
Dave Matthew Palmiery
Data Analyst / LPT
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About
Evaluated and annotated datasets used to improve AI model responses. Reviewed prompts and generated responses to assess factual accuracy and relevance Applied quality control standards to ensure dataset reliability.
I'm a Biology major turned Science Teacher turned Data Connoisseur. My journey has been an exploration of diverse realms—from decoding the intricacies of life to fostering a passion for science in the classroom. Now, I immerse myself in the world of data, where I leverage my analytical skills to derive insights that drive informed decision-making.
Experience
AI Data Analyst (Contract Roles) at Everglow AI, Alignerr, Outlier, Mindrift (2024-01 – Present)
- Evaluated and annotated datasets used to improve AI model responses.
- Reviewed prompts and generated responses to assess factual accuracy and relevance
- Applied quality control standards to ensure dataset reliability
- Collaborated with distributed teams to resolve annotation ambiguities
- Led team huddles discussing client updates, BPO queries and clarifications to keep personnel interested and engaged
AI Engineer at Alignerr (2025-02 – Present)
- Labeled and annotated data following comprehensive project guidelines
- Applied critical reasoning to resolve ambiguous annotations and maintain dataset consistency.
- Designed and evaluated prompt-response datasets used to train large language models.
- Worked with a team to enhance cultural sensitivity of AI personas for Tagalog pipeline
AI Engineer at Outlier (2024-09 – Present)
- Accurately reviewed contributors' prompts and AI responses following comprehensive project guidelines
- Wrote and edited prompts and responses that involved research and fact-checking
- Assessed the factuality and relevance of text produced by AI models
- Analyzed and crafted text that teaches and informs AI responses based on prompts
AI Expert Annotator at Mindrift by Toloka (2024-06 – 2024-08)
- Accurately labeled and annotated data following comprehensive project guidelines
- Made justified decisions on ambiguous content by applying critical thinking to preserve the integrity of AI responses
- Analyzed and crafted text that teaches and informs AI responses based on prompts
- Fact checked responses and work using verifiable sources
Trainer / Coach at Alorica Philippines (2023-08 – 2023-09)
English trainer and Development coach for Alorica Philippines outsourced from PressStart Inc.
- Trained BPO applicants on their English grammar and job interview know-hows
- Handled multiple data of applicants using Google Sheets and Google Docs
- Analyzed and assessed which applicants are suitable for the job as a Customer Service Representative
Science Teacher at Tunasan National High School (2023-02 – 2023-07)
- Explanation of complex scientific concepts into simplified terms for Grade 10 level
- Encoded and recorded data of students using Microsoft Excel (DepEd forms and Table of Specification)
- Weekly preparation of lesson plans using Microsoft Word and PowerPoint
- Analysis, deliberation and consolidation of grades to co-teachers and superiors deciding who will pass or fail
Admin Assistant at LDMP Enterprise (2010-02 – 2019-12)
Part time administration assistant at a paralegal and documentation office since 2010
- Crafted/edited quotations, product portfolio, etc. of engineers, lawyers, doctors and other professionals
- Data entry, documentation, proof reading of court cases, affidavits, deeds, waivers and other legal documents
- Drafting documents using set templates and organization of records
Education
Bachelor of Science in Biology – University of the Philippines – Los Baños (2018)
Bachelor in Education in Sciences – San Pedro College of Business Administration (2023)


