Danthinada Achyutanarayana

Key Skills

Software

Telus

Remotasks

Appen

Top Subject Matter

Large Language Models (LLMs)

AI Outputs and Data annotation

Biomedical Content

Top Data Types

Text

Document

Medical Dicom

Top Task Types

Prompt + Response Writing (SFT)

Data Collection

Text Generation

RLHF

Evaluation/Rating

Text Summarization

Question Answering

Freelancer Overview

AI Data Partner. Education includes Bachelor of Pharmacy, Jawaharlal Nehru Technological University, Kakinada. AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating. AI Data Evaluator with hands-on experience reviewing, ranking, and refining large language model (LLM) outputs across reasoning, coding logic, and factual accuracy tasks. Proven ability to identify hallucinations, logical inconsistencies, and instruction violations while delivering structured, guideline-compliant feedback to support reinforcement learning workflows. Experienced in remote, high-accuracy evaluation environments with strong written English and analytical precision.

Labeling Experience

AI Data Partner

TelusTextPrompt Response Writing SFT

In this role, I evaluated large volumes of AI-generated outputs for correctness, coherence, and logical validity against stringent quality guidelines. I ranked multiple large language model (LLM) responses, identifying and documenting hallucinations, factual inaccuracies, and instruction violations. My structured, actionable feedback directly informed reinforcement learning workflows to enhance model performance. • Ensured high consistency and accuracy in all evaluation tasks. • Delivered feedback suitable for reinforcement learning with human feedback (RLHF) pipelines. • Adhered to remote work protocols and strict turnaround times. • Actively contributed to improving model instruction adherence and output quality.

In this role, I evaluated large volumes of AI-generated outputs for correctness, coherence, and logical validity against stringent quality guidelines. I ranked multiple large language model (LLM) responses, identifying and documenting hallucinations, factual inaccuracies, and instruction violations. My structured, actionable feedback directly informed reinforcement learning workflows to enhance model performance. • Ensured high consistency and accuracy in all evaluation tasks. • Delivered feedback suitable for reinforcement learning with human feedback (RLHF) pipelines. • Adhered to remote work protocols and strict turnaround times. • Actively contributed to improving model instruction adherence and output quality.

2024 - Present

AI Data Evaluator – LLM Projects (Freelance)

RemotasksTextPrompt Response Writing SFT

As an AI Data Evaluator, I reviewed and annotated AI-generated responses for logical, factual, and domain-specific accuracy. I assigned quality scores and suggested targeted improvements to support LLM model fine-tuning. My responsibilities included performing structured evaluations according to detailed task guidelines and writing clear justifications for decision-making. • Worked across multiple LLM task types requiring complex guideline interpretation. • Delivered structured, written feedback under tight deadlines. • Helped refine the accuracy and usability of biomedical and general-purpose AI models. • Maintained strong performance through independent, remote work.

As an AI Data Evaluator, I reviewed and annotated AI-generated responses for logical, factual, and domain-specific accuracy. I assigned quality scores and suggested targeted improvements to support LLM model fine-tuning. My responsibilities included performing structured evaluations according to detailed task guidelines and writing clear justifications for decision-making. • Worked across multiple LLM task types requiring complex guideline interpretation. • Delivered structured, written feedback under tight deadlines. • Helped refine the accuracy and usability of biomedical and general-purpose AI models. • Maintained strong performance through independent, remote work.

2023 - 2024

Education

Work History