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MagicMirror² is an open source modular smart mirror platform. With a growing list of installable modules, the MagicMirror² allows you to convert your hallway or bathroom mirror into your personal assistant.
[Built during technical internship at SAS Institute, May 2016 - Aug 2016] Created automated skin cancer detection software using image analysis, feature extraction, and statistical modeling that analyzes images of skin lesions to detect possibly cancerous growths. Presented research and algorithms at the international JMP Discovery Summit (also …
Designed a model to predict personal loan interest rates based on 22 attributes like credit score, Income etc., on real time data containing 19,700 entries. Designed five models using Regression (Generalized & Stepwise), Bootstrap tree, Bootstrap Forest, KNN, Neural Nets and chose Boosted Tree model with Validation R-squared of 83.9% and predict…
This is a project from my Data-Driven Decision Making class at NYU Stern in Spring 2020. The repository contains pieces of code involved in the project, as well as some screenshots from JMP Pro, but it is not an exhaustive list of everything my group and I did.
Airbnb, a service that connects travelers and homeowners with available rooms, offers a variety of accommodations. Different from other tourism websites, Airbnb, as a tourism platform directly facing rental landlords and tourists, provides a direct communication channel for landlords and tenants, and its relatively innovative form has attracted …
AmerisourceBergen, the largest wholesaler of medical and surgical materials in the United States, set a goal to improve the efficiency of products distribution. To realize this target, it is essential to explore into its customer needs by doing customer segmentation. The company distributes a wide variety of products to all kinds of pharmacies, …
In the present years, credit loan becomes one of the most important fundraising approaches for individuals or companies. And with this tendency, credit risk attracts more attention to the financial industry. How to make a reliable prediction of clients’ repayment abilities turn into a significant research project.