Operations & AI Data Specialist | PhD (Can.) in Industrial Management

📍 Jakarta, Indonesia 📧 [email protected] 🔗 https://www.linkedin.com/in/hisyamvr/

Executive Summary

An operations, PMO, and AI data specialist with 6+ years of cross-functional experience bridging industrial management and AI technologies. Skilled in performance management, operational reporting, and turning complex datasets into actionable insights. Proven track record in training Large Language Models (LLMs) and optimizing AI alignment through RLHF projects for top-tier AI labs, global ride-hailing platform, and leading online travel agencies under frontier data pipeline labs (micro1, WeloData, Cactus Comm., Chemin AI, & Appen). Combining strong technical skills with advanced analytical and research expertise, I bring a multidisciplinary approach grounded in Industrial Management and doctoral-level research to support operational excellence and AI model compliance.

Core Competencies & Technical Skills

Operations & Supply Chain: Supply Chain Analysis, International Business & Innovation, Process Improvement, KPI Monitoring, Operational Reporting, Project Coordination, Stakeholder Management.

AI & Data Capabilities: Reinforcement Learning from Human Feedback (RLHF), Model Evaluation & Ranking, Quality Assurance Annotation, Hallucination Detection, Prompt-Response Alignment.

Software & Analytical Tools: Google Workspace, Microsoft Office Suite, RStudio, SPSS, Python, SmartPLS, VOSviewer, Slack, Discord.

Linguistic & Editorial Expertise: Cross-Cultural Localization, Linguistic Quality Assurance (LQA), Semantic Analysis, Peer-Review Evaluation, Academic-Grade Translation (Indonesian <> English).

Global Client Footprint: Australia (Appen), India (Cactus Communications), Singapore (Chemin AI), United States (micro1, WeloData, SME Careers).

Professional Experience

AI Trainer & QA Specialist (Contract / Remote)

Global AI Training & Technology Platforms | 2018 – Present

• Maintain active on-demand and project-based consulting contracts with top-tier data labs and talent networks, including micro1, WeloData, Cactus Communications, SME Careers, CheminAI, and Appen.
• Collaborate closely with distributed cross-functional teams, including Human Data Managers (HDMs) and machine learning engineers, to build, audit, and ground AI datasets under strict compliance and data-integrity frameworks.
• Adapt dynamically to evolving vendor project guidelines, ensuring high-fidelity data quality, accurate semantic annotations, and adherence to model safety standards.

Student Helper (Part-time)