Anmol Sharma

Key Skills

Software

Lionbridge

Top Subject Matter

LLM Evaluation

Rlhf Domain Expertise

AI Output Assessment

Top Data Types

Text

Audio

Document

Top Task Types

Transcription

Prompt Response Writing SFT

Freelancer Overview

AI Trainer, Outlier. Brings 6+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal, Proprietary Tooling, and Lionbridge. Education includes Professional Certification, Indian Institute of Management Ahmedabad (2026) and Postgraduate Diploma, Centre for Development of Advanced Computing (2021). AI-training focus includes data types such as Text and Audio and labeling workflows including Evaluation, Rating, and Transcription.

Labeling Experience

AI Training Expert, Lionbridge (Project Based)

LionbridgeText

As an AI Training Expert at Lionbridge, I supported enterprise AI training workflows including data annotation and content evaluation. I applied rubric-based assessments to improve output accuracy, safety, and consistency. I contributed toward creating scalable datasets for production-ready AI systems. • Focused on output evaluation for high-volume enterprise tasks • Applied annotation guidelines to maintain consistency • Improved data quality for large AI deployments • Worked within a global remote project team

As an AI Training Expert at Lionbridge, I supported enterprise AI training workflows including data annotation and content evaluation. I applied rubric-based assessments to improve output accuracy, safety, and consistency. I contributed toward creating scalable datasets for production-ready AI systems. • Focused on output evaluation for high-volume enterprise tasks • Applied annotation guidelines to maintain consistency • Improved data quality for large AI deployments • Worked within a global remote project team

2026 - Present

AI Training Expert, Alignerr

Text

In my role as AI Training Expert at Alignerr, I evaluated AI responses focusing on function calling, dialogue accuracy, and structured output validation. I reviewed transcripts with JSON schema rules, API trigger conditions, and task-specific ontologies. I contributed labeled data for RLHF pipelines to enhance model performance and reliability. • Conducted safety, accuracy, and instruction adherence quality checks • Focused on output structure and correctness for improved model trust • Applied consistent quality assurance measures • Worked within remote international AI workflows

In my role as AI Training Expert at Alignerr, I evaluated AI responses focusing on function calling, dialogue accuracy, and structured output validation. I reviewed transcripts with JSON schema rules, API trigger conditions, and task-specific ontologies. I contributed labeled data for RLHF pipelines to enhance model performance and reliability. • Conducted safety, accuracy, and instruction adherence quality checks • Focused on output structure and correctness for improved model trust • Applied consistent quality assurance measures • Worked within remote international AI workflows

2026 - Present

AI Trainer, Outlier

Text

As an AI Trainer at Outlier, I evaluated LLM outputs for accuracy, safety, reasoning quality, and real-world usability. I performed comprehensive prompt testing and response validation to improve model alignment and reduce hallucinations. I provided high-quality human feedback for RLHF pipelines to enhance instruction-following and response consistency. • Conducted structured edge-case analysis and red-teaming for model robustness • Utilized prompt iteration and distributed research workflows • Focused on alignment with human intent and real-world scenarios • Supported next-generation language model research and training

As an AI Trainer at Outlier, I evaluated LLM outputs for accuracy, safety, reasoning quality, and real-world usability. I performed comprehensive prompt testing and response validation to improve model alignment and reduce hallucinations. I provided high-quality human feedback for RLHF pipelines to enhance instruction-following and response consistency. • Conducted structured edge-case analysis and red-teaming for model robustness • Utilized prompt iteration and distributed research workflows • Focused on alignment with human intent and real-world scenarios • Supported next-generation language model research and training

2026 - Present

Founder | AI & Content Systems Consultant, Digital Virtuoso Services (DVS)

TextPrompt Response Writing SFT

As Founder and Consultant at Digital Virtuoso Services (DVS), I designed and refined prompts to generate high-quality, personalized AI outputs. I built scalable AI-assisted content generation systems using state-of-the-art LLM tools and conducted evaluation and optimization for content accuracy and quality. I created standardized workflows and templates to improve consistency and output relevance. • Delivered 150+ AI-driven content projects • Optimized prompts and AI outputs for clarity, tone, and alignment • Evaluated content for structure and client instructions • Translated career and business info using prompt engineering

As Founder and Consultant at Digital Virtuoso Services (DVS), I designed and refined prompts to generate high-quality, personalized AI outputs. I built scalable AI-assisted content generation systems using state-of-the-art LLM tools and conducted evaluation and optimization for content accuracy and quality. I created standardized workflows and templates to improve consistency and output relevance. • Delivered 150+ AI-driven content projects • Optimized prompts and AI outputs for clarity, tone, and alignment • Evaluated content for structure and client instructions • Translated career and business info using prompt engineering

2022 - Present

AI Trainer (Voice & Audio AI), Highbrow Technology Inc

AudioTranscription

Serving as an AI Trainer for Highbrow Technology Inc, I annotated and refined voice and audio interaction datasets for improved LLM and speech model accuracy. I conducted prompt testing, transcription accuracy checks, and response validation for voice-based AI outputs. I performed quality assurance and red-teaming to uncover safety risks, edge cases, and inconsistencies. • Evaluated audio-based responses for context and relevance • Reduced bias in LLM and speech model outputs • Enhanced voice-driven interaction coherence • Identified and addressed behavior anomalies in AI systems

Serving as an AI Trainer for Highbrow Technology Inc, I annotated and refined voice and audio interaction datasets for improved LLM and speech model accuracy. I conducted prompt testing, transcription accuracy checks, and response validation for voice-based AI outputs. I performed quality assurance and red-teaming to uncover safety risks, edge cases, and inconsistencies. • Evaluated audio-based responses for context and relevance • Reduced bias in LLM and speech model outputs • Enhanced voice-driven interaction coherence • Identified and addressed behavior anomalies in AI systems

2025 - 2026

Education

Work History