Sheravin N.

Key Skills

Software

Data Annotation Tech

Micro1

Mindrift

Other

Don't disclose

Top Subject Matter

AI training datasets and technical/AI output evaluation

Domain-specific dataset curation and validation for AI model training

Legal Services & Contract Review

Top Data Types

Text

Document

Image

Top Task Types

Data Collection

Transcription

Classification

Evaluation/Rating

RLHF

Freelancer Overview

Freelance AI Training Contributor & Data Annotator (Remote). Core strengths include Other and Don't disclose. Education includes Diploma, Top-Tier Kenyan Medical Institution (2026). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Classification.

Labeling Experience

Freelance AI Output Evaluator - Freelance

ClassificationRLHF

Provided remote contributions to specialized data and AI workflow tracks for premium platforms, focusing on evaluation and alignment to project documentation. Ensured outputs met stringent requirements for factual accuracy, information consistency, and formatting guidelines. Applied strong logical reasoning and informational integrity practices to maintain high quality scores within tight deadlines. • Evaluated AI-generated outputs for semantic structure, logic patterns, and factual accuracy • Ensured strict adherence to documentation and labeling/alignment specifications • Managed high-stakes workflows under project time constraints • Delivered top-tier quality outcomes based on defined scoring criteria

2026 - Present

Freelance AI Training Contributor & Data Annotator (Remote)

Don't discloseText

Provided AI training contributions as a data annotator and evaluated AI-generated outputs for correctness and consistency with documentation. Reviewed complex logic patterns and semantic structures to ensure factual accuracy and adherence to strict formatting and style requirements. Completed high-stakes data workflow checks to support premium AI training tracks and quality scoring. • Evaluated AI outputs for factual accuracy, information consistency, and documentation alignment • Assessed logic patterns and semantic structure against reference materials • Ensured compliance with intricate formatting guidelines and project requirements • Delivered top-tier quality scores under tight deadlines

2026 - Present

Technical Data & Research Assistant - Freelance

Classification

Supported remote, contract-based technical data work by reviewing and validating domain-specific datasets for downstream model training. Organized and structured informational databases to align inputs with strict classification standards and style guidelines. Focused on data integrity, baseline quality metrics, and meticulous verification to ensure reliable dataset readiness. • Reviewed and validated datasets to confirm data integrity and quality metrics • Structured informational databases with precision and consistency • Ensured alignment to classification standards and style guidelines • Performed accuracy checks and dataset validation for training readiness

2024 - 2024

Technical Data & Research Assistant (Remote, Contract)

Don't discloseTextData Collection

Reviewed, structured, and validated domain-specific datasets to maintain high data integrity and baseline quality for advanced model training. Maintained informational databases with extreme precision while aligning inputs to strict classification standards and style guidelines. Supported technical research and data preparation activities that improve dataset readiness for AI training. • Validated domain-specific datasets for integrity and quality metrics • Structured datasets for reliable use in model training workflows • Maintained informational databases aligned with classification and style rules • Performed rigorous checks to ensure dataset suitability for downstream training

2024 - 2024

Education

Work History