Goodness I.

Key Skills

Software

CVAT

Doccano

Labelbox

Img Lab

Top Subject Matter

Biochemistry / biological research data QA and labeling

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Text

Document

Image

Top Task Types

Classification

Object Detection

Text Summarization

Question Answering

Prompt + Response Writing (SFT)

Data Collection

Transcription

Text Generation

Entity (NER) Classification

RLHF

Evaluation/Rating

Freelancer Overview

Research Data Analyst (Academic Project) — research data labeling, categorization, and QA checks. Core strengths include extensive experience in experimental design, data analysis, and technical report drafting. Recently completed a comprehensive research project investigating Drosophila melanogaster as a model for Colorectal Cancer, involving systematic literature reviews, biochemical oxidative stress assays, and detailed longitudinal data tracking. Education includes Bachelor of Science in Biochemistry. AI-training focus includes data types such as Text and labeling workflows including Classification.

Labeling Experience

Research Data Analyst (Academic Project) — research data labeling, categorization, and QA checks

TextClassification

Worked as a Research Data Analyst (Academic Project) performing multi-stage quality checks before final submission, mirroring QA in AI training. Categorized and labeled biological research metrics (e.g., "oxidative stress" outcomes) according to experimental results using strict logical standards. Ensured accurate entry and categorization of dataset records with a focus on guideline adherence and validation. • Data labeling focus on classification/categorization of research metrics • QA and multi-stage validation to resolve discrepancies • Strict interpretation of project specifications and style guides • Dataset cleaning and reliability improvement prior to reporting

2023 - 2024

Education

Work History