Nymisha D.

Key Skills

Software

Other

Remotasks

AWS SageMaker

Data Annotation Tech

Micro1

Mindrift

OpenCV AI Kit (OAK)

Scale AI

Internal/Proprietary Tooling

Top Subject Matter

AI content evaluation and quality assurance

AI model training and content quality review

AI-enabled education platform workflows

Top Data Types

Text

Computer Code Programming

Image

Top Task Types

Bounding Box

Polygon

Segmentation

Classification

Object Detection

Text Generation

Question Answering

Text Summarization

Fine-tuning

Transcription

Evaluation/Rating

Computer Programming/Coding

Data Collection

Prompt + Response Writing (SFT)

Freelancer Overview

AI Trainer / AI Quality Specialist (Freelance) at Outlier. Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other, Remotasks, and Internal. Education includes Bachelor of Engineering, Maturi Venkata Subba Rao Engineering College (2022) and Certificate, Cisco Networking Academy. AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

Co-Founder & CTO at Poditivity

Text

Developed technology initiatives for an AI-driven educational platform, including workflow design to improve scalability and quality. Implemented practical solutions derived from business requirements in collaboration with product stakeholders. Optimized processes to support reliable, scalable delivery of AI-enabled educational capabilities. • Designed workflows for scalable AI-enabled solutions • Implemented requirements-driven technology changes • Collaborated with technical and operational teams • Improved processes supporting product growth

2024 - Present

AI Trainer / AI Quality Specialist (Freelance) at Outlier

OtherText

Evaluated and improved AI-generated responses for quality, accuracy, and relevance to project guidelines. Reviewed model outputs to ensure they met defined quality standards and task requirements. Produced structured feedback to support downstream model improvement and content evaluation workflows. • Assessed responses against rubric-based guidelines • Validated outputs for correctness and relevance • Wrote actionable feedback for model tuning • Performed content evaluation and analytical tasks

2024 - Present

AI Training Contributor (Freelance) at Remotasks

RemotasksText

Contributed to training and testing AI models through structured evaluation tasks. Completed data annotation and performed content quality review as part of remote project-based assignments. Ensured consistent task execution while maintaining required quality standards. • Performed data annotation for AI training datasets • Reviewed content for quality and guideline adherence • Completed structured evaluation/test tasks • Worked independently in remote assignments

2023 - 2024

Education

Work History