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Pratiher Apu
@pratiherapu
AI Evaluation And Data Annotation Specialist
India
Inglese, Bengali, Hindi
Chi sono
Hey, I specialize in AI evaluation, data annotation, and quality review, helping improve AI systems through accurate human judgment. I have hands-on experience evaluating AI-generated outputs, tweet sentiment, job-matching results, classifications, and model decisions against detailed guidelines. I focus on identifying errors, false positives, unsupported conclusions, and edge cases by carefully reviewing the source, context, and requirements. I’m detail-oriented, consistent, reliable, and committed to delivering high-quality evaluation that helps make AI systems more accurate and trustworthy.
Competenze
Pratiher Apu
offline •
Tempo di risposta medio: 1 ora
Consulta i miei servizi
Annotazione ed etichettatura dei dati
I will evaluate and review your ai or llm outputs with human judgment
Portfolio
Esperienza lavorativa
Gen AI Specialist
iMerit Technology • Full time
Apr 2021 - Apr 2026 • 5 yrs
I help improve AI systems through careful human evaluation, data annotation, and quality review. My experience includes evaluating AI-generated outputs, tweet sentiment, job-matching decisions, classifications, and model reasoning against detailed project guidelines. I specialize in spotting incorrect outputs, false positives, unsupported conclusions, and edge cases that automated systems can miss. My approach is evidence-based: I consider the source, context, instructions, and evaluation criteria before making a judgment. I’m reliable, detail-oriented, and experienced with structured AI evaluation workflows where accuracy and consistency matter.
