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Brahma F. — Mid-Level Production Manager AI/LLM from Philippines

Brahma F.

Mid-Level Production Manager AI/LLM

Philippines 6+ years
Open to offersNew to Platform
Languages
EnglishTagalog
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About

Brahma C. is a seasoned Senior Production Manager with a robust 4–7 years of experience in the AI and large language model (LLM) sectors. Within his role at an AI Data & Model Services Organization, he orchestrates complex production operations, emphasizing data annotation, labeling, and model training in support of AI/LLM initiatives. His expertise in handling RLHF (reinforcement learning from human feedback) is crucial, designing feedback programs and integrating them seamlessly with model training teams. He establishes stringent content moderation and quality review processes to ensure consistent output quality as project demands evolve. Recognized for his ability to build scalable production workflows, Brahma maintains high standards across diverse, distributed teams, effectively translating ambiguous research and product needs into clear and repeatable production processes. By balancing cross-team resource planning and managing production operations, he ensures alignment with ever-changing model development timelines. His skills in cross-functional resource planning, content moderation, and data annotation operations make him an invaluable asset in the intersection of operations, quality, and AI/ML delivery.

Experience

  • Senior Production Manager

    AI Data & Model Services Organization
    Oversee complete production operations for AI/LLM initiatives, including data annotation, labeling, and model training support across several projects. Develop and implement RLHF programs, coordinating human feedback collection and integrating feedback loops with model training teams. Manage content moderation and quality review processes, setting standards and audit practices to ensure consistent output quality as project demands increase. Collaborate with engineering, research, and program leaders for resource planning, balancing capacity and timelines with changing model development priorities.
  • Production Manager

    AI Data & Model Services Organization
    Handle daily production activities for data annotation and labeling programs that support AI/LLM training. Aid in developing early-stage RLHF workflows by organizing feedback collection and creating reviewer guidelines in partnership with model teams. Facilitate cross-functional planning sessions to synchronize staffing and timelines with dynamic project requirements.

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