Tobias Odhiambo

Contributed to computer vision and NLP training pipelines through image classification, object detection, and keypoint annotation. Completed video annotation for temporal object tracking and event tagging, and labeled geospatial/satellite imagery for land-use classification ahead of deadlines with high precision.

Annotated large-scale image and video datasets for autonomous vehicle perception using bounding boxes, polygons, and semantic segmentation masks. Performed 3D point cloud and LiDAR labeling across multi-frame sequences, maintaining 97%+ accuracy and improving label consistency via QA collaboration.

Investigated blockchain-based solutions for secure data handling in healthcare and AI applications, producing exploratory analyses of data systems and privacy implications.

Contributed to psychology and health-related behavioral studies, ensuring high-quality data reporting and experimental integrity for remote research projects.

Performed high-quality data annotation and structured text analysis for international AI projects, authored technical health research documents in LaTeX, and delivered clear, deadline-driven remote outputs.

Completed advanced LiDAR and 3D bounding box labeling for self-driving datasets, including road signs, vehicles, and free-space boundaries. Performed ADAS labeling (lane detection, traffic sign recognition, obstacle segmentation) and provided peer review that reduced overall error rates by 15%.

Completed advanced LiDAR and 3D bounding box annotations for self-driving car datasets, including road signs, vehicles, and free-space boundaries. Labeled ADAS data for lane detection, traffic sign recognition, and obstacle segmentation, and reduced peer error rates by 15% through reviews and quality checks.

Completed clinical training in occupational therapy focusing on neurological rehabilitation and pediatric therapy during a supervised internship rotation.

Undertook supervised clinical internship with emphasis on physical health interventions and rehabilitation techniques within hospital settings.

Activities and societies: Olympiad participation in Mathematics and Biology; LaTeX, Photoshop, Canva, Excel, basic Python; clinical internships at Mbagathi Hospital and Kenyatta National Hospital.

Pursuing a Bachelor of Occupational Therapy with focus on neurological rehabilitation, pediatric therapy, and physical health; includes training in research design, data annotation, and clinical internships.

Pursuing a BSc in Occupational Therapy at JKUAT (in progress).

In-progress BSc in Occupational Therapy at JKUAT. Builds a human-centered analytical foundation applied to high-quality data annotation work.