Summary
Overview
Work History
Education
Skills
Websites
Languages
Timeline
Generic

Abishek Subramanian

Toronto,ON

Summary

I have approximately 7 years of experience in data science and machine learning, specializing in training and deploying deep learning models tailored to customer use cases. In the recent past, I transitioned into a role that leverages my data science expertise to assess and enhance the quality of a data science platform by finding critical bugs and uncovering customer blocking product regressions

Overview

7
7
years of professional experience

Work History

Data Science Quality Engineer

Domino Data Lab
09.2020 - 09.2024
  • Used distributed computing frameworks like Ray, Dask, MPI, Spark for testing the data science platform on features like multi-worker gpu monitoring
  • Worked in an inter-disciplinary capacity to test newly developed features (e.g. featurestore)of the Data Science platform prior to release
  • Triaging of test failures of tests using frameworks like pytest and behave to report failures and detect regressions in the product
  • Training and deploying machine learning models to implement workflows of a data scientist thereby self-testing the data science platform
  • Preparing technical blogs with data science projects to on-board and attract upcoming data scientists to the Domino platform.

Data Science Quality Engineer

Quid Inc.
06.2019 - 01.2020
  • Worked in an interdisciplinary capacity in cross functional teams testing unsupervised clustering models
  • Gathered data through human intelligence tasks and evaluated data quality
  • Evaluated metrics like precision, recall and F1 score to evaluate performance of models to ensure product quality and made suggestions for improvement.

Data Scientist/Sr. Technical Engineer

Hitachi Systems Micro Clinic Pvt Ltd
04.2017 - 04.2019
  • Collect and analyze large amounts of data to train models
  • Extract meaning from models by visualizations to convey information in a palatable way
  • Create APIs by clear and well documented code.

Education

Master of Science in Electrical Engineering -

The University of Texas at Dallas
Dallas, Texas
05.2016

Bachelor of Engineering in Electrical and Electronics Engineering -

Manipal Institute of Technology
Manipal, Karnataka
08.2013

Skills

  • Python
  • Flask/Dash
  • PyTorch/Tensorflow
  • Hadoop/Spark/MapReduce
  • numpy/sklearn/pandas/ray/mpi/dask/vaex/NLTK
  • MySQL/Tableau
  • BigQuery, Snowflake, Redshift, AWS S3
  • Docker
  • OpenCV

Languages

English
Native or Bilingual
Hindi
Native or Bilingual
Tamil
Limited Working
Arabic
Limited Working
Russian
Limited Working

Timeline

Data Science Quality Engineer

Domino Data Lab
09.2020 - 09.2024

Data Science Quality Engineer

Quid Inc.
06.2019 - 01.2020

Data Scientist/Sr. Technical Engineer

Hitachi Systems Micro Clinic Pvt Ltd
04.2017 - 04.2019

Master of Science in Electrical Engineering -

The University of Texas at Dallas

Bachelor of Engineering in Electrical and Electronics Engineering -

Manipal Institute of Technology

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Abishek Subramanian