Yash Singh Email & Phone Number

Gurugram, Haryana, India

Gurgaon, Haryana, India

Product Owner for an in-house MIS hosting platform with a wide-ranging responsibility of analysing user activity to design new features for optimizing experience and working with Technology to ship said features as well as acquiring new users for the platform.

Roorkee, Uttarakhand, India

- https://arxiv.org/abs/2004.13714- Current practices involve solving the NP-hard complexity crew pairing optimization problem through "column-generation"; columns are generated in each iteration of the optimizer through domain knowledge-based heuristics- Project developed a novel adaptation of the Variational Graph Auto-encoder to implicitly identify and learn higher-order combinatorial structures which cannot be identified through domain knowledge for guided search-space exploration- Flight predictions for column generation are obtained on-the-fly between the iterations of the optimization runs- Significant reductions in total solution cost obtained across large-scale real-life datasets (having a multiple hub & spoke structure) provided by the industrial partner

Gurgaon, Haryana, India

- Designed a transformative database module by deriving Navigational-Behavioral characteristics from customer/prospect visits on the company's digital assets in terms of temporal, geographical, technographic and visitor type metrics- Developed a customizable query package associating Clickstream data to MYCA-Persona at various hierarchical levels across enterprise databases and integrating into a single tool to assist statistical product analytics- Developed expertise in big data manipulation, digital experience & statistical analytics and Hive (HQL)

Bengaluru, Karnataka, India

- Designed multiple predictive classification models to determine a potential lead's probability of being acquired as a customer; models based on synthetic minority oversampling techniques (SMOTE) and scikit-learn- Derived digital user insights to channelize the company's resources efficiently and helped set up proprietary data and activity tracking services such as MixPanel on company's website- Designed miscellaneous automated Python scripts for data processing through lambda functions in Amazon Web Services- Developed expertise in treating extremely imbalanced datasets and Python