Enes Sürmeli

Data Scientist

Dataroid•  October 2023 - October 2024

Utilized a comprehensive DS toolkit, including Jupyter, Spark, HDFS, Scikit, and Pandas for impactful business decisions. While creating Impact Analysis model, executed A/B testing with advanced statistical modeling for adaptation to dynamic market scenarios. Spearheaded visualization techniques using Matplotlib and NumPy automation on different models. Created a refined pipeline for Stickiness and User Analytics models to ensure their adaptability across a wide range of business contexts.

Part-time Software Engineer

Siemens•  March 2023 - September 2023

Within the Grid Software Business Unit, designed, developed, tested, maintained, and supported internal application software for electrical power system analysis and reporting team, and developed full-stack web-based applications and components using programming languages and tools like C#, .NET Core, Javascript/Typescript, in addition to abp.io framework.

Microsoft Imagine FY23 - Imaginer

Microsoft•  November 2022 - June 2023

Completed a comprehensive experience, specializing in Microsoft Tools, ML, AI, and Cloud Services, and gained practical expertise through technical workshops led by industry professionals while enhancing soft skills and career development via LT Talks. Contributed to the innovative "ZEWO" project, aligning with SDG Goal Number 12, by integrating Microsoft Tools such as PowerApps, Azure, Custom Vision, Lists, and OpenAI APIs, to foster responsible consumption through the Zero Waste approach.

Data Science and AI Intern

Dataroid•  August 2022 - September 2022

Employed unsupervised learning algorithms and AI models to detect anomalies in large datasets. Using tools like Spark, Pandas, Python, PyCaret, and HDFS, contributed to the development of anomaly detection systems, comparing the accuracies of various algorithms including Isolation Forest, K-Nearest Neighbors, Local Outlier Factor, and Z-Score using statistical methods, while also utilizing Hadoop and MapReduce to generate dynamic queries and extract data from the Hadoop Distributed File System.

Software Engineer Intern

Nokia•  July 2022 - August 2022

Gained experience as a Software Engineer, working on diverse projects related to IP networks, Nokia SR Linux devices, virtual machines, deployment processes, containers, and Docker. Automated config file verification for SR Linux devices using Python and contributed to development of a custom Python project for device management, while also gaining hands-on experience with virtual SR Linux devices using ContainerLab and SSH connections.

Data Science and AI Intern

Hybrone•  January 2022 - February 2022

Gained experience in Data Science and AI, collecting data from diverse sources, implementing algorithms and programming techniques to process large datasets, and utilizing APIs to implement AI-powered chatbots. With a focus on natural language processing, successfully addressed business and research problems, further enhancing my skills in data collection, manipulation, analysis, and the implementation of AI solutions.

Conversational AI Intern

Softtech•  July 2021 - September 2021

Actively contributed to advancing Conversational AI technology through innovative use case creation and API integration to enhance customer interactions and streamline banking processes. Additionally, played a key role in improving AI models' understanding of customer queries and sentiments by maintaining annotated data sets, employing data analytics, and machine learning techniques to optimize the accuracy and contextual relevance of ChatBot responses.

Computer Technician

Boğaziçi University•  October 2018 - July 2019

Maintained and ensured the smooth functionality of computer labs, providing technical support, troubleshooting assistance, and collaborating with the IT team to create an optimal learning environment for the university community.

Bogazici University, İstanbul

Computer Science & Engineering, BS•  September 2018 - June 2023

Computer Engineering Graduate (B․Sc․) from Boğaziçi University