Data Science Software Development

Dr. Nurettin Senyer

Address: *** * ****** ***, ***** College 16801, United States of America

Phone number: +814-***-**-**

Email address: ********.******@*****.***

Web: https://www.linkedin.com/in/nurettin-senyer/

Custom field: https://github.com/seyyah

I am an accomplished academic and researcher with over 20 years of experience in Artificial Intelligence (AI), Data Science, and Software Development. As an Assistant Professor at Samsun University, my work spans healthcare technology, integrative lighting solutions, and architectural engineering. Key Skills and Expertise:

Artificial Intelligence & Machine Learning: Proficient in deep learning frameworks such as TensorFlow, Keras, and PyTorch. Contributed to projects in healthcare AI, agricultural tech, and intelligent lighting. Data Science & Analysis: Experienced with MATLAB, Python, R, and data analysis libraries like NumPy, SciPy, and Scikit-learn.

Software Development: Skilled in Ruby on Rails for SaaS applications, web automation, and integrating IoT solutions.

Healthcare Technology: Led R&D initiatives for medical device manufacturers, focusing on designing and testing equipment per IEC 60601-1 standard.

Integrative Lighting: Pioneered research in circadian metric estimation and integrative lighting solutions to improve human health. My current postdoc at Penn State involves developing a cost-effective circadian metric estimation (CME) algorithm with machine learning.

Achievements:

Publications: Authored numerous high-impact journal articles in AI, data science, and lighting technology. Patents: Developed innovative methodologies and devices, with several patents pending in AI and integrative lighting.

Grants & Projects: Secured funding from international and national organizations, leading projects that bridge academic research and practical applications.

Collaborations: Worked with interdisciplinary teams and renowned researchers to advance technology and its applications.

I am passionate about leveraging technology to solve real-world problems and improve quality of life. I am open to new ideas and collaborations with professionals who share my enthusiasm for innovation and excellence. Please connect with me to discuss collaborations and research opportunities or share insights on AI, healthcare tech, and integrative lighting.

Profile

Work Experience

02/2014 – present

Samsun, Türkiye

Senior Full Stack Developer

EISTATISTIK

As a Full Stack Developer at eistatistik.com, I have played a pivotal role in developing and maintaining a leading statistical analysis web-based automation system, which currently serves more than 8,000 active users. My responsibilities encompass the entire technology stack, including Ruby on Rails, Angular, Linux/server administration, and IT support.

Key Responsibilities:

Ruby on Rails Development: Led the development of the first version of eistatistik.com using Ruby on Rails. Continuously enhanced the platform with new Work Experience

features, ensuring robust performance and scalability. Frontend Development: Implemented dynamic and responsive user interfaces using Angular, providing a seamless and intuitive user experience. Server Administration: Managed Linux servers, ensuring high availability, security, and optimal application performance. Handled server configuration, monitoring, and troubleshooting.

Database Management: Designed and maintained the database schema, ensuring data integrity and efficient access patterns and utilized PostgreSQL for robust and scalable data storage solutions.

IT Support: Provided comprehensive IT support, including troubleshooting technical issues, optimizing system performance, and ensuring a smooth user experience for healthcare academics and professionals.

Team Collaboration: Worked closely with developers, designers, and domain experts to continuously improve the platform based on user feedback and emerging technologies.

User Management: Handled user onboarding, support, and training to ensure users could effectively leverage the platform for their statistical analysis needs. Key Achievements:

Developed and launched a dentist automation system using SaaS, Ruby on Rails, and Angular.

Successfully scaled eistatistik.com to support 8,000+ active users, making it a top- ranked statistical analysis tool in Turkey.

Spearheaded the development of critical features such as real-time data analysis, advanced reporting, and integration with healthcare databases. Technologies Used:

Ruby on Rails

Angular

Linux (server administration)

PostgreSQL

Docker

Git

10/2023 – present

Samsun, Türkiye · Hybrid

R&D Director

Aygun Surgical Instruments Co.

As R&D Director at Aygün Surgical Equipment Co., I led a team in developing advanced surgical illumination systems and high-tech surgical motor systems. Our expertise covers various surgical fields, including neuro, spinal, cardiovascular, orthopedic, plastic, hand & foot, and maxillofacial surgeries. Key Responsibilities:

Surgical Motor Systems Development: Directed the design and development of battery-powered surgical motor systems, demonstrating quality, power, and ergonomic design.

Embedded Systems: Led the development of embedded systems using STM32, ARM, and CubeMX platforms for enhanced device functionality. Application Development: Oversaw the creation of tablet and mobile apps to support surgical devices, ensuring seamless integration and user-friendly interfaces. Standards Compliance: Ensured adherence to medical device manufacturing standards (IEC 60601-1) for safety and efficacy.

Project Management: Authored and managed a successful TÜBİTAK project proposal, which was accepted and completed successfully. R&D Center Management: Managed the R&D center at Samsun University Technopark, promoting cutting-edge research and development. Achievements:

Work Experience

Developed SCOREN, a state-of-the-art surgical motor system, showcasing Aygün’s expertise in medical technology.

Successfully completed a National (TÜBİTAK)-funded project, advancing surgical technology.

Enhanced the integration of embedded systems with surgical devices, improving performance and user experience.

These accomplishments highlight my ability to drive innovation and excellence in medical device development, ensuring our products meet the highest quality and performance standards.

11/2019 – present

Samsun, Türkiye

Academic

Samsun University

As an Assistant Professor at Samsun University, I have been involved in teaching, research, and project management within the Department of Software Engineering. Key Responsibilities:

Lecturing: Taught Introduction to Software Engineering (Python, C) and Mobile Software Development (Flutter, Dart).

Project Management: Managed National (TÜBİTAK) projects, overseeing planning, execution, and completion.

Project-Based Learning: Organized sessions to encourage practical application of theoretical knowledge.

Research: Conducted research in AI, data science, and integrative lighting, publishing findings in reputable journals.

Mentorship: Guided students in research projects and internships, supporting their academic and professional growth.

Achievements:

Successfully managed multiple TÜBİTAK-funded projects, driving innovation in software engineering.

Developed and implemented a comprehensive curriculum for mobile software development using Flutter and Dart.

Fostered a collaborative learning environment through project-based learning, enhancing student engagement and outcomes.

02/2016 – 09/2023

Samsun, Turkiye

Research and Development Engineer

Aygun Surgical Instruments Co.

01/2016 – 01/2017

Samsun, Turkiye

Project Director

MOBIGEN & OMU

European Union, Project Executive, Mobigen Project For Increasing Youth Employment In The Furniture Sector, Enforcing Institution: Ondokuz Mayis University, Sponsor Institution: European Union (Abroad), 222.257 €

01/2009 – 01/2016

Samsun, Türkiye

Technical Team Lead and Senior Full Stack Developer OMU Distance Education Center

As the Technical Team Lead at OMU's Distance Education Technical Team, I spearheaded the development of various systems to enhance the university's online education infrastructure using Ruby on Rails (RoR). Key Responsibilities:

System Development: Led the development of several critical systems, including: Exam Management System: Streamlined the administration and grading of exams. Work Experience

Officiant Transactions System: Facilitated the management of academic transactions.

International Student Candidate Management System: Simplified international students' application and admission process.

Online Exam Management System: Enabled secure and efficient online exams. Ruby on Rails Camp: Organized and facilitated summer camps to train students and faculty in Ruby on Rails, fostering a strong development community. Project Management: Oversaw the planning, execution, and delivery of technical projects, ensuring they met the university’s needs and standards. Collaboration: Worked closely with academic and administrative staff to understand their requirements and translate them into effective technical solutions. Mentorship: Provided guidance and support to team members, promoting professional development and a collaborative work environment. Achievements:

Successfully developed and implemented multiple systems that significantly improved the efficiency and effectiveness of OMU’s distance education programs. Organized annual Ruby on Rails camps, contributing to the skill development of participants and promoting the adoption of RoR within the academic community. Enhanced the university’s ability to manage exams and student transactions online, improving accessibility and user experience for both students and staff. 01/2007 – 11/2016

Samsun, Turkiye

Assistant Professor Doctor

OMU

01/2001 – 01/2007

Samsun, Turkiye

Research assistant

OMU

Education

02/2024 – 03/2025 Architectural Engineering Postdoc scholarship Penn State University

As a Postdoctoral Researcher, I focus on developing integrative lighting (IL) solutions and circadian metric estimation using machine learning. Key Responsibilities:

Research on circadian metrics like Circadian Stimulus (CS), Equivalent Melanopic Lux (EML), and Melanopic Equivalent Daylight Illuminance (MEDI). Develop a cost-effective Circadian Metric Estimation (CME) algorithm using machine learning.

Prepare datasets from various light sources using spectrometers and IoT-based Multi-Spectral Acquisition Devices.

Publish findings in high-impact journals and pursue patents. 01/1997 – 12/2006 Digital Image Processing and Computer Vision Electrical and Electronic Engineering

Ondokuz Mayıs Üniversitesi

Doctor of Philosophy

Ondokuz Mayıs University

December 2002 – December 2006

Department of Electrical and Electronic Engineering Focused on advanced digital image processing and computer vision techniques and developed a photometric image processing system for astrophysical and technological applications. This work contributed to significant advancements in both fields and laid the groundwork for further image analysis and processing research. Education

Master’s Degree

Ondokuz Mayıs University

July 2001 – July 2003

Department of Electrical and Electronic Engineering I specialize in digital image processing and computer vision. Worked on applying band techniques in digital television systems, improving image transmission and processing quality and efficiency. This research enhanced the understanding and implementation of digital image processing techniques in practical applications. Skills

– LANGUAGES

English

Full

Turkish

Native

– COMPUTER SKILLS

Ruby on Rails

Professional

SaaS

Professional

Python

Professional

C/C++

Professional

Embed Design

Professional

Mobile Application

Developer

Elementary

Angular

Limited

TensorFlow, Keras,

PyTorch

Limited

PostgreSQL, MySQL

Limited

Docker, Git, Linux

Limited

Machine Learning

Professional

– PROFESSIONAL SKILLS

Project Management

Professional

Team Leadership

Professional

Problem-Solving

Professional

Communication

Professional

– KEY COMPETENCIES

Artificial Intelligence &

Machine Learning

Professional

SaaS Development

Professional

Healthcare Technology

Professional

Web & Mobile Application

Development

Professional

# Innovative Problem Solver: Proven ability to develop creative solutions to complex technical challenges, demonstrated by successful project completions and publications.

# Leadership & Team Management: Strong leadership skills with experience in guiding technical teams, fostering collaboration, and mentoring junior developers.

# Effective Communicator: Excellent communication skills, both written and verbal, with the ability to convey complex technical concepts to diverse audiences.

# Adaptability: Highly adaptable and able to thrive in fast-paced, dynamic environments, effectively managing changing priorities and deadlines.

# Analytical Thinking: Strong analytical skills with a keen eye for detail, ensuring high-quality outcomes in all projects.

# Collaboration: Adept at working collaboratively in cross-functional teams, building strong professional relationships to achieve common goals.

# Project Management: Experienced in managing multiple projects simultaneously, ensuring timely delivery and adherence to quality standards.

# Commitment to Excellence: Consistently striving for excellence in all endeavors, with a track record of achieving and surpassing goals.

Strengths

Traveling and Cultural

Exploration

Reading and Research Teaching and Mentoring Feeling the music Every kind of sport Camping Innovation and Creativity Sci-Fi Series Enthusiast Hobbies

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