Vipul Kumar Email & Phone Number

Hillsboro, Oregon, United States

Chicago, Illinois, United States

• Led the creation and development of forecasting models with a strong focus on the next gen client side platform in development to support resource planning and product scheduling.
• Closely collaborated and communicated with senior personnel and team members to gather requirements and ensure the effective execution of various tasks.

Bengaluru, Karnataka, India

• Provided supervision and leadership to a team of 3 personnel in recalibrating 40 production models ingesting decommissioned variables requiring 20% of the time it would have taken to rebuild the models.
• Played a key role by overseeing project allocation and delivery for 2 direct reports through employment of expertise.
• Furnished mentoring, coaching, and training to 4 new college graduates in the team to further their development.

Bengaluru Area, India

• Spearheaded the design and development of seven end-to-end predictive models in Python/PySpark through employment of data with 11k features and 30mm records.
• Partnered closely and collaboratively with the client to define the objective and requirements of the project.
• Led the development and deployment of models with a focus on predicting the likely sales channel, acquiring prospects, predicting the most likely product combination a prospect was likely to subscribe to, and.
• Oversaw the development of the customer segmentation for product recommendation system, a multilevel clustering algorithm.
• Drove the development of multiple model pipelines through employment of Python and PySpark for deployment and administered job scheduling through utilization of UC4.
• Carried out the migration of the data preprocessing codes, including data wrangling, univariates, bivariates, missing value treatment, and dimensionality reduction to PySpark from SAS for client transition while.

Bengaluru Area, India

• Effectively utilized SQL to extract features from digital data collected on client web and phone websites, leading to the creation of 300 new features for model development.
• Piloted the development of an SAS logistic regression model to predict the likelihood of client’s residential subscribers calling into the “Billing” call queue in the next 90 days, resulting in a 3% improvement in lift.
• Served in an integral role by leading the development of Python XGBoost model to predict the likelihood of churn from new subscribers to a service within 90 days.
• Carried out the integration of Python in teams model building process moving on from SAS, with 90% of the models finalized in 2020 being Random Forest or XGBoost compared to over 90% regression models in 2018.

Noida Area, India

• Tasked with providing consulting on a project to draft proposals for the strategic expansion of pharmaceutical distribution business unit.
• Conducted extensive data analysis to search for, identify, and establish key performance metrics to ensure success.

Noida Area, India

• Effectively administered strategic expansion and business modeling for Chronic Care in the Diabetes Segment.

Master Of Science - Ms

Education record