Abe Aranas

Detail-oriented language and transcription professional with 9+ years of experience and over 1,300 hours of high-accuracy transcripts across legal, medical, and healthcare domains. Now channeling deep linguistic expertise, lifelong passion for literature and philosophy, and mastery of American, British, Australian, Scottish, and Irish English into the AI industry — specifically in training data quality, NLP corpus development, LLM evaluation, and human feedback systems. Brings a rare combination of technical accuracy and humanistic depth — understanding not only how language is structured, but how it carries meaning, cultural nuance, philosophical weight, and rhetorical intent.

These qualities are precisely what AI systems and large language models need to learn.

Transcriptionist (Freelance) at TranscribeMe, Inc. (2016-05 – Present)

• Delivered 1,300+ hours of legally and medically accurate transcripts spanning court proceedings, patient consultations, and clinical research documentation.
• Consistently maintained top-tier accuracy, contributing directly to high-stakes data quality in professional and regulated environments.
• Transcribed dictation from audio recordings and handwritten sources — a process structurally analogous to AI audio-to-text alignment and speech data preprocessing.
• Applied rigorous quality assurance and proofreading workflows, mirroring annotation review processes used in AI training pipelines.
• Maintained strict confidentiality and data governance protocols across sensitive client materials — a critical requirement in AI data handling.
• Continuously expanded domain knowledge in legal and medical terminology, demonstrating the adaptive learning mindset central to AI annotation roles.