Nanthini Balasubramanian

Austin, TX ยท nanthini@seas.upenn.edu

I am Nanthini, another person who is passionate about Machine Learning and Data Science. A Computer Science graduate currently working as a Data Scientist at NVIDIA in the RAPIDS team. I work on accelerating Machine Learning algorithms on GPUs using cuDF.

Apart from coding, I appreciate a good book, enjoy running, and writing. I have an interest in Philosophy, Minimalism, Stoicism, and developing mindful routines and awareness about myself. I've been trying to find more ways to be engaged in conversations and improve my communication skills. I like to meet and talk to new people. I don't enjoy traveling as much as most people do, but I do like visiting new places and exploring.

Experience

Data Scientist

NVIDIA

Working on accelerating Machine Learning algorithms with cuDF.

May 2018 - August 2018

AI Infrastructure Data Science Intern

NVIDIA

Worked on accelerating Data Science workflows on GPU, as a part of an agile development team RAPIDs. Profiled various workflows like Graph Analytics, Recommendation Systems, and suggested improvements to the codebase in order to improve their performance on GPU.

May 2018 - August 2018

Education

University of Pennsylvania

Master of Science, Computer and Information Science

Courses: Introduction to Machine Learning, Big Data Analytics, Computational Linguistics Data Mining for Large Datasets, Internet and Web Systems, Vision and Learning, Software Systems, Software Engineering.

August 2017 - May 2019

PESIT Bangalore South Campus

Bachelor of Engineering, Information Science and Engineering

Courses: Analysis and Design of Algorithms, Data Structures, Object-oriented Programming, System Software, Cloud Computing, Wed Development, Object-oriented Deisgn, Computer Networks, Formal Languages and Automata Theory.

August 2013 - June 2017

Skills

Programming Languages & Tools
Libraries
  • TensorFlow
  • PyTorch
  • Spark