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Pavan Kumar Kadaru

Pavan Kumar Kadaru

AI Data Trainer & Code Evaluator (Project Aether)

India flagHyderabad, India
ExpertOther

Key Skills

Software

Other

Top Subject Matter

Large Language Models (LLMs)
Code Evaluation
Prompt Engineering

Top Data Types

TextText
AudioAudio
VideoVideo

Top Task Types

RLHFRLHF
MappingMapping
Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)
ClassificationClassification

Freelancer Overview

AI Data Trainer & Code Evaluator (Project Aether). Brings 1+ 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 Technology, CMR Institute Of Technology (2025) and Intermediate Education Certificate, Sri Gayathri Junior College (2021). AI-training focus includes data types such as Text, Geospatial, and Tiled Imagery and labeling workflows including RLHF, Mapping, and Prompt + Response Writing (SFT).

Expert

Labeling Experience

Mapping Associate

Mapping
As a Mapping Associate at Wipro, I analyzed and annotated complex spatial, geographic, and visual data for digital navigation systems. I labeled geographic features and visual data to support the training and refinement of mapping models. My responsibilities included maintaining quality standards and performing continuous QA on annotated datasets. • Annotated geospatial imagery and mapped physical features • Labeled geographic data for navigation algorithm training • Conducted QA checks to identify data anomalies • Adhered to detailed project guidelines for accuracy

As a Mapping Associate at Wipro, I analyzed and annotated complex spatial, geographic, and visual data for digital navigation systems. I labeled geographic features and visual data to support the training and refinement of mapping models. My responsibilities included maintaining quality standards and performing continuous QA on annotated datasets. • Annotated geospatial imagery and mapped physical features • Labeled geographic data for navigation algorithm training • Conducted QA checks to identify data anomalies • Adhered to detailed project guidelines for accuracy

2025 - Present

AI Media Specialist & Audio Engineer

OtherAudioPrompt Response Writing SFT
As an AI Media Specialist & Audio Engineer, I architected advanced prompts for text-to-audio and text-to-video generative AI models. I processed, mastered, and QA'd professional audio datasets, meeting strict technical requirements. My work demonstrated expertise in evaluating and refining AI-generated cinematic media outputs. • Designed prompts for generative AI audio/video models • Labeled and mastered audio data for machine learning training • Evaluated AI-generated media for quality and context accuracy • Ensured compliance with industry audio standards (ACX)

As an AI Media Specialist & Audio Engineer, I architected advanced prompts for text-to-audio and text-to-video generative AI models. I processed, mastered, and QA'd professional audio datasets, meeting strict technical requirements. My work demonstrated expertise in evaluating and refining AI-generated cinematic media outputs. • Designed prompts for generative AI audio/video models • Labeled and mastered audio data for machine learning training • Evaluated AI-generated media for quality and context accuracy • Ensured compliance with industry audio standards (ACX)

Present

AI Data Trainer & Code Evaluator (Project Aether)

TextRLHF
As an AI Data Trainer & Code Evaluator on Project Aether at Outlier AI, I executed Supervised Fine-Tuning (SFT) and Reinforcement Learning from Human Feedback (RLHF) on advanced large language models. My work included evaluating, ranking, and critiquing AI-generated responses for factual accuracy, logical reasoning, and code quality. I leveraged my programming skills to test, debug, and rewrite AI-generated code, ensuring high-quality data for model training. • Conducted RLHF and SFT workflows for LLM training • Evaluated model responses for factual and logical correctness • Debugged and tested AI-generated programming solutions • Ensured adherence to prompt constraints and code standards

As an AI Data Trainer & Code Evaluator on Project Aether at Outlier AI, I executed Supervised Fine-Tuning (SFT) and Reinforcement Learning from Human Feedback (RLHF) on advanced large language models. My work included evaluating, ranking, and critiquing AI-generated responses for factual accuracy, logical reasoning, and code quality. I leveraged my programming skills to test, debug, and rewrite AI-generated code, ensuring high-quality data for model training. • Conducted RLHF and SFT workflows for LLM training • Evaluated model responses for factual and logical correctness • Debugged and tested AI-generated programming solutions • Ensured adherence to prompt constraints and code standards

Present

Fake News Detection Model (ML + NLP)

OtherTextClassification
In my Fake News Detection Model project, I manually reviewed, cleaned, and labeled textual datasets to establish ground-truth for model training. I developed an ML model leveraging TF-IDF and Logistic Regression to classify news articles. I deployed the model for real-time predictions after rigorous data preprocessing and validation. • Performed manual text annotation for truth labeling • Implemented text classification pipelines for ML training • Validated model performance against labeled data • Managed data cleaning and preprocessing workflows

In my Fake News Detection Model project, I manually reviewed, cleaned, and labeled textual datasets to establish ground-truth for model training. I developed an ML model leveraging TF-IDF and Logistic Regression to classify news articles. I deployed the model for real-time predictions after rigorous data preprocessing and validation. • Performed manual text annotation for truth labeling • Implemented text classification pipelines for ML training • Validated model performance against labeled data • Managed data cleaning and preprocessing workflows

2023

Education

C

CMR Institute Of Technology

Bachelor of Technology, Electronics and Communication Engineering

Bachelor of Technology
2021 - 2025
S

Sri Gayathri Junior College

Intermediate Education Certificate, Mathematics, Physics and Chemistry

Intermediate Education Certificate
2019 - 2021

Work History

A

AICTE

Cloud Architecture Intern

Hyderabad
2023 - 2023