AI & Data Science MSc student at Boğaziçi University, focused on Data Science, Artificial Intelligence, and intelligent systems. My background includes hands-on experience in satellite communication, network architectures, and real-time data flow control, shaping a strong analytical perspective on complex, data-driven problems.
I thrive in environments that demand continuous learning, adaptability, and clear communication. Alongside my technical background, I place strong emphasis on soft skills, allowing me to collaborate effectively and translate complex ideas into actionable solutions.
My long-term goal is to excel in data engineering, data analysis, and AI-focused roles, where I can apply advanced machine learning techniques to real-world problems. Currently, my master’s research focuses on semi-supervised learning for breast tumor classification, exploring pseudo-labeling and multimodal fusion approaches to improve model performance under limited labeled data.
I hold a BSc in Electronic Engineering from Gebze Technical University, where I graduated with a GPA of 3.31 as a full-merit YÖK scholarship recipient, renewed annually for five consecutive years as the top-ranked student. This strong foundation in engineering principles continues to support my work in data-centric and AI-driven projects.
With an insatiable curiosity and a relentless drive for excellence, I am eager to contribute to impactful, forward-thinking projects and push the boundaries of what data and AI can achieve.
June 2025 - Present
Beyoğlu, Istanbul
Generated ₺25M incremental sales within three months by implementing
ML-based customer segmentation and targeted action plans.
Designed and automated executive and operational dashboards, reducing
manual reporting effort.
Built and monitored KPI frameworks for stores, regions, and sales teams,
improving performance visibility and decision-making.
Conducted CRM analytics including customer segmentation, campaign
performance analysis, and churn indicators, increasing campaign effectiveness by
15%.
Performed collections (tahsilat) analysis, contributing to a
10% improvement in collection efficiency.
Supported retail product planning through sales trend, stock turnover,
and sell-through analysis, reducing excess inventory by 12%.
September 2022 - July 2023
Esenler, Istanbul
Architected RESTful API endpoints in Django, reducing response times by
30% and server CPU load by 20%.
Developed dynamic web features using Python/Django and
PHP/Laravel, driving a 15% uplift in user satisfaction.
Integrated PyTorch model endpoints behind Flask microservices and
containerized with Docker, accelerating deployment cycles by
50%.
Automated end-to-end ETL pipelines in Python, increasing data throughput
by 12% for analytics dashboards.
Tuned complex SQL queries and database schemas, improving system
responsiveness by 12%.
Worked in Agile SCRUM teams, increasing code coverage to
85% via TDD and peer reviews.
August 2022 - September 2022
Şişli, Istanbul
Configured and maintained CCNA-grade routers and switches for satellite
ground-station networks, reducing packet loss by 15%.
Automated device health checks using Python scripts, cutting manual
monitoring time by 40%.
Led firmware patch rollouts across 15+ network nodes, increasing uptime
to 99.8%.
June 2022 - August 2022
Şişli, Istanbul
Engineered FreeRTOS firmware on STM32 microcontrollers, achieving
deterministic scheduling within 1 ms jitter.
Designed bi-directional data pipelines over UART, I²C, SPI, CAN bus with
100% protocol compliance.
Integrated MQTT and lightweight HTTP servers, enabling
real-time telemetry under 50 ms latency.
Streamlined debugging using logic analyzers and oscilloscopes, halving
time-to-resolution for hardware faults.
February 2022 - April 2022
Ataşehir, Istanbul
Assisted in CMTS / DOCSIS broadband provisioning for
1,000+ residential modems, maintaining SLAs at
99.5%.
Conducted OS and hardware maintenance on end-user PCs, improving workstation availability
by 20%.
Developed standardized configuration templates and documented CCNA procedures,
contributing to a 30-page operations manual.
+90 553 266 14 37
contact@omersarimese.com
sarimese.omer@gmail.com