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Rugvedh Vaidya

Rugvedh Vaidya

AI Data Annotation Specialist - Medical Imaging and URL Detection

USA flag
Leander, Usa
$45.00/hrEntry LevelInternal Proprietary ToolingOther

Key Skills

Software

Internal/Proprietary Tooling
Other

Top Subject Matter

No subject matter listed

Top Data Types

Computer Code ProgrammingComputer Code Programming
ImageImage
TextText
VideoVideo

Top Label Types

Classification
Computer Programming Coding
Prompt Response Writing SFT
Question Answering
Segmentation
Text Summarization

Freelancer Overview

I am a detail-oriented AI specialist with hands-on experience in data labeling, annotation, and quality validation for large-scale datasets in domains such as medical imaging and cybersecurity. My background includes annotating complex brain tumor MRI datasets, developing automated Python pipelines for batch inference and annotation checks, and building high-accuracy malicious URL detection datasets. I am proficient in Python, Pandas, Jupyter Notebook, and TensorFlow, and have experience using tools like 3D Slicer and ImageJ for data visualization and validation. I excel at following precise protocols to ensure dataset consistency and accuracy, and have contributed to the development and evaluation of machine learning models in both academic and industry settings. My goal is to support advanced AI model training by delivering reliable, high-quality data annotation and organization.

Entry LevelEnglishHindiTelugu

Labeling Experience

Software Engineer

OtherComputer Code ProgrammingComputer Programming CodingPrompt Response Writing SFT
Model Deployment: Collaborated on a Project initiative at Handshake AI to develop and deploy production-grade deep learning models for high-impact enterprise applications. Infrastructure & Scale: Optimized model training pipelines and data acquisition strategies, transitioning complex research into functional, scalable AI features. Agile Collaboration: Managed codebases within private GitHub environments, maintaining best practices in version control and collaborative software development.

Model Deployment: Collaborated on a Project initiative at Handshake AI to develop and deploy production-grade deep learning models for high-impact enterprise applications. Infrastructure & Scale: Optimized model training pipelines and data acquisition strategies, transitioning complex research into functional, scalable AI features. Agile Collaboration: Managed codebases within private GitHub environments, maintaining best practices in version control and collaborative software development.

2025

Data Annotator

Internal Proprietary ToolingComputer Code ProgrammingClassificationQuestion Answering
Multimodal RLHF: Contributed to Reinforcement Learning from Human Feedback (RLHF) pipelines to refine the visual reasoning and language capabilities of multimodal LLMs. Data Alignment: Performed comparative analysis on model-generated video and image descriptions to ensure high-fidelity alignment between visual inputs and text. Visual QA: Identified subtle artifacts and semantic mismatches in complex visual data, providing high-quality ground-truth labels for model fine-tuning. Prompt Engineering: Developed conversational scripts to test the contextual understanding of AI agents in response to short-form video content.

Multimodal RLHF: Contributed to Reinforcement Learning from Human Feedback (RLHF) pipelines to refine the visual reasoning and language capabilities of multimodal LLMs. Data Alignment: Performed comparative analysis on model-generated video and image descriptions to ensure high-fidelity alignment between visual inputs and text. Visual QA: Identified subtle artifacts and semantic mismatches in complex visual data, providing high-quality ground-truth labels for model fine-tuning. Prompt Engineering: Developed conversational scripts to test the contextual understanding of AI agents in response to short-form video content.

2025

Education

B

Binghamton University, State University of New York, School of Computing

Master of Science, Computer Science - Artificial Intelligence

Master of Science
2023 - 2025

Work History

B

Binghamton University

Research Assistant

Binghamton
2024 - Present
I

Indian Institute of Information Technology

Research Intern – Machine Learning

Sri City
2023 - 2023