Freelancer

Key Skills

Software

No software listed

Top Subject Matter

Computer vision (video agents, rendering, floorplan segmentation)

room-polygon extraction

Top Data Types

Image

Top Task Types

Segmentation

Polygon

Freelancer Overview

Co-Founder & Tech Lead (Yepic AI Limited) and Co-Founder/CTO (FitoutAI) focused on vision model development and segmenta. Brings 7+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Doctor of Philosophy, Kingston University (2019) and Bachelor of Science, Democritus University of Thrace (2013). AI-training focus includes data types such as Image and labeling workflows including Segmentation and Polygon.

Labeling Experience

Co-Founder & CTO - FitoutAI

ImagePolygonSegmentation

Co-founded and served as CTO, architecting FitoutAI’s core platform for automated RFQs and intelligent floorplan segmentation. Designed a room-polygon extraction approach leveraging Meta’s Segment Anything Model (SAM) to improve floorplan understanding and automation accuracy. Led engineering and research activities to deliver reliable computer vision capabilities for real-world workflows. • Built an automated RFQ engine and integrated systems • Implemented room-polygon extraction using SAM • Improved accuracy for floorplan segmentation and parsing • Directed technical architecture and delivery for core platform

2025 - 2025

Co-Founder & Tech Lead (Yepic AI Limited) and Co-Founder/CTO (FitoutAI) focused on vision model development and segmentation-driven automation

ImageSegmentation

Directed research and development of systems that require creating and using segmentation outputs for real-time video understanding. Worked on photorealistic rendering and photo animation pipelines where pixel-level labels and masks are commonly generated or leveraged for training and evaluation. Supported an automated floorplan understanding system that depends on segmenting room polygons from visual inputs. • Segmentation for moving-object understanding in video-based pipelines • Polygon/room extraction segmentation using Meta Segment Anything (SAM) • Training/evaluation support for computer-vision models used in production • Improved automation accuracy through segmentation-driven methods

2020 - 2025

Education

Work History