Ugur D.

• Driving the roadmap for computer vision projects.
• Technical lead of the ML-powered data annotation platform & Scrum master.
• Applying active learning techniques to enhance image annotation capabilities.
• Designing and developing highly accurate ML models to address business needs.
• Implementing high-performance data processing pipelines.
• Leading the development of special ML projects.

• Applying machine learning techniques to solve critical business problems.
• Collaborating with data scientists and engineers to develop tailor-made AI solutions.
• Leading technical interviews.
• Published an academic paper in the area of hip fracture diagnosis.
• Achieved ₺2 million in savings using computer vision techniques in the fraud domain.
• Developed a novel emotion recognition model for an award-winning project.

Applying machine learning techniques to solve critical business problems

Strategized with multiple executive stakeholders to develop technical roadmaps

Collaborated with data scientists and engineers to develop tailor-mate AI solutions

Mentoring junior and mid-level engineers

Member of an AI Architect Committee

Leading technical interviews

Published an academic paper in the area of hip fracture diagnosis

Developed NSFW model to apply content filtering resulting in %95 accuracy

Achieved ₺2M savings using computer vision techniques on fraud domain

Developed novel emotion recognition model for an award-winning project

• Generating well-defined and documented standard processes for the enterprise.
• Scripting (Bash/Python/PowerShell).
• Developed an ML-powered event monitoring platform to reduce costs and improve monitoring quality.
• Developed a new ML solution to categorize event incidents, aiming to assist SOC teams automatically.
• Developed new dashboards that are still in use company-wide.

Maintenance solutions for performance management, monitoring and automation.

Generating well defined and documented standard processes for the enterprise

Work with and lead other members of the team in staying on top of key industry innovation and technology, and assist in team development growth

Scripting (Bash/Python/Powershell)

Member of an technical architect committee

Developed an ML-powered event monitoring platform to reduce costs and improve monitoring quality

Developed a new ML solution to automatically categorise event incidents which aims to assist SOC teams.

Engineering solutions in the long term to make everyone’s life easier

Developed new dashboards which are still being used company-wise.

Identifying, gathering, analyzing and automating responses to key performance metrics, logs, and alerts

Worked with CRM teams to resolve trouble tickets, develop and run scripts, and troubleshoot services in a hosted environment.

Scripting (Bash/Powershell)

Assist with testing and validating production applications

Provide technical insight on development projects

Weblogic

Scripting (Bash/Python/Powershell)

Automated agent health checks

Developed solutions to reduce agent issues by taking automatic actions remotely.