Tanmay Roy

About Tanmay Roy

At IBM, I serve as a Data & Machine Learning Lead, leveraging over 13 years of experience to solve complex business challenges through data-driven solutions. My expertise includes machine learning strategy, feature engineering, experiment design, and model operationalization to deliver measurable business outcomes in areas like revenue, efficiency, and retention. I work at the intersection of business analysis and machine learning, collaborating with cross-functional teams to align technical solutions with strategic goals. My core strengths include advanced SQL, Python (pandas, scikit-learn), and MLOps best practices. I focus on defining success metrics, designing experiments, and ensuring seamless deployment of machine learning models with robust monitoring and retraining workflows. With credentials like CBAP and AWS Certified, I aim to empower organizations to unlock the value of data for sustainable growth and innovation.

Experience

1. Data & Machine Learning Lead

   IBM

   Jan 2024 — Present · Bengaluru, IN

   Analytical and product-focused Data & Machine Learning Lead with 13 + years of experience translating business problems into data-driven solutions. Expertise in shaping ML strategy, leading cross-functional teams, and operationalizing models end-to-end to drive measurable business impact (revenue, retention, efficiency). Strong background in stakeholder management, experiment design, feature engineering, and ML governance.

Education

• Sikkim Manipal Institute of Technology - SMU

  Bachelor of Technology - BTech