Nibedita Bisoyi AI Content Writer | AI Trainer | Multilingual Transcriber &

Image Data Annotation & Tagging Specialist

iMerit

Nov 2025 - Current (1 year)

Perform image tagging, object labeling, and classification for computer vision models. Annotate large-scale visual datasets for detection, recognition, and contextual understanding. Maintain high accuracy and consistency across production workflows. Review and validate annotation quality for training-grade datasets. Support enterprise-level AI and machine learning systems.

AI Data Trainer

Invisible Technologies

Aug 2025 - Current (1 year 3 months)

Evaluate and score AI model outputs for accuracy, safety, reasoning, and bias. Perform prompt-response validation and structured feedback for LLM training. Detect hallucinations, policy violations, and logical errors in AI responses. Generate and refine prompts to improve model alignment and output quality. Conduct multilingual evaluation in English, Hindi, and Odia. Contribute to reinforcement learning and supervised fine-tuning pipelines.

Business Data Analyst – AI & Data Annotation

turing

Jul 2025 - Current (1 year 4 months)

Analyze and structure datasets for machine learning and generative AI workflows. Perform prompt evaluation, AI content writing, and linguistic QA. Execute data annotation, transcription, classification, and review tasks. Identify output patterns to improve model behavior and relevance. Collaborate with engineering teams to improve dataset quality and efficiency.

Language AI Expert & Data Annotator

Appen

Jan 2023 - Current (3 years 10 months)

Annotate image, video, and text datasets for AI training. Review AI-generated responses for fluency, correctness, and cultural relevance. Support NLP and LLM fine-tuning through supervised evaluation. Perform Instagram tagging and social-media content classification.

AI Trainer & Prompt Specialist

Outlier

Jan 2023 - Jan 2025 (2 years 1 month)

Designed and generated high-quality prompts for AI models across Mathematics, Science, Law, and Humanities. Evaluated and reviewed AI-generated responses for logical accuracy, factual correctness, and instruction-following. Performed chain-of-thought validation, error detection, and quality scoring for large language models. Labeled, ranked, and refined model outputs to support supervised fine-tuning and reinforcement learning. Identified hallucinations, bias, and safety risks in AI responses and provided corrective feedback. Contributed to improving reasoning depth, language quality, and domain accuracy of production AI systems.

Nibedita Bisoyi

About

Detail

Timeline

Résumé

Nibedita Bisoyi

About

Detail

Behavioral traits