HALE INAN

*** ************* *****, ******, **, **605 adaco9@r.postjobfree.com 706-***-****

www.linkedin.com/in/hale-inan https://github.com/halo91cs SUMMARY

Data Scientist with a demonstrated history of working with machine/deep learning techniques. A highly skilled and knowledgeable graduate with extensive knowledge of programming with Python and computer applications. Very enthusiastic to experiment new technologies

EDUCATION

MS, Computer Science, University of Georgia, Athens, GA Jan 2016 – Aug 2019 BS, Computer Engineering, Pamukkale University, Izmir, Turkey Sep 2009 – June 2013 TECHNICAL SKILLS

Programming Languages: Python, C++, Java, PHP, Bash, SQL Software & Tools: Scikit-learn, Seaborn, Matplotlib, Keras, Resnet, NLTK, AWS EC2 instance, Spark, word2vec, Git, Linux(All), MySQL, Bootstrap, CSS3, HTML5

WORK EXPERIENCE

UNIVERSITY OF GEORGIA, Athens, GA Graduate Head Teaching Assistant Jan 2018 – May 2019 Taught Systems Programming Lab with 30+ students 3+ hours a week by helping students with better understanding of C++/Unix concepts; supervised 6 teaching assistants, designated guidelines for grading tests Developed grading scripts in Bash for coding assignments of students to generate final grade along with feedback automatically, increasing grading quality by 90% and minimizing grading time by 80% Prepared weekly class assignments for students of Data Structures class, leading to 35% improvement in exam grades; assisted instructor by tutoring students with projects, and solid understanding of basic data structures UNIVERSITY OF GEORGIA, Athens, GA Software & Web Developer Aug 2017 – May 2018 Upgraded and tested Tomato Analyzer software in C++, detecting and fixing bugs related to tomato shape analysis using VS 2018 debugger; optimized internal functionalities, improving software performance by 80% Constructed a web application, www.ccmi2018.com, for conference on Cold and Controlled Molecules and Ions with PHP, and Bootstrap based on requirements described by organizing committee GEDIZ UNIVERSITY, Izmir, Turkey Head Teaching Assistant Aug 2013 – May 2015 Conducted two laboratory sections of classes Digital Design and Fundamentals of Electric Circuits with 50+ students each, preparing course materials and identifying guidelines for evaluating tests and quizzes PROJECTS

High School Online Harassment Detection ( Ongoing ) Detected online toxic behavior on social media platforms, performing creation, curation, filtering, and processing of a novel interaction-level dataset containing potentially toxic content, from raw Twitter data in Python Performed multi-modal analysis over emoji, and image data in interactions between users making use of NLP, IR, ML, and DL techniques and tools such as Word Embeddings, Tensorflow, and EmojiNet SMS Spam Detection Filter

Built spam detection filter with Python and Spark, manipulating SMS Spam Collection Dataset from UCI; utilized various NLP tools such as TF-IDF, Count Vectorizer; obtained 92% accuracy with Naive Bayes Classifier Classification of User Types in Marujana-related Communications Classified user types in marujana-related communications on Twitter utilizing Logistic Regression, and word2vec models, analyzing profile images of users to retrieve recognized elements employing pretrained model called Resnet ACADEMIC ACHIEVEMENTS

A prestigious scholarship by Republic of Turkey Ministry of Education for Graduate School in USA, covers full tuition and stipend June 2015 – Sep 2016