Ugur D.

• Driver planer for maskinsynprosjekter.
• Teknisk leder for den ML-drevne dataannoteringsplattformen og Scrum master.
• Bruker aktive læringsteknikker til å forbedre bildekommentarfunksjonene.
• Design og utvikling svært nøyaktige ML-modeller for å møte forretningsbehov.
• Implementering av databehandlingspipeliner med høy ytelse.
• Leder utviklingen av spesielle ML-prosjekter.

• Bruk av maskinlæringsteknikker til å løse kritiske forretningsproblemer.
• Samarbeidet med datavitere og ingeniører for å utvikle skreddersydde AI-løsninger.
• Ledende tekniske intervjuer.
• Publiserte en akademisk oppgave innen området hoftebrudddiagnostisering.
• Oppnådde 2 millioner TRY i besparelser ved hjelp av maskinsynteknikker for å redusere svindel.
• Utviklet en ny modell for følelsesgjenkjenning til et prisvinnende prosjekt.

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

• Genererer veldefinerte og dokumenterte standardprosesser for bedriften.
• Skripting (Bash/Python/PowerShell).
• Utviklet en ML-drevet hendelsesovervåkingsplattform for å redusere kostnadene og forbedre overvåkingskvaliteten.
• Utviklet en ny ML-løsning for å kategorisere hendelser, med sikte på å hjelpe SOC-team automatisk.
• Utviklet nye dashboards som fortsatt er i bruk over hele selskapet.

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.