Nandhini Santhanam
Angestellt, Data Scientist, Medical Faculty Mannheim - University clinic
Mannheim, Deutschland
Über mich
Qualifications Summary • Accomplished Data Scientist and Predictive Modeler with expertise in healthcare data analysis, predictive modeling, and FHIR standards compliance. • Proficient in end-to-end project coordination, utilizing Python, R, and SQL for data analysis, and creating interactive dashboards using Shiny, Django, and Bokeh. • Worked on collaborative projects in a multicentre study across different university hospitals in Germany. • Transformed complex data into actionable insights through data wrangling, visualization, and machine learning techniques. • Background in embedded software development with proficiency in Embedded C, CAN, UDS, and bootloader development. • Applied data science skills to the automotive industry, designing regression models for energy consumption prediction and active regeneration forecasting. • Proficient in orchestrating end-to-end workflows using Docker and Airflow, while also leveraging Microsoft Azure for cloud-based data solutions
Werdegang
Berufserfahrung von Nandhini Santhanam
Bis heute 4 Jahre und 2 Monate, seit Apr. 2020
Data Scientist
Medical Faculty Mannheim - University clinic
7 Monate, Apr. 2019 - Okt. 2019
Master Thesis Student
Daimler Buses - EvoBus GmbH
Predictive Modelling for forecasting the Energy demand forecast for Daily operation and trip wise operation in Electric Driven Buses. •Successfully developed Machine learning pipeline starting from Data Cleaning , Data Preparation , Feature Extraction and Modelling
6 Monate, Sep. 2018 - Feb. 2019
Data Science Intern
Daimler Buses - EvoBus GmbH
Successfully executed the workflow for Range prediction Data science product delivered by IBM and produced results for new data • Installed Hortonworks Data Platform in the cluster of 3 machines using the graphical user interface Ambari • Configured Hadoop and Spark in the Cluster using Ambari • Wrote a R script to fetch the weather data from the HERE Maps API • Created simple Power Bi reports for the results produced by PHD student
3 Jahre und 2 Monate, Juni 2014 - Juli 2017
Software Developer
Robert Bosch Engineering and Business Solutions Limited• Worked in CAN, UDS, Bootloader Development in Embedded C • Performed Full testing on the Diagnostic Basic Driver Package provided by the third Party supplier KPIT Cummins and reported the bugs in the Package delivered by them. • Implemented Basic CAN communication between EPAS(Electronic Power assist Steering) ECU and other ECU’s in the network according to requirement document provided by TATA. • Configuring the memory layout (RAM,ROM and FLASH MEMORY) in order to comply with OEM Requirements
Ausbildung von Nandhini Santhanam
2 Jahre und 3 Monate, Okt. 2017 - Dez. 2019
High Integrity System
Frankfurt University of Applied Sciences
ECTS - 1.5 Data Analysis , Data Mining , Multi Variate Data Analysis , Pattern Oriented Software ,Database System
3 Jahre und 11 Monate, Juni 2010 - Apr. 2014
Electronics and Communication Engineering
Thiagarajar College of Engineering, Madurai
CGPA - 9.55/10 One among the top 10 students on total of 120 student
Sprachen
Englisch
Fließend
Deutsch
Grundlagen
Tamil
-