Evans Njoka

Key Skills

Software

Scale AI

Remotasks

Top Subject Matter

Biology Domain Expertise

Molecular Pathways

Physiology Domain Expertise

Top Data Types

Text

Document

Top Task Types

Prompt + Response Writing (SFT)

Freelancer Overview

AI Biology Trainer / Content Specialist (Freelance/Contract). Brings 11+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Scale AI, Outlier AI, and Don't disclose. Education includes Bachelor of Science, University of Kansas (2018). AI-training focus includes data types such as Text and labeling workflows including Prompt + Response Writing (SFT), Evaluation, and Rating.

Labeling Experience

AI Biology Content Reviewer & Fact-Checker

Don T DiscloseText

I reviewed and fact-checked AI-generated biology articles and long-form explainers for a scientific content platform, focusing on complex subjects like signal transduction and immunology. My analysis identified and corrected factual errors, substantially reducing the error rate in AI outputs. I emphasized academic writing standards and conceptual reliability in all reviewed materials. • Evaluated AI-generated articles for scientific accuracy at the C1+ English level. • Corrected misconceptions and improved clarity in long-form biology explanations. • Contributed to enhanced factual reliability in published AI science content. • Focused on high-impact subject areas within cellular biology and biochemistry.

I reviewed and fact-checked AI-generated biology articles and long-form explainers for a scientific content platform, focusing on complex subjects like signal transduction and immunology. My analysis identified and corrected factual errors, substantially reducing the error rate in AI outputs. I emphasized academic writing standards and conceptual reliability in all reviewed materials. • Evaluated AI-generated articles for scientific accuracy at the C1+ English level. • Corrected misconceptions and improved clarity in long-form biology explanations. • Contributed to enhanced factual reliability in published AI science content. • Focused on high-impact subject areas within cellular biology and biochemistry.

2024 - Present

AI Biology Training Dataset Contributor

TextPrompt Response Writing SFT

I authored scientifically validated biology prompts and model-ready responses across molecular biology, genetics, and human physiology domains as part of AI biology training dataset development. I ensured all biology content was cross-checked with peer-reviewed sources for factual and conceptual accuracy prior to submission. My work directly contributed to robust training data for improving the reasoning capabilities of large language models in life sciences. • Specialized in creating and validating biology questions and answer pairs for LLM supervision. • Focused on dataset quality assurance through rigorous scientific review and correction. • Contributed directly to Outlier AI's life-science model training pipeline. • Ensured data diversity by covering a range of complex biological mechanisms and topics.

I authored scientifically validated biology prompts and model-ready responses across molecular biology, genetics, and human physiology domains as part of AI biology training dataset development. I ensured all biology content was cross-checked with peer-reviewed sources for factual and conceptual accuracy prior to submission. My work directly contributed to robust training data for improving the reasoning capabilities of large language models in life sciences. • Specialized in creating and validating biology questions and answer pairs for LLM supervision. • Focused on dataset quality assurance through rigorous scientific review and correction. • Contributed directly to Outlier AI's life-science model training pipeline. • Ensured data diversity by covering a range of complex biological mechanisms and topics.

2022 - Present

AI Biology Trainer / Content Specialist (Freelance/Contract)

Scale AITextPrompt Response Writing SFT

I authored hundreds of scientifically precise biology prompts and model-ready responses to train and test large language models in molecular biology, physiology, and biochemistry. I evaluated, ranked, and improved AI-generated biology content for accuracy, conceptual depth, and quality. I provided structured feedback following RLHF guidelines to enhance AI models' biological reasoning and factual reliability. • Developed AI training data for biology using prompt engineering and subject-matter expertise. • Performed RLHF annotation, ranking, and correction for model-generated biology outputs. • Cross-referenced all data against peer-reviewed literature prior to dataset submission. • Maintained high-quality output standards as an external AI trainer for Scale AI, Outlier, and other data annotation projects.

I authored hundreds of scientifically precise biology prompts and model-ready responses to train and test large language models in molecular biology, physiology, and biochemistry. I evaluated, ranked, and improved AI-generated biology content for accuracy, conceptual depth, and quality. I provided structured feedback following RLHF guidelines to enhance AI models' biological reasoning and factual reliability. • Developed AI training data for biology using prompt engineering and subject-matter expertise. • Performed RLHF annotation, ranking, and correction for model-generated biology outputs. • Cross-referenced all data against peer-reviewed literature prior to dataset submission. • Maintained high-quality output standards as an external AI trainer for Scale AI, Outlier, and other data annotation projects.

2018 - Present

Education

Work History