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S

Sam

LLM Agentic Trainer, Business Analyst, AI Safety & Policy Analyst

India flagN/A, India
$50.00/hrExpertScale AIRemotasksGoogle Cloud Vertex AI

Key Skills

Software

Scale AIScale AI
RemotasksRemotasks
Google Cloud Vertex AIGoogle Cloud Vertex AI

Top Subject Matter

AI Model Alignment
LLM Safety
Business Process Integration

Top Data Types

TextText
DocumentDocument

Top Task Types

Text GenerationText Generation

Freelancer Overview

LLM Agentic Trainer, Business Analyst, AI Safety & Policy Analyst. Brings 7+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Science, Indian Institute of Technology. AI-training focus includes data types such as Text and labeling workflows including Text Generation.

ExpertEnglish

Labeling Experience

LLM Agentic Trainer, Business Analyst, AI Safety & Policy Analyst

TextText Generation
As an LLM Agentic Trainer, I was responsible for translating business requirements and policy guidelines into structured training data for large language models. My work ensured that model behaviors adhered strictly to safety compliance and user intent standards through the design and execution of robust evaluation frameworks. Feedback loops and gap analysis were continuously orchestrated to prioritize and refine high-impact model training scenarios. • Developed precise training and validation datasets in JSON for LLM supervision • Implemented model evaluation strategies to detect reasoning and safety gaps • Translated policy and business logic into training and fine-tuning tasks • Collaborated across research and engineering to ensure dataset quality met 95%+ accuracy

As an LLM Agentic Trainer, I was responsible for translating business requirements and policy guidelines into structured training data for large language models. My work ensured that model behaviors adhered strictly to safety compliance and user intent standards through the design and execution of robust evaluation frameworks. Feedback loops and gap analysis were continuously orchestrated to prioritize and refine high-impact model training scenarios. • Developed precise training and validation datasets in JSON for LLM supervision • Implemented model evaluation strategies to detect reasoning and safety gaps • Translated policy and business logic into training and fine-tuning tasks • Collaborated across research and engineering to ensure dataset quality met 95%+ accuracy

2025 - 2026

Education

I

Indian Institute of Technology

Bachelor of Science, Applied Artificial Intelligence and Data Science

Bachelor of Science
Not specified

Work History

S

SamantaStore

Software Developer

N/A
2023 - Present
F

Freelancer

Full Stack Developer

N/A
2020 - 2022