Harini Veludandi

Key Skills

Software

OpenCV AI Kit (OAK)

Telus

Top Subject Matter

LLM Evaluation and AI-generated Content Validation

Top Data Types

Audio

Document

Image

Text

Video

Top Task Types

Audio Recording

Bounding Box

Entity (NER) Classification

Question Answering

Text Generation

Freelancer Overview

AI / LLM Analyst, Innodata. Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

Analyst-AI/LLM

Opencv AI Kit OakImageBounding BoxPoint Key Point

Performed high-quality data annotation and text evaluation in accordance with project- specific guidelines to support Large Language Model (LLM) training. • Ensured accuracy, consistency, and contextual relevance of annotated datasets used in AI/ ML pipelines. Reviewed, validated, and refined AI-generated content for grammatical accuracy, semantic correctness, and contextual alignment. • Followed strict quality assurance protocols, confidentiality requirements, and delivery timelines. Collaborated with team members to provide feedback, resolve annotation issues, and contribute to continuous process improvement

Performed high-quality data annotation and text evaluation in accordance with project- specific guidelines to support Large Language Model (LLM) training. • Ensured accuracy, consistency, and contextual relevance of annotated datasets used in AI/ ML pipelines. Reviewed, validated, and refined AI-generated content for grammatical accuracy, semantic correctness, and contextual alignment. • Followed strict quality assurance protocols, confidentiality requirements, and delivery timelines. Collaborated with team members to provide feedback, resolve annotation issues, and contribute to continuous process improvement

2025

AI / LLM Analyst, Innodata

Text

I performed annotation and evaluation of large language model (LLM) outputs for correctness, clarity, and contextual accuracy. I ensured logical consistency, semantic correctness, and high technical quality of AI-generated responses according to structured guidelines. My work was critical to maintaining quality datasets for further LLM development and improvement. • Applied structured evaluation criteria to data labeling workflows. • Reviewed and validated AI-generated text outputs for quality and accuracy. • Collaborated with team members to suggest improvements and refine annotation protocols. • Adhered to strict quality assurance, confidentiality, and project deadlines.

I performed annotation and evaluation of large language model (LLM) outputs for correctness, clarity, and contextual accuracy. I ensured logical consistency, semantic correctness, and high technical quality of AI-generated responses according to structured guidelines. My work was critical to maintaining quality datasets for further LLM development and improvement. • Applied structured evaluation criteria to data labeling workflows. • Reviewed and validated AI-generated text outputs for quality and accuracy. • Collaborated with team members to suggest improvements and refine annotation protocols. • Adhered to strict quality assurance, confidentiality, and project deadlines.

2024 - Present

Education

Work History