Business Technology Solutions Associate Consultant
Current- Data Science and Generative AI
- Led a team of 5 plus members and designed ML and infrastructure solutions for more than 20 Machine Learning and Generative AI technical solutions projects for very large Airlines, Healthcare and Pharmaceutical.
- Built a demand forecasting model to predict the everyday demand for each flight improving the MAPE and BIAS by more than 15% which was further utilized in downstream processes to determine the price on each day for a….
- Built a demand forecasting model to predict the everyday demand for each flight improving the MAPE and BIAS by more than 15% which was further utilized in downstream processes to determine the price on each day for a.
- Built a Flight Manual Document structure preserving, context augmented hybrid retrieval based LLM solution for internal usage as a conversational AI bot as well as comparison/search tool which reduced the manual effort.
- Optimized a legacy code by converting Python based ML pipeline to PySpark based pipeline deployed on Kubernetes, achieving a 35x increase in speed and reducing the operational cost by 20% for data volumes up to.
Jun 2023 - Present
