Tirthajyoti Sarkar

ABOUT ME

Semiconductor professional, data science and machine learning zealot

Data science, machine learning practitioner using Python, R, MATLAB.
Semicondcutor design engineer by profession.
Ph.D. in Electrical Engineer from Univ. of Illinois.
Lives and works in SF Bay area.

Hindi, English

Pacific Time (US & Canada) (-08:00)

Joined March 2018

EXPERTISE

Python

4 years experience

Machine learning using Scikit-learn, TensorFlow, Keras Web data analytics using BS4, SQLite, lxml Statistical analysis of semiconductor m...

Machine learning using Scikit-learn, TensorFlow, Keras Web data analytics using BS4, SQLite, lxml Statistical analysis of semiconductor manufacturing data Machine learning applied to electronic design automation (EDA)

Pandas NumPy Scipy TensorFlow Keras

3 years experience

Data analysis and statistical modeling for semiconductor wafer data

SQL

1 year experience

Basic familiarity with SQL for database querying and extraction of data for statistical modeling

MATLAB

3 years experience

Experience with MATLAB scripting, linear algebra and control system toolboxes and Simulink. Used them for power electronics control desig...

Experience with MATLAB scripting, linear algebra and control system toolboxes and Simulink. Used them for power electronics control design and general mathematical analysis for electronic switching systems.

JavaScript

1 year experience

D3.js Node.js

SOCIAL PRESENCE

GitHub

PythonMachineLearning

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

Jupyter Notebook

422

171

Interactive_Machine_Learning

IPython widgets, interactive plots, interactive machine learning

Jupyter Notebook