Arnold Arnold
@arnoldarnold
HR Strategy Expert & AI Workflow Automation Architect | Bridging People, Processes & Intelligent Systems
What I'm looking for
A HR Strategy Expert and AI Workflow Automation Architect with 15+ years transforming organizations through people strategy, operational excellence, and advanced AI systems. I operate at the intersection of Human Capital, Generative AI, and Intelligent Automation; building solutions that help companies scale faster, work smarter, and make better talent decisions.
My background includes redesigning 100+ job architectures, implementing Hay Method compensation frameworks, building agile SOPs that improve compliance and efficiency, developing AI-assisted competency matrices, and deploying 360° performance systems across IT, manufacturing, mining, and retail sectors. I engineer end-to-end workflow automations using n8n, Python, and GPT-based models, build custom RAG pipelines, optimize vector stores, evaluate prompt–response quality, and reduce hallucination rates to enhance LLM accuracy and reliability.
I also support global AI platforms such as Appen, Outlier, Aligner, Mercor, and OneForma through jailbreak detection, alignment evaluation, multimodal prompt testing, and complex data annotation for SFT and RLHF projects. Beyond analytics and system design, I leverage professional voice artistry to translate complex HR-tech concepts into clear, compelling narratives for training and stakeholder alignment.
My mission is to build AI-accelerated, human-centered organizations where people systems, intelligent workflows, and business strategy operate as one integrated engine; empowering companies to future-proof their workforce, strengthen decision-making, and thrive amid disruption.
Experience
Work history, roles, and key accomplishments
Workflow Automation RAG Builder
Various Companies
Jan 2023 - Present (2 years 11 months)
I build advanced automations with n8n, Python, and LLM pipelines to streamline HR and business operations. I apply expert prompt engineering and develop optimized RAG systems for high-accuracy, low-hallucination outputs. I integrate top LLMs into end-to-end workflows and run continuous audits to ensure reliable, aligned enterprise AI performance.
AI Advanced Data Trainer
Various Companies
Jan 2023 - Present (2 years 11 months)
I secure and optimize generative AI systems for major AI platforms, detect and neutralize adversarial threats, and design multimodal prompts for accurate, aligned enterprise models. I lead complex dataset labeling, build automated CV-screening systems with n8n+GPT, and apply advanced prompt engineering to solve Human Capital and Organizational Development challenges.
Independent HR Consultant
Self Employed
Jan 2022 - Present (3 years 11 months)
With over 15 years of experience, I spearhead organizational development initiatives across diverse sectors, implementing sophisticated solutions to address business needs, particularly in HR. I focus on overhauling structures, job evaluations, and developing competency matrices to enhance employee skills and drive organizational excellence.
Project Director
Marlin Group Indonesia
Jan 2021 - Jan 2022 (1 year)
Led organizational development initiatives for a mining contractor and fashion design consultant, optimizing structural efficiency and aligning compensation with industry benchmarks through job evaluations and comprehensive SOPs.
Head Of HR Department
Kharindo Group
May 2016 - Jan 2019 (2 years 8 months)
Streamlined organizational vision and mission through strategic analyses, optimized HR processes, and implemented a robust performance management system, ensuring alignment with corporate objectives and enhancing employee engagement.
HR & GA - Department Head
Sigma Mutiara Group
Nov 2013 - Apr 2016 (2 years 5 months)
Led strategic organizational analysis and streamlined HR & GA operations through SOP development and performance management systems, ensuring alignment with corporate objectives and enhancing employee satisfaction.
Recruitment & Training Manager
Mitra Insan Sejahtera
May 2009 - Oct 2013 (4 years 5 months)
Managed a team of recruiters, optimizing regional talent acquisition and exceeding recruitment targets. Developed competency matrices and tailored training initiatives to enhance employee development and compliance.
Strategic Business Unit Leader
Tri - CS
Aug 2004 - Dec 2008 (4 years 4 months)
Developed and executed a Balanced Scorecard for the Sales Business Unit, optimizing recruitment and operational processes, leading to significant performance improvements and achieving break-even within three years.
Various Roles in Sales & Marketing
Various Companies
Jun 2000 - Aug 2004 (4 years 2 months)
Utilized expertise in sales and customer service across diverse industries, designing and executing management systems that enhanced operational efficiency and drove performance in B2B and B2C sectors.
Education
Degrees, certifications, and relevant coursework
Parahyangan Catholic University
Master of Arts, Entrepreneurial Management
2000 - 2003
Grade: 3.02/4.00
Specialized in Entrepreneurial Management with a focus on Marketing & Human Resources, securing a GPA of 3.02/4.00.
Parahyangan Catholic University
Bachelor of Science, Civil Engineering
1996 - 2000
Grade: 2.41/4.00
Bachelor of Science in Civil Engineering, GPA: 2.41/4.00.
Availability
Location
Authorized to work in
Job categories
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