About

Uğur Özcan Photo

Experienced Data Engineer and Software Developer skilled in natural language processing, machine learning, and backend development. I have managed large-scale data projects, developed tools for efficient text processing, and enhanced repository management for seamless team collaboration. Passionate about leveraging technology to solve real-world problems, I thrive on continuous learning and applying innovative solutions.

  • Location: Mugla, Turkey
  • Phone: +90 (534) 364 4085

Interests

Natural Language Processing

Machine Learning

Data Analytics

Computer Vision

Data Collection & Crawling

Repository Management

Experience

Huawei Logo

Huawei

January 2023 – Present

Data Engineer

  • Petal Search Project: Oversaw box maintenance, including the addition of new content providers, and addressed bug fixes to ensure optimal functionality.
  • Data Image Collection Project: Spearheaded the acquisition of diverse image datasets across numerous categories by establishing and managing virtual machines (VMs) and containers for efficient data collection.
  • NLP Chat Text Project: Orchestrated the aggregation of textual data across various categories aligned with our flower data template to support natural language processing initiatives.
  • Inner Team Projects: Led the development of Text Preprocessing Tool, Common Crawler v1.0, and Common Analyzer v1.0, enhancing team efficiency and workflow.
  • LLM Project: Directed the gathering of textual data spanning SFT sections such as Text Summarization, Reading Comprehension, and Brainstorming. Additionally, conducted prompt engineering for GPT3.5 and GPT4.
  • Data Crawling Projects Management: Managed the extraction of textual data from targeted websites and oversaw the coordination of associated projects for efficient data collection and processing.
  • Codebase Review/Update and Repository Management: Implemented effective codebase review and update processes to ensure code quality and consistency within the team. Managed the health and organization of team repositories to facilitate seamless collaboration and version control.
qandq Logo

Quick and Quality Coding Soft

November 2022 – January 2023

Software Engineer

  • Online Medical Doctor Notes Analysis Project via NLP: Python, OpenAI, HuggingFace
  • Data Visualization Tool: ThreeJS
osoci_logo

Osoci

June 2022 – November 2022

Backend Developer

  • Online Media Stream Service Backend Site: Janus, NestJS
  • Platform Database and Program Infrastructure: Docker, Docker Compose, MongoDB
  • Maintenance Software Healthy Check Platform: Grafana
  • Research and Develop Media Stream Services: Janus, Ant Media Server
  • Develop and Configure CI/CD Platform: Jenkins
fited_logo

Fited

June 2019 – June 2022

Software Engineer, Shareholder

  • 3D Scoliosis Brace Design and Development Platform: ThreeJS
  • 3B Scoliosis Brace Design and Development Platform Database and Program Infrastructure, Google Cloud Technology (GCP): Google Datastore, Google Storage, App Engine, Compute Engine, Firebase
  • Creating Design and Software Testing Platform: Selenium, ThreeJS Test Tool
  • Develop m3dl and cm3dl File Structure: Mathematical Equations
  • Develop Web Interface: Flask
  • Develop CI/CD Platform: Jenkins
  • Reverse Engineering on Grasshopper/Rhinoceros7: NURBSPython, rw3dm, rhino3dm, compute-rhino3d libraries
  • Responsible For Other Full-Stack Requirements: Brace Order Form, etc.
IZTECH Logo

IZTECH - CSIGB Research Group

October 2017 – June 2018

Msc. Student, Software Engineer

  • Automated Latent Fingerprint Recognition From Crime Scenes Project (TUBİTAK 1001)
  • Generate Random Fingerprints and Analyze Them on a Program (AFIS - Automated Fingerprint Identification System)
  • Provide Biometric Databases From Related Universities and Departments
  • Research on Other Biometric Topics: Face Recognition, Iris Recognition, Gait Recognition
  • Develop Computer Vision and Deep Learning Models and Algorithms: PyTorch, Keras, TensorFlow, OpenCV
  • CSIGB website: https://csigb.iyte.edu.tr/people/
Radboud Logo

Radboud University

June 2016 – September 2016

Erasmus Internship Programme

  • Relevancer Project: Dashboard and Develop Content in Project
  • Create Classification and Clustering Algorithms: Developed algorithms on the ru.nl server
  • Analyze Tweet Data: Analyzed over 1 GB of user data on specific topics, such as Genocide and Vaccination
  • Responsible for Database: MongoDB
  • Responsible for API: Flask API, Eve API
  • Relevancer Website: https://relevancer.science.ru.nl/about
  • Relevancer Bitbucket: https://bitbucket.org/hurrial/relevancer/commits
MSKU Logo

MSKU Computer Engineering Department

June 2015 – August 2015

Internship

  • Ubuntu 12.04
  • Database Encryption, Privacy Tool: CryptDB
  • GUI Design: Netbeans

Skills

Languages and Databases

Python Java JavaScript CSS PostgreSQL MySQL MongoDB R Programming

Frameworks and Libraries

Flask Django TensorFlow PyTorch Scikit-Learn NumPy Pandas

Tools and Platforms

Git Docker Jenkins Linux Jupyter LaTeX

Contact

My Address

Mugla, Turkey

Social Profiles

Contact

+90 (534) 364 4085

References

M. Olcay Tercanlı

Position: EPAM Systems, Poland

Email: molcaytercanli@gmail.com

Phone: +48 506 893 168

Gamze Tamur

Position: Fited Teknoloji A.Ş.

Email: gtamur@gmail.com, gamze@fited.co

Phone: +90 541 726 48 93

Berke Can Malkoç

Position: Fited Teknoloji A.Ş.

Email: berke@fited.co

Phone: +90 505 787 50 12

Yrd. Doç. Dr. Enis Karaarslan

Position: Muğla Sıtkı Koçman University

Email: enis.karaarslan@mu.edu.tr, enis.karaarslan@gmail.com

Phone: +90 252 211 1912

Ali Hürrıyetoglu, PhD

Position: Statistics Netherlands (CBS), Radboud University

Email: ali.hurriyetoglu@gmail.com, a.hurriyetoglu@let.ru.nl

Phone: +31 24 361 5715