Elon Tai

Key Skills

Software

CVAT

LabelImg

Label Studio

Top Subject Matter

No subject matter listed

Top Data Types

Geospatial Tiled Imagery

Image

Medical Dicom

Video

Top Label Types

Bounding Box

Classification

Object Detection

Polygon

Segmentation

Freelancer Overview

I am a senior machine learning engineer with extensive experience designing and deploying AI solutions that rely on high-quality data labeling and annotation, particularly in computer vision and NLP domains. My work has spanned medical imaging, healthcare chatbots, and document analysis, where I have collaborated with experts to develop and refine expert-labeled datasets for detection, classification, segmentation, and anomaly detection using models like YOLO, ResNet, U-Net, and advanced LLMs. I have hands-on expertise in building and fine-tuning training data pipelines, integrating semantic search with vector databases such as Pinecone and FAISS, and ensuring robust data preprocessing and augmentation. My proficiency with tools like OpenCV, PaddleOCR, PyTorch, TensorFlow, and cloud platforms (AWS, Azure) enables me to deliver reliable AI solutions that depend on accurate and well-annotated data. I am committed to quality, collaboration, and continuous improvement in all aspects of AI data preparation and model training.

Labeling Experience

LPR

LabelimgImageBounding Box

ALPR system to recognize plate number, vehicle make, model year , type and color

ALPR system to recognize plate number, vehicle make, model year , type and color

2019 - 2025

Education

Work History