H Shivaraja Shetty

Key Skills

Software

Telus

OneForma

Other

iMerit

Top Subject Matter

Geospatial data

Maps Domain Expertise

Search Engine

Top Data Types

Text

Audio

Document

Top Task Types

Transcription

Audio Recording

RLHF

Classification

Freelancer Overview

Map Analyst (TELUS International). Brings 6+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Telus, Welocalize, and OneForma. Education includes Bachelor of Engineering, Shree Devi Institute of Technology (2021). AI-training focus includes data types such as Geospatial, Tiled Imagery, and Text and labeling workflows including Evaluation, Rating, and Transcription.

Labeling Experience

Data Analyst (iMerit Technology)

ImeritTextClassification

During my time at iMerit Technology, I labeled and classified data to support machine learning pipeline development. Diverse datasets were processed for client projects requiring reliable and accurate classification. Tasks included both manual and semi-automated labeling. • Labeled data points for training machine learning models • Applied category criteria for large datasets • Worked with team to meet delivery deadlines • Kept detailed records to support auditing and reproducibility

During my time at iMerit Technology, I labeled and classified data to support machine learning pipeline development. Diverse datasets were processed for client projects requiring reliable and accurate classification. Tasks included both manual and semi-automated labeling. • Labeled data points for training machine learning models • Applied category criteria for large datasets • Worked with team to meet delivery deadlines • Kept detailed records to support auditing and reproducibility

2023 - Present

AI Content Evaluator (Outlier.ai)

OtherTextRLHF

At Outlier.ai, I specialized in reinforcement learning from human feedback (RLHF) by evaluating, ranking, and refining model responses. Quality assurance and safety reviews were central to my work. I collaborated to improve model capability in understanding natural language. • Scored and ranked AI-generated text • Provided detailed explanations for ranking decisions • Identified unsafe or biased content • Gave textual and structured feedback for optimization

At Outlier.ai, I specialized in reinforcement learning from human feedback (RLHF) by evaluating, ranking, and refining model responses. Quality assurance and safety reviews were central to my work. I collaborated to improve model capability in understanding natural language. • Scored and ranked AI-generated text • Provided detailed explanations for ranking decisions • Identified unsafe or biased content • Gave textual and structured feedback for optimization

2023 - Present

Kannada Specialist (Josh Talks)

OtherAudioAudio Recording

At Josh Talks, I recorded and transcribed high-quality Kannada audio to aid the training of regional language AI models. My contributions supported the expansion of data resources for voice recognition and speech understanding technologies. Quality assurance and linguistic precision were essential. • Recorded native language samples for AI • Transcribed recordings into structured text • Ensured clarity and regional accuracy • Reviewed and edited collected data for errors

At Josh Talks, I recorded and transcribed high-quality Kannada audio to aid the training of regional language AI models. My contributions supported the expansion of data resources for voice recognition and speech understanding technologies. Quality assurance and linguistic precision were essential. • Recorded native language samples for AI • Transcribed recordings into structured text • Ensured clarity and regional accuracy • Reviewed and edited collected data for errors

2023 - Present

AI Trainer (Alignerr)

OtherText

At Alignerr, I participated in projects involving logical reasoning and technical data evaluation for AI models. My work supported the refinement of technical datasets and required careful attention to data validity. Consistent, detailed evaluations were delivered across tasks. • Evaluated logical reasoning tasks for AI • Reviewed complex problem-solving datasets • Ensured technical consistency in data presentation • Maintained standardized evaluation formats

At Alignerr, I participated in projects involving logical reasoning and technical data evaluation for AI models. My work supported the refinement of technical datasets and required careful attention to data validity. Consistent, detailed evaluations were delivered across tasks. • Evaluated logical reasoning tasks for AI • Reviewed complex problem-solving datasets • Ensured technical consistency in data presentation • Maintained standardized evaluation formats

2023 - Present

Judge & Annotator (UHRS)

Text

As a Judge and Annotator at UHRS, I handled micro-tasks involving transcription and search relevance judgment. My tasks included both writing and reviewing short text entries, as well as evaluating search result quality. Accuracy and efficiency were key to maintaining task flow. • Judged search engine result relevance • Performed quick, high-volume annotation subtasks • Transcribed and checked short text/audio items • Maintained rapid and precise output standards

As a Judge and Annotator at UHRS, I handled micro-tasks involving transcription and search relevance judgment. My tasks included both writing and reviewing short text entries, as well as evaluating search result quality. Accuracy and efficiency were key to maintaining task flow. • Judged search engine result relevance • Performed quick, high-volume annotation subtasks • Transcribed and checked short text/audio items • Maintained rapid and precise output standards

2023 - Present

Show more

Education

Work History