Binamra K.

Key Skills

Software

Other

Top Subject Matter

AI conversation

language models

audio modeling

Top Data Types

Video

Image

Text

Audio

Top Task Types

Audio Recording

RLHF

Freelancer Overview

AI Data Annotator & Response Evaluator. Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal, Proprietary Tooling, and Other. Education includes Bachelor of Science, University of Connecticut (2024). AI-training focus includes data types such as Text and Audio and labeling workflows including Evaluation, Rating, and Audio Recording.

Labeling Experience

Freelance AI Trainer (Voice & Workflow Evaluation)

OtherAudioAudio Recording

Working as a Freelance AI Trainer at OpenTrain AI, I was selected for live projects focused on native-U.S. English voice testing and AI-driven app evaluation. I provided audio data and written user experience feedback for application flow improvements. My work supported voice AI model fine-tuning and validation of digital workflow AI systems. • Completed native-U.S. English voice recording tasks. • Supplied UX-focused written feedback for consumer finance and general apps. • Evaluated effectiveness of AI-driven application flows in real-world tasks. • Supported cross-functional teams in platform usability and voice processing.

2026 - Present

AI Data Annotator & Response Evaluator

Text

As an AI Data Annotator and Response Evaluator at Handshake AI, I systematically scored LLM-generated responses and contributed to voice-model training projects. I consistently applied structured rubrics to assess clarity, correctness, and human-likeness and participated in audio/video data collection. My responsibilities also included prompt creation and evaluation for model improvement. • Evaluated and ranked AI outputs for reasoning, instruction-following, and multimodal tasks. • Provided original conversational audio and video samples per quality guidelines. • Composed prompts, rationales, and structured feedback for fine-tuning language models. • Gained hands-on experience with image-editing evaluation workflows.

2025 - Present

Video Call Data Contributor & AI Data Annotation / Evaluation

OtherAudioAudio Recording

Worked as a data contributor and annotator for an AI communication model training project. Recorded conversational video and audio, and labeled AI-generated language and reasoning tasks to train large language models. Evaluated logical consistency and clarity in prompts and responses, providing feedback to enhance AI accuracy. • Followed project-specific recording and labeling guidelines for quality control. • Analyzed AI responses and selected optimal completions for model training. • Contributed structured feedback to improve communication model outputs. • Maintained high quality standards on a remote, distributed team.

2025 - Present

Education

Work History