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Semih Buğra Sezer

@semihburasezer

Applied AI Engineer building LLM evaluation pipelines and MCP integrations, including a candidate evaluation system with evidence-grounded scoring.

Turkey

Message

I built an AI-powered candidate evaluation system that processes PDF resumes against hiring criteria through a multi-stage LLM pipeline. It uses structured extraction, evidence grounding, semantic verification, and deterministic scoring rather than relying on a single prompt.

With Seerxo, I built an AI-powered product for generating and optimizing Etsy listings, along with an MCP-compatible server for connecting its capabilities to AI workflows. I also published an open-source npm package with setup and integration documentation.

At Onveo - Cloud Video Solutions, I developed real-time web application features for video and audio communication, screen sharing, messaging, and multilingual healthcare workflows. I worked across frontend, backend, and data layers, and contributed to Docker-based delivery.

Experience

Work history, roles, and key accomplishments

Software Engineer

Onveo - Cloud Video Solutions

Jan 2025 - Oct 2025 (9 months)

Developed real-time web application features using React and WebRTC, including video/audio communication, screen sharing, messaging, participant controls, and multilingual healthcare workflows. Worked across frontend, backend, and data layers using Node.js, PostgreSQL, MongoDB, and Git-based development workflows.

React WebRTC NodeJS PostgreSQL MongoDB Git Docker

Software Engineer (Intern)

Privia Security A.S.

Jun 2024 - Oct 2024 (4 months)

Contributed to security-focused web applications and frontend components using React, HTML, and CSS. Worked on authentication and authorization functionality with attention to secure software development practices.

React HTML CSS Authentication Authorization Git

Houseman

The Westin Portland Harborview

Jun 2021 - Sep 2021 (3 months)

Gained international work experience through the Work and Travel Program, strengthening communication, teamwork, and adaptability in a multicultural environment.