Orçun Sami Tandoğan | Orcun Sami Tandogan

Projects

Orçun Sami Tandoğan

Project Name: Hocam Class

Content: Education Support System

Since: 2021

Link: www.hocamclass.com

Project: iDate Buddy

Content: Dating Platform

Since: 2022 September

Link: www.idatebuddy.com

Github Projects

Fest Buddy 1.0

#Python #Pandas #Scikit-Learn

Matching Algorithm

Scanpy Based Single Cell RNA-Seq. Analysis

#Python #Pandas #Scanpy #Numpy

Inspection of Immune Cells

Hypothesis Testing (Personal Handbook Project)

#Python #Pandas #Scikit-Learn

Parametric/Nonparametric Tests

Prediction Of Diabetes

#Python #Pandas #Scikit-Learn

Machine Learning

Real Estate Analysis (Project For Data Analysis Competition)

#Python #Pandas #Numpy

Information Extraction From Data

Effect Of COVID on Liquor Sales And Unemployment

#R #Clustering #Classification

Statistical Modelling

Cab Company Investment

#Python #Pandas #Numpy

Risk Analysis

Basics Of Linear Regression (Personal Handbook Project)

#Python #Statsmodel #Scikit-Learn

Machine Learning

Maximum Likelihood (Personal Handbook Project)

#Python

Guessing Coins By Limited Data

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Education

Elective Courses mostly based on Neurobiology, Neurochemistry, Epigenetics, Immunology.
Our Department is already concentrated on Cancer.

2016 - 2020

Molecular Biology & Genetics

Middle East Technical University

Elective Courses:
System Biology,
Statistical Analysis,
Computational Statistics,
Machine Learning

2022*

Biotechnology
(Bioinformatics Concentrated)

Middle East Technical University

Elective Courses:
Data Mining & Machine Learning
Programming ( Java )

2022*

Erasmus+ Exchange

Eindhoven University of Technology

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Work History

PCR-based cloning, DNA Isolation, and DAPI staining in this laboratory.

Molecular Biology Intern

August 2018 - September 2018

Akdeniz University
Turkey - Antalya

July 2021 - October 2021

Computational Biology Intern

Institute of Computational Biology
Germany - Munich

Reviewed related literature and conducted investigations to support research efforts.
Understand and learn single-cell gene expression analysis toolkit scanpy in Python.
Investigate surprising result of the research in the laboratory I work with, which is a subtopic of the immune system.

- Create hypothesis- Gather papers and datasets- Analyze them to test the hypothesis

Additionally, I have developed a set of configuration functions that allow us to a semi-automatize analysis by scanpy toolkit.
All processes are supervised my dear professor and everything has been accomplished on the remote.