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Subarna Rudra

Subarna Rudra

Data Analyst - Statistical Modeling and Simulation

USA flag
Ellicott City, Usa
$35.00/hrIntermediateOther

Key Skills

Software

Other

Top Subject Matter

No subject matter listed

Top Data Types

ImageImage

Top Label Types

Bounding Box
Emotion Recognition
Evaluation Rating
Fine Tuning
Function Calling
Object Detection
Question Answering

Freelancer Overview

I am an experienced data analyst and data annotator with a PhD and over 7 years of expertise in transforming complex, raw data into structured, actionable insights. My recent work includes hands-on experience training and evaluating large language models, where I created, labeled, and refined datasets to enhance model accuracy and ensure high data quality for AI applications. I have a strong command of Python, SQL, and Excel, and am skilled in applying detailed quality and safety guidelines to maintain clarity, consistency, and responsible AI behavior. My background in mathematical modeling and statistical analysis allows me to bring a rigorous, hypothesis-driven approach to data annotation and prompt evaluation, ensuring that AI systems are both accurate and aligned with intended outcomes. I am passionate about contributing to human-in-the-loop model training pipelines and thrive in dynamic environments where adaptability and precision are valued.

IntermediateEnglishBengali

Labeling Experience

Data Annotator

OtherImageObject Detection
1. Multimodal STEM reasoning style questions that stump state of the art thinking models. 2. GTFA reasoning style question that challenges the boundary of best LLM models. 3. STEM Rating on Outlier is back! Evaluate the quality of two model responses to an everyday user's request and the compare versus SOTA models.

1. Multimodal STEM reasoning style questions that stump state of the art thinking models. 2. GTFA reasoning style question that challenges the boundary of best LLM models. 3. STEM Rating on Outlier is back! Evaluate the quality of two model responses to an everyday user's request and the compare versus SOTA models.

2025

Education

H

Hongik University

Doctor of Philosophy, Materials Science and Engineering

Doctor of Philosophy
2017 - 2020
K

Konkuk University

Doctoral Researcher, Dye Sensitized Solar Cells

Doctoral Researcher
2010 - 2012

Work History

O

Outlier

Data Annotator

Ellicott City
2025 - Present
H

Hongik University

Postdoctoral Researcher

Seoul
2020 - 2024