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V

Vyuha Kalakota

Data Annotation Tech (Surge AI) – AI Model Training & Evaluation Specialist

INDIA flag
Hyderabad, India
$40.00/hrExpertSurge AIData Annotation TechLabelbox

Key Skills

Software

Surge AISurge AI
Data Annotation TechData Annotation Tech
LabelboxLabelbox

Top Subject Matter

AI/ML model training and evaluation
LLMs Domain Expertise - Engineering/Math
Multi language models

Top Data Types

TextText
ImageImage
DocumentDocument

Top Task Types

Data Collection
Evaluation Rating
Transcription
Red Teaming
RLHF
Text Summarization
Question Answering
Text Generation
Object Detection
Bounding Box
Segmentation
Classification
Function Calling

Freelancer Overview

Data Annotation Tech (Surge AI) – AI Model Training & Evaluation Specialist. Brings 7+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Surge AI. Education includes Master of Science, Wichita State University (2017). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

ExpertTeluguEnglish

Labeling Experience

Surge AI

Data Annotation Tech (Surge AI) – AI Model Training & Evaluation Specialist

Surge AIText
As an AI Model Training & Evaluation Specialist, I trained and improved AI/ML models by delivering high-quality annotated datasets for text and language tasks. I designed and implemented structured rubrics to assess AI outputs and facilitated detailed error analyses for quality improvements. My work included creating golden responses and performing comparative ranking to support reinforcement learning with human feedback (RLHF). • Evaluated AI-generated content for factual correctness, tone, bias, and instruction compliance. • Developed and adhered to annotation guidelines for consistency and scalability. • Contributed human feedback and corrections to improve LLM performance. • Reduced inconsistencies and enhanced dataset quality by applying standardized frameworks.

As an AI Model Training & Evaluation Specialist, I trained and improved AI/ML models by delivering high-quality annotated datasets for text and language tasks. I designed and implemented structured rubrics to assess AI outputs and facilitated detailed error analyses for quality improvements. My work included creating golden responses and performing comparative ranking to support reinforcement learning with human feedback (RLHF). • Evaluated AI-generated content for factual correctness, tone, bias, and instruction compliance. • Developed and adhered to annotation guidelines for consistency and scalability. • Contributed human feedback and corrections to improve LLM performance. • Reduced inconsistencies and enhanced dataset quality by applying standardized frameworks.

2025 - Present

Education

W

Wichita State University

Master of Science, Industrial Engineering

Master of Science
2016 - 2017
J

JNTU

Bachelors, Information Technology

Bachelors
2011 - 2015

Work History

E

Edwards Lifesciences

Specialist – Quality Engineering, Compliance Supply Chain

Irvine
2024 - 2024
B

Biosense Webster

Supplier Quality Engineer

Irvine
2021 - 2024