Idris M.

Key Skills

Software

Don't disclose

Other

Toloka

Micro1

Mercor

Appen

Top Subject Matter

Marketing

Information Technology

Regulatory Compliance & Risk Analysis

Top Data Types

Image

Video

Document

Top Task Types

Text Generation

Data Collection

Prompt + Response Writing (SFT)

Freelancer Overview

Senior Special Assistant on Media Relations (AI-style content evaluation and quality assurance via written outputs). Brings 7+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Don't disclose, GDS (Pro Quote), and Other. Education includes Bachelor of Science, Ecole Supérieure Sainte Félicité (2017). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Text Generation.

Labeling Experience

Travel Manager (Remote) (structured output generation and quality/SLA adherence)

TextData Collection

Coordinated travel operations in a fully remote, asynchronous workflow using global distribution system (GDS) processes, requiring structured and accurate information handling across multiple steps. Created digital marketing copy with audience segmentation and message precision to support measurable customer acquisition goals. Managed agent onboarding and compliance documentation, ensuring cross-team written communications met SLA and quality standards. • Worked with structured workflow data in GDS to produce accurate outputs • Authored audience-segmented marketing text with performance tracking • Maintained onboarding/compliance documentation with consistent quality • Ensured SLA-compliant written communication across distributed teams

2024 - 2024

Project Coordinator & Operations Lead (data-to-text reporting with QA mindset)

Don't discloseTextText Generation

Translated complex operational and production data into structured written strategic reports for senior management, emphasizing clarity, structure, and fact-checking. Coordinated end-to-end operational communications and documentation, reinforcing consistent quality and guideline-like standards in written deliverables. Produced written analyses that directly reduced operational downtime through precise, action-oriented reporting. • Converted structured production metrics into narrative reports • Ensured factual accuracy and clarity for stakeholder decision-making • Produced operational documentation and supplier correspondence • Applied iterative improvement to written outputs to achieve measurable business outcomes

2023 - 2024

Senior Special Assistant on Media Relations (AI-style content evaluation and quality assurance via written outputs)

Don't discloseText

Produced daily executive-level written communications for the Governor's office, applying precision, tone control, and factual accuracy consistent with AI content evaluation workflows. Used an iterative, data-informed approach to monitor campaign KPIs and generate performance reports to self-assess and refine output quality. Managed stakeholder inquiry pipelines and crisis messaging, maintaining context-appropriate clarity for multiple audiences simultaneously. • Evaluated and refined text quality against complex style and factual requirements • Tracked performance indicators to drive iterative improvements • Wrote for multiple audiences with consistent guideline adherence • Supported high-stakes, deadline-driven quality benchmarking

2023 - 2024

Teacher & Community Program Coordinator (instructional content authoring relevant to training-text creation)

OtherTextPrompt + Response Writing (SFT)

Designed structured educational content using cooperative, multimedia, and experiential learning methods, producing instructional and curriculum writing for learners. Tracked participant progress and maintained milestone communications for program stakeholders. The role strengthened skills in producing clear, structured, pedagogical text aligned to learner needs. • Authored structured instructional and curriculum materials • Wrote learner-facing content with clear guidance and pacing • Maintained progress/milestone communications for stakeholders • Applied consistent formatting and structure for educational delivery

2018 - 2019

Education

Work History