Sujit S.

Data Scientist

225 dollar
Freelancer
6 ans
Bangalore, INDE

Mon expérience

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FraunhoferAugust 2019 - August 2020

Achievements/Tasks
Data analysis and algorithm development for Intelligent Energy Systems division. Developed framework from scratch for forecasting failures in electrically driven systems based on sensor data. Implemented feature extraction, dimensionality reduction and anomaly detection methods to set baseline accuracies. Designed and deployed Deep Neural Network
(Autoencoder) with improved performance.
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Siemens HealthineersJanuary 2019 - June 2019

Achievements/Tasks
Data analysis for optimizing maintenance cycles of MRI machines. Built and deployed sequence model (LSTM) to predict possible failure date using as input log data from sensors and unstructured data from maintenance work sheets to improve scheduling of subsequent cycles.
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CaterpillarJuly 2012 - June 2017

Achievements/Tasks
Data analysis for Virtual Product Development division.
Built pipelines for processing and feature extraction from vibration data. Developed Design of Experiments to build models that minimize real and predicted system responses. Development work involved extensive hands on of Python, Numpy and Pandas libraries.

Collaborated with extended teams from Illinois and Kiel.

Mes compétences

IT Infrastructure

Linux

Technologies

Machine Learning, NumPy

Languages

SQL, Matlab, Python, CUDA

Frameworks

OpenCV

Other

industry~edu, Bachelors Degree > Bachelors Degree Mechanical Engineering, Python Programming, Algorithm development, Machine Learning Engineer, Solar Panels > Solar Cells, Masters Degree > Master of Science > Master of Science Computational Engineering, Amazon Web Services, Analysis Engineer, optimizing maintenance, Virtual Product Development, Data Analyst, OCR, PATTERN, TECH SKILLS

Machine Learning

Deep learning, Neural networks

Mes études et formations

Master of Science, Computational Engineering - University of Erlangen2017 - 2020

- National Institute of Technology2008 - 2012