Key Skills

Software

Img Lab

Top Subject Matter

Interpretable Deep Learning Models

Metagenomical Analysis and Mapping

Web Scraping

Top Data Types

Computer Code Programming

Image

Medical Dicom

Top Task Types

Classification

Computer Programming Coding

Data Collection

Freelancer Overview

I bring a solid foundation in AI training and data labeling, with extensive experience in building and refining data pipelines and developing models for complex datasets. My work includes hands-on expertise in annotating and preparing high-dimensional single-cell data, where I employed advanced preprocessing and labeling techniques to optimize model training and improve prediction accuracy. During my time at the DKFZ, I developed a robust analysis pipeline to detect methylation patterns in Nanopore sequencing data, streamlining labeling processes to facilitate precise classification and visualization. With a background in Bioinformatics and proficiency in Python, SQL, and machine learning frameworks, I excel at enhancing data quality and ensuring accuracy across datasets. My focus on continuous improvement has equipped me with valuable skills in both data engineering and model optimization, allowing me to deliver high-quality labeled data tailored to AI applications.

Labeling Experience

Education

Work History