Dr. Erol ÖZKAN

Data Scientist

https://talent.gravityer.com/dr-erol-ozkan

PhD, Department of Computer Engineering, Hacettepe University; Expert Senior Researcher, TÜBİTAK MAM, Energy Systems

Tübitak MAM

Key Strengths

Extensive personal project experience in Natural Language Processing (NLP) and Computer Vision (CV), directly relevant to Data Scientist roles.
Demonstrated proficiency in Python for various data science tasks, including text mining and sentiment analysis.
Experience with diverse NLP tasks such as sarcasm detection, news retrieval, and context-free grammar parsing.
Practical application of computer vision techniques including object detection, tracking, and local feature extraction.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's project portfolio shows a strong inclination towards research-oriented and academic projects, which could indicate a good fit for roles requiring deep technical exploration and problem-solving. However, the lack of team-based projects or diverse industry experience makes it difficult to fully assess cultural fit for collaborative or fast-paced commercial environments. The current role as 'Data Scientist' at Tübitak MAM suggests alignment with research and development, which is a positive indicator.

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.

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Assessing your cultural and operational fit

Projects

turkish_news_retrieval_system

May 23, 2020 – May 30, 2020

"Haberim Var" – Turkish News Retrieval System

View Project

CFG

March 31, 2019 – April 5, 2019

Context Free Grammar (CFG) Parser & Sentence Generator

View Project

SentimentAnalysis-Word2Vec

April 20, 2017 – April 23, 2017

Sentiment Analysis using Word2Vec

View Project

DocDocxEpubPdf2TxtBashScripts

April 18, 2017 – April 18, 2017

Convert epub, doc, docx, pdf files to txt.

View Project

TurkishSpeechRecognition

February 14, 2017 – February 14, 2017

Turkish Speech Recognition Project / Türkçe Konuşma Tanıma Projesi

View Project

NaturalLanguageProcessing-SarcasmDetection

February 12, 2017 – February 14, 2017

Natural Language Processing - Sarcasm Detection

View Project

TextMining-LabelPropagation

February 5, 2017 – February 14, 2017

Text Categorization using Label Propagation

View Project

ComputerVision-LocalFeatures

February 5, 2017 – February 5, 2017

Computer Vision - Local Features (HARRIS, MSER, SIFT, PCA-SIFT, GLOH)

View Project

ComputerVision-ObjectDetection

February 5, 2017 – February 5, 2017

Computer Vision - Object Detection

View Project

ComputerVision-ObjectTracking

February 5, 2017 – February 5, 2017

Computer Vision - Object Tracking

View Project

Key Strengths

Extensive personal project experience in Natural Language Processing (NLP) and Computer Vision (CV), directly relevant to Data Scientist roles.
Demonstrated proficiency in Python for various data science tasks, including text mining and sentiment analysis.
Experience with diverse NLP tasks such as sarcasm detection, news retrieval, and context-free grammar parsing.
Practical application of computer vision techniques including object detection, tracking, and local feature extraction.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.

Dr. Erol ÖZKAN

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Experience

Projects

Key Strengths

Cultural & Operational Fit