Semih Durmaz
@semihdurmaz
Passionate software developer specializing in natural language processing.
TurkeyWhat I'm looking for
I am a dedicated software developer with a strong focus on natural language processing (NLP). My journey in technology has led me to work on innovative projects that enhance user experiences through advanced speech recognition and sentiment analysis tools. I thrive on tackling complex challenges and am always eager to learn new technologies.
At Saha Robotik, I developed a speech recognition system for a restaurant order-taking robot, improving its ability to understand complex food names. Additionally, I created a sentiment analysis tool for Turkish texts, which significantly enhances the understanding of customer feedback. My previous role at BookLogic involved building a text engine that generates marketing content based on social media data, showcasing my ability to merge technology with practical applications.
Experience
Work history, roles, and key accomplishments
NLP Developer
Saha Robotik
May 2024 - Present (1 year 1 month)
Worked on a project focused on enhancing the speech recognition capabilities of a restaurant order-taking robot, identifying and addressing complex food names not detected by existing speech-to-text models. Developed a dictionary-based sentiment analysis tool for the Turkish language, enabling accurate sentiment analysis of Turkish texts and reviews.
Software Developer
BookLogic
Oct 2020 - Present (4 years 8 months)
Developed a text engine utilizing a fine-tuned transformer-based model, trained on hotel industry tweets and keywords, to automatically generate marketing and promotional content. Built an application to analyze customer reviews by performing sentiment analysis, providing detailed reports on overall experience, highlighting likes and dislikes.
Education
Degrees, certifications, and relevant coursework
YUYildiz Technical University
Bachelor's Degree, Computer Engineering
Completed a Bachelor's Degree in Computer Engineering, building a strong foundation in fundamental computer science principles. Gained comprehensive understanding of software development, algorithms, and system design.
YUYildiz Technical University
Master's Degree, Computer Engineering
Pursued a Master's Degree in Computer Engineering, deepening knowledge in advanced computing concepts and research methodologies. Focused on specialized topics within the field, enhancing problem-solving and analytical skills.
Availability
Location
TurkeyAuthorized to work in
Job categories
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