Ishan Singh

Experience

• 

  AlmaBetter

  May 2022 - May 2024

  • Work with stakeholders throughout the organization to identify opportunities for leveraging company data to drive business solutions.• Work with the learning team to validate AlmaBetter’s data science materials.• Mine and analyze data from company databases to drive optimization and improvement of product development, marketing techniques, and business strategies.• Assess the effectiveness and accuracy of new data sources and data gathering techniques.• Develop custom data models and algorithms to apply to data sets.• Use predictive modeling to increase and optimize customer experiences, revenue generation, ad targeting, and other business outcomes.• Develop company A/B testing framework and test model quality.• Coordinate with different functional teams to implement models and monitor outcomes.• Develop processes and tools to monitor and analyze model performance and data accuracy.• Worked on various projects across multiple domains, demonstrating proficiency in Python, Postgresql, Visualization tools like Tableau, PowerBI & Advanced Excel, Machine Learning, Statistics, NLP, and other relevant skills. Show less

  • Data Science Trainee

    May 2023 - May 2024

  • Data Science Trainee

    May 2022 - May 2023