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Istanbul, Turkey

- Performed Time Series Analysis using ARIMA to predict application usage and prioritize personalized WiFi settings for customers.- Deployed a BERT model via Databricks MLFlow, achieving over 70% accuracy in predicting ISP call issues, facilitating more targeted software updates.- Developed data aggregation pipelines on Databricks using PySpark and the Databricks Asset Bundle across multiple projects, enhancing machine learning capabilities and enabling advanced analytics for… Show more - Performed Time Series Analysis using ARIMA to predict application usage and prioritize personalized WiFi settings for customers.- Deployed a BERT model via Databricks MLFlow, achieving over 70% accuracy in predicting ISP call issues, facilitating more targeted software updates.- Developed data aggregation pipelines on Databricks using PySpark and the Databricks Asset Bundle across multiple projects, enhancing machine learning capabilities and enabling advanced analytics for WiFi-related KPIs.- Collaborated with the research team to automate and streamline WiFi quality steering algorithms, optimizing them for cloud deployment. Show less

Kocaeli, Turkey

- Achieved a 40% decrease in agent usage for companies through the deployment and management of on-premise chatbot productions for IVR systems using the Rasa framework. - Spearheaded and developed integrations with mobile applications such as WhatsApp, Google Assistant, and Telegram for chatbot applications to enhance the usage of SDS systems.- Provided tutoring for interns and junior engineers on the Rasa library. - Conducted research on state-of-the-art recommendation system… Show more - Achieved a 40% decrease in agent usage for companies through the deployment and management of on-premise chatbot productions for IVR systems using the Rasa framework. - Spearheaded and developed integrations with mobile applications such as WhatsApp, Google Assistant, and Telegram for chatbot applications to enhance the usage of SDS systems.- Provided tutoring for interns and junior engineers on the Rasa library. - Conducted research on state-of-the-art recommendation system approaches and succesfully applied for temporal retail data analysis to extract relationships between store and item sales. - Collabrated with software engineers to create a web-based retail data analysis dashboard.- Engaged in an R&D project to research and implement a smart sensor framework that integrates with a big data platform using Flask. This framework included deployed models for Remaining Useful Life and Anomaly Detection with Docker. Show less

Istanbul, Turkey

Istanbul, Turkey

Master'S Degree, Computer Engineering

Bachelor'S Degree, Computer Engineering