Timeline
Work History
Overview
Education
Skills
Hi, I’m

Fayaz Shaikh

Data Scientist
Leipzig,Saxony

Timeline

Data Scientist

Clinizig
09.2021 - Current

Justus Liebig Universität

Master of Science from Agrobiotechnology
10.2011 - 09.2015

Vinayaka Missions University

Bachelor of Science from Biotechnology
08.2007 - 06.2011

Work History

Clinizig
Leipzig, Saxony

Data Scientist
09.2021 - Current

Job overview

  • Used GATK and generated Python scripts to automate work, streamline variant calling process to understand SNPs causing significant imapct on Lung cancer development.
  • Try to implement deep learning RD-KIT and ML models to understand potential inhibitors binding at lung cancer cell receptors EGFR (epidermal growth factor receptor).
  • Tested ML and deep learning models like EPI-DLMH, to understand promoter and enhancer interaction Renal carcinoma.
  • Generated algorithm to fit enhancers and confirming using CNN and different ML models. Implemented supervised and unsupervised learning algorithms such as random forest, KNN, SVM, logistic regression in Python and R environment for predictive analytics projects.

Overview

3
years of professional experience
8
years of post-secondary education

Education

Justus Liebig Universität
Giessen

Master of Science from Agrobiotechnology
10.2011 - 09.2015

Vinayaka Missions University
Chennai

Bachelor of Science from Biotechnology
08.2007 - 06.2011

Skills

  • Dimensionality Reduction
  • Regression Algorithms
  • Data Mining
  • Decision Trees
  • Naive Bayes
  • Statistical Analysis
  • Machine Learning
  • Unsupervised Learning
  • Logistic Regression
  • Visualization Techniques

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Fayaz ShaikhData Scientist