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S
Sai K.

Sai K.

AI Data Trainer & Annotator - Large Language Models

India flagHyderabad , India

Key Skills

Software

AWS SageMakerAWS SageMaker

Top Subject Matter

No subject matter listed

Top Data Types

AudioAudio
Geospatial Tiled ImageryGeospatial Tiled Imagery
ImageImage
TextText
VideoVideo

Top Task Types

Action RecognitionAction Recognition
Audio RecordingAudio Recording
Bounding BoxBounding Box
ClassificationClassification
Emotion RecognitionEmotion Recognition
Entity (NER) ClassificationEntity (NER) Classification
Evaluation/RatingEvaluation/Rating
Fine-tuningFine-tuning
Object DetectionObject Detection
Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)
Question AnsweringQuestion Answering
Red TeamingRed Teaming
RLHFRLHF
SegmentationSegmentation
Text GenerationText Generation
Text SummarizationText Summarization
TranscriptionTranscription
Translation/LocalizationTranslation/Localization

Freelancer Overview

I am an experienced AI Data Trainer and Annotator with over two years of hands-on expertise in optimizing large language models through prompt writing, RLHF, and supervised fine-tuning. My work at Amazon has involved annotating, translating, and labeling over 10,000 multimodal and multilingual datasets across text, video, audio, and image formats, covering diverse domains such as economics, history, chemistry, and general knowledge. I have a strong background in quality assurance, regularly conducting audits and spot checks to ensure over 98% compliance with client specifications and SLA standards, and have successfully reduced annotation inconsistencies by 30%. My skills include prompt engineering, data curation, quality control, and mentorship, and I am proficient in tools like Microsoft Excel and quality control charts. I am passionate about AI and committed to delivering high-quality training data that drives model accuracy and reliability.

Labeling Experience

AWS SageMaker

ML Data Annotation Specialist

AWS SageMakerAWS SageMakerImageImageBounding BoxBounding BoxRLHFRLHF

​I performed Image SFT, RLHF, and emotional Intelligence evaluation ID and other diverse projects using various annotation tools. I specialized in bounding box tasks for eight continuous months, completing 15,000 Tasks. By adhering to strict labeling protocols, I maintained a 98% L1 quality.

2023

Education

O

Osmania University

Bachelor of Computer Applications, Computer Applications

Bachelor of Computer Applications
2020 - 2023
O

Osmania University

Bachelor of Computer Applications, Computer Applications

Bachelor of Computer Applications
2019 - 2022

Work History

A

Amazon

ML Data Annotation Specialist

Hyderabad
2023 - Present
A

AIRBNB Client

fraud investigator

Hyderabad
2023 - 2023