Vikram Aditya

Key Skills

Software

Scale AI

Appen

Top Subject Matter

No subject matter listed

Top Data Types

Text

Top Label Types

Fine Tuning

Freelancer Overview

I am an experienced AI Data Trainer with a strong background in data labeling, annotation, and training dataset development for machine learning models. At Outlier and Appen, I have led efforts to create high-quality training data, refine annotation guidelines, and validate outputs to ensure model accuracy and consistency. My expertise includes statistical modeling, user feedback analysis, and optimizing data pipelines for natural language processing projects. I am adept at collaborating within teams, maintaining data integrity, and leveraging digital tools to enhance AI performance. My ongoing graduate studies in data science further strengthen my technical foundation and commitment to delivering reliable, impactful AI solutions.

Labeling Experience

AI Data Trainer

Scale AITextFine Tuning

As an AI Data Trainer at Outlier, I developed training datasets for machine learning algorithms and AI models. I conducted data annotation and validation to ensure consistency in training outputs. I played a crucial role in analyzing user feedback to refine AI training processes. • Developed datasets for machine learning.• Ensured consistency through data annotation.• Analyzed user feedback for process refinement.• Enhanced model performance with quality training.

As an AI Data Trainer at Outlier, I developed training datasets for machine learning algorithms and AI models. I conducted data annotation and validation to ensure consistency in training outputs. I played a crucial role in analyzing user feedback to refine AI training processes. • Developed datasets for machine learning.• Ensured consistency through data annotation.• Analyzed user feedback for process refinement.• Enhanced model performance with quality training.

2025

AI Trainer

AppenTextFine Tuning

During my tenure as an AI Trainer at Appen, I utilized statistical analysis tools to extract patterns and drive algorithm adjustments. I played a pivotal role in improving search quality through data synthesis techniques. Annotation guidelines were refined and data pipelines optimized to enhance natural language models. • Extracted patterns for algorithm adjustments.• Improved search quality with data synthesis.• Refined annotation guidelines for consistency.• Enhanced NLP model precision.

During my tenure as an AI Trainer at Appen, I utilized statistical analysis tools to extract patterns and drive algorithm adjustments. I played a pivotal role in improving search quality through data synthesis techniques. Annotation guidelines were refined and data pipelines optimized to enhance natural language models. • Extracted patterns for algorithm adjustments.• Improved search quality with data synthesis.• Refined annotation guidelines for consistency.• Enhanced NLP model precision.

2022 - 2025

Education

Work History