Surbhi S.

Key Skills

Software

No software listed

Top Subject Matter

My strongest subject-matter areas

industry expertise are focused at the intersection of advanced language analysis

creative arts

audio dataset structure.

Top Data Types

Audio

Video

Image

Top Task Types

Audio Recording

Prompt + Response Writing (SFT)

Transcription

Function Calling

Text Generation

Relationship

Freelancer Overview

SURBHI SAMDANI Email: [email protected] • LinkedIn: linkedin.com/in/surbhi-samdani7 PROFESSIONAL SUMMARY Highly articulate Subject-Matter Expert (SME) combining advanced credentials in English Literature and Management with extensive, elite-level mastery as a professional Indian classical vocalist and music educator (Jaipur Gharana). Proven capacity to apply rigorous analytical thinking, precise artistic taxonomy, and deep linguistic nuances to human-in-the-loop (HITL) workflows. Adept at evaluation, response ranking, fact-checking, and dataset generation across musicology, creative arts, and humanities. Specializes in providing high-context, high- quality reinforcement learning from human feedback (RLHF) to optimize multi-modal and generative AI systems. CORE AI TRAINING & DOMAIN SKILLS Niche Domain Expertise: Indian Classical Musicology, Raag Structure Taxonomy, Cultural and Artistic Heritage. Text Evaluation: Advanced Text Analytics, Semantic Analysis, Fact-Checking, Prompt Engineering. RLHF & Model Training: Side-by-Side Response Ranking, Adversarial Prompting (Red Teaming), Multi-Turn Chatbot Evaluation. Audio Operations: Audio-to-Text Transcription, Multilingual Pronunciation Annotation, Quality Assurance. Core Competencies: Curriculum Design, Intergenerational Project Management, Clear Analytical Rationale Writing. PROFESSIONAL EXPERIENCE Independent AI Training Specialist & Subject-Matter Expert 2025 – Present • Evaluate, rank, and provide high-quality RLHF feedbac

Education

Work History