As a manager, I recommended her multiple times when the team needed to work on ambiguous projects (for e.g., balancing top line metrics of competing orgs within Twitter, working on another team’s codebase) that had to be delivered on tight timelines. In each of her projects, she ramped up on complex codebases very fast and brought strong product intuition and structured problem solving skills to her work. Her experience ranged across the end-to-end loop for developing and productionizing new ML models: from statistical analysis, to building petabytes large training data pipelines, training models that can run in a few 10s of milliseconds, and live a/b testing." and "Parul is a huge asset to any team. She's an incredible coder and MLE, and is additionally set apart by her thoughtful approach to her work. She's someone who will always ask the right questions to improve a project and drive better outcomes. Parul sets clear timelines and delivers on them. She is kind and positive and I've learned a lot from her. I cannot recommend Parul highly enough!"