Salma D.

Key Skills

Software

Other

Top Subject Matter

Higher Education Operations & Academic Consulting

Business Process Automation & CRM Architecture

Conversational Quality Assurance (QA) & Text Optimization

Top Data Types

Image

Text

Audio

Top Task Types

Question Answering

Text Generation

Evaluation/Rating

Text Summarization

Prompt + Response Writing (SFT)

Transcription

Freelancer Overview

I am an operations and workflow automation specialist with hands-on experience revamping internal CRM architectures for educational consulting. I specialize in building complex, conditional workflows and managing smart lists—more specifically, I've designed logic that automatically sends out customized interview reminders to students based dynamically on their chosen university and degree program. I excel at taking operational needs and turning them into practical, automated communication systems that handle multi-layered user data smoothly. In addition to workflow automation, I bring a strong background in conversational quality assurance and text refinement. I regularly review and perform QA on student coaching calls, analyzing interactions to optimize communication standards. I specialize in evaluating conversational data and rewording feedback to ensure it is clear, concise, encouraging, and perfectly formatted. This hands-on experience translates directly into AI data labeling, response evaluation, and tuning conversational models for tone, clarity, and engagement.

Labeling Experience

Conversational QA & Logic-Based Response Optimization

TextEvaluation/Rating

Focused on the quality assurance, evaluation, and structural optimization of conversational text and communication logic within an educational consulting framework. Main responsibilities involve auditing student interaction data, evaluating conversational quality, and rewording feedback into clear, concise, and encouraging text outputs. Additionally, designed the multi-layered conditional logic used to dynamically segment users and dispatch customized, program-specific interview reminders based on multi-layered applicant data. Adhered to strict formatting and quality guidelines to ensure optimal tone, clarity, and engagement across all generated communications.

2025 - Present

Education

Work History