Nafis Ibn M.

Key Skills

Software

No software listed

Top Subject Matter

Computer vision dataset creation for segmentation

Top Data Types

3D Sensor

Image

Top Task Types

Segmentation

Bounding Box

Classification

Polygon

Object Detection

Freelancer Overview

3D-to-2D Image Segmentation Dataset Generator (Automated mask creation). Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Blender. Education includes Bachelor of Science, Kazakh British Technical University (2023) and N/A, Rajendra College (2022). AI-training focus includes data types such as 3D Sensor and labeling workflows including Segmentation.

Labeling Experience

3D-to-2D Image Segmentation Dataset Generator (Automated mask creation)

3D SensorSegmentation

Developed a 3D-to-2D dataset generator to create segmentation training data by rendering multi-angle 2D images from Blender 3D models. Implemented automated background removal and contour-based segmentation to generate high-quality segmentation masks without manual annotation. Produced masks suitable for training computer vision models that require pixel-level class delineation. • Rendered 3D models into multi-angle 2D images using Blender • Applied background removal to isolate foreground regions • Used contour-based methods to derive segmentation masks • Generated segmentation outputs for downstream CV model training

2024 - Present

Education

Work History