Resume / CV
ResumeYou can download a PDF version of my resume from
here or view it at the
bottom of the page.Education
- Ph.D in Physics, New York University, 2022
- B.S. in Mechanical Engineering, Bogazici University, 2015
- B.S. in Physics (Double Major), Bogazici University, 2015
Experience
Senior Data Scientist, Happy Returns a UPS Company (Nov 2023 - Present)- Led the design, implementation, and analysis of multi-round A/B tests to evaluate the effects of choice availability on customer behavior, resulting in 4% increased foot traffic for preferred partners.
- Optimized shipping cadence of 10,000 unique shipping centers using statistical modeling and time-series forecasting, saving ~5% in shipping costs (monthly ~$50,000).
Data Scientist, Happy Returns by PayPal (May 2022 - Nov 2023)- Developed a linear predictive model to forecast usage of shipping supplies for 10,000 locations, resulting in an 80% reduction in stock-outs.
- Created data visualization dashboards and reports using Excel, Tableau and Looker to track success metrics for cross-functional projects that were adopted by multiple departments.
Research Assistant, Center for Quantum Phenomena, NYU (Sep 2016 - May 2022)- Collected and analyzed 100s of GBs of image data from electron microscopy experiments, using methods such as peak finding, edge detection, background subtraction, non-linear filtering and feature aligning. Developed interactive tools for 3D visualizations using Jupyter notebooks.
- Analyzed multi-dimensional voltage data as a function of temperature, electric current, magnetic field strength and direction. Extracted fit parameters by modeling the response analytically and numerically.
Technical Skills
Programming Languages: Python: 10+ years of experienceSQL: 3+ years of experienceOthers: MATLAB, C, R and Mathematica Expertise: Forecasting and Statistical ModelingA/B Testing & Causal InferenceMonte-Carlo Simulations Tools: Dashboarding: Looker, Tableau, PowerBIPython Libraries: Pandas, Numpy, Scipy, Prophet, Scikit-learn, Matplotlib, PlotlyCloud: GCP, AWS Resume
Last updated: November 2024.