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Oruganti Ganesh

Oruganti Ganesh

Data Analyst – AI/LLM

India flagHyderabad, India
$8.00/hrIntermediateInternal Proprietary ToolingAws SagemakerImerit

Key Skills

Software

Internal/Proprietary Tooling
AWS SageMakerAWS SageMaker
iMeritiMerit

Top Subject Matter

Large Language Models
Natural Language Processing
AI Model Training

Top Data Types

TextText
ImageImage
Computer Code ProgrammingComputer Code Programming

Top Task Types

ClassificationClassification
Text SummarizationText Summarization
Computer Programming/CodingComputer Programming/Coding
Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)
TranscriptionTranscription
Evaluation/RatingEvaluation/Rating
Text GenerationText Generation
Data CollectionData Collection
Question AnsweringQuestion Answering
Object DetectionObject Detection
SegmentationSegmentation
Bounding BoxBounding Box
Fine-tuningFine-tuning
Function CallingFunction Calling
Point/Key PointPoint/Key Point

Freelancer Overview

Data Analyst with 1+ years of experience working on AI and LLM-related projects, specializing in data annotation, quality evaluation, research workflows, and AI training support. Experienced in handling text-based datasets, classification tasks, prompt evaluation, response assessment, and working with internal proprietary tools to improve data quality and model performance. Strong understanding of analytical thinking, attention to detail, and maintaining high accuracy standards in fast-paced project environments. Completed a Bachelor of Technology from KL University in 2025. Skilled in AI training data workflows, content evaluation, data labeling, and process optimization. Known for adaptability, problem-solving, and the ability to collaborate effectively across teams while delivering consistent, high-quality results for AI and machine learning initiatives.

IntermediateEnglishHindiTeluguJapanese

Labeling Experience

Consultant - Image Quality Rater

ImageSegmentation
Worked as a Consultant - Image Quality Rater on AI training and computer vision projects involving large-scale image annotation and quality assessment workflows. Responsible for reviewing, labeling, and validating image datasets to improve machine learning model accuracy and performance. Performed segmentation-related annotation tasks, image quality evaluation, classification checks, and data verification using proprietary annotation tools and workflow systems. Handled high-volume datasets while maintaining strict quality standards, accuracy benchmarks, and project guidelines. Collaborated with QA teams and project managers to ensure consistency, precision, and timely delivery of annotated data. Contributed to improving AI model training pipelines through detailed error detection, guideline adherence, and continuous feedback implementation across diverse image datasets.

Worked as a Consultant - Image Quality Rater on AI training and computer vision projects involving large-scale image annotation and quality assessment workflows. Responsible for reviewing, labeling, and validating image datasets to improve machine learning model accuracy and performance. Performed segmentation-related annotation tasks, image quality evaluation, classification checks, and data verification using proprietary annotation tools and workflow systems. Handled high-volume datasets while maintaining strict quality standards, accuracy benchmarks, and project guidelines. Collaborated with QA teams and project managers to ensure consistency, precision, and timely delivery of annotated data. Contributed to improving AI model training pipelines through detailed error detection, guideline adherence, and continuous feedback implementation across diverse image datasets.

2026 - Present

Data Analyst – AI/LLM

TextClassification
As a Data Analyst in AI/LLM, I created, annotated, and validated high-quality datasets for NLP tasks targeting Large Language Model training and evaluation. My work required a rigorous approach to prompt engineering, response optimization, data annotation, and error analysis. I collaborated closely with AI research and engineering teams to ensure all data strategies aligned with project objectives and responsible AI standards. • Labeled and classified data for tasks including classification, summarization, and instruction-following. • Designed and refined prompts to optimize contextual reasoning, consistency, and model accuracy. • Conducted detailed error analysis and quality audits to identify model gaps and reduce hallucinations. • Ensured meticulous data validation and adherence to established data quality protocols.

As a Data Analyst in AI/LLM, I created, annotated, and validated high-quality datasets for NLP tasks targeting Large Language Model training and evaluation. My work required a rigorous approach to prompt engineering, response optimization, data annotation, and error analysis. I collaborated closely with AI research and engineering teams to ensure all data strategies aligned with project objectives and responsible AI standards. • Labeled and classified data for tasks including classification, summarization, and instruction-following. • Designed and refined prompts to optimize contextual reasoning, consistency, and model accuracy. • Conducted detailed error analysis and quality audits to identify model gaps and reduce hallucinations. • Ensured meticulous data validation and adherence to established data quality protocols.

2025 - Present

Education

K

KL University

Bachelor of Technology, Artificial Intelligence and Data Science

Bachelor of Technology
2021 - 2025

Work History

S

Segura Invendors Private Ltd

Backend Developer

Vijayawada
2025 - 2025