Hummayun H.

Key Skills

Software

Don't disclose

Top Subject Matter

Computer Vision (real-time object detection)

Computer Vision (sequence-based video tracking)

Top Data Types

Image

Video

Top Task Types

Bounding Box

Tracking

Freelancer Overview

ML Engineer — dataset curation and annotation for CV models. Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose. Education includes Matriculation in Science, Al-Syad High School, Quaidabad (2022) and Intermediate in Computer Science, Superior College, Jauharabad (2024). AI-training focus includes data types such as Image and Video and labeling workflows including Bounding Box and Tracking.

Labeling Experience

ML Engineer — annotation for video tracking architectures

Don't discloseVideoTracking

Contributed to sequence-based video tracking by creating annotated video training data. Applied object detection and tracking-oriented labeling to support real-time video understanding pipelines. Maintained annotation consistency across video frames to improve downstream tracking performance. • Sequence-based video tracking support • High-accuracy image/video annotation • Consistency checks across frames • Preparation of training inputs for detection and tracking models

2022 - Present

ML Engineer — dataset curation and annotation for CV models

Don't discloseImageBounding Box

Managed large-scale dataset curation by performing high-accuracy image and video annotation for computer vision training. Labeled images with bounding boxes and related polygon structures to create reliable ground-truth data for model learning. Ensured training inputs met quality standards through iterative review and dataset refinement. • Bounding box labeling for images • Polygon-based annotation • Dataset curation and quality assurance • Iterative annotation refinement

2022 - Present

Education

Work History