Rishabh Monga

Worked as a data science consultant to various german car manufacturers and international OEMs. Work areas included: • Development of end-to-end data driven analytical projects • Leading team/role of Product Owner for various Agile projects • Partnering with clients in delivering customized analytics solutions

6 months master thesis project to forecast biomass power feed-in into german transmission grid as a clean and renewable source of power. The research work included: • Building statistical and machine learning (ML) models and comparing their performances to a benchmark model • Improving ML-model performance using transfer learning methodology

- Worked on a project for a big german car manufacturer to analyse data from car Battery Management System (BMS). The skills included data gathering, data engineering, data anaylsis and visualization. - Worked on a project for a big german car manufacturer to design various electric components in a car based on space & material specifications. Skills used included Computer Aided Design (CAD) and finite Element Analysis (FEA).

4 months internship to analyse the potential of various biomass technologies to cover future transportation needs of Singapore. This included: • Techno-economic comparison of different biomass technologies • Data gathering, data engineering and data analysis to study the effect of biomass plant size (MW) on the costs, emissions, and efficiency of the plant

Provided technical and policy consultancy to Government of India (Ministry of New and Renewable Energy) for various renewable energy technologies.

- Data Modeling (Apache Cassandra) - Cloud Data Warehouses (AWS Redshift) - Spark and Data Lakes (AWS Glue, AWS S3) - Automated Data Pipelines (Apache Airflow)