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Afwat Adeyanju

@afwatadeyanju

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Analytical pharmacist and AI evaluation analyst improving dataset quality with precision.

United States

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What I'm looking for

I’m looking for a remote, quality-driven role where I can evaluate and annotate data/AI outputs with strict guideline compliance. I want work that rewards critical reasoning, edge-case detection, and clear, actionable feedback to improve models.

I’m an analytical pharmacist with early-career clinical experience and 3+ years of hands-on work in data annotation, AI training, and research support. I evaluate text, audio, image, and video datasets with high accuracy while following complex guidelines and quality benchmarks.

In freelance and contract roles, I assess AI-generated outputs for accuracy, coherence, and logical soundness. I detect inconsistencies, edge cases, and faulty assumptions, and I use standardized evaluation rubrics to score outputs based on correctness and instruction adherence.

I bring disciplined, quality-driven execution in remote environments—reviewing structured reasoning, chain-of-thought progression, and classification/summarization/content-generation tasks. I deliver structured written feedback to improve model performance and reduce hallucinations.

Alongside AI evaluation, I’ve completed clinical pharmacy practice through a teaching hospital internship, including medication order review, patient counseling, drug supply/requisition and inventory stock management, and hands-on exposure to Antiretrovirals, Chemotherapeutics, and Narcotics. My focus is clear communication, careful documentation, and independent delivery under deadlines.

Experience

Work history, roles, and key accomplishments

AI Logic & Structured Evaluation

Contract

Nov 2023 - Jan 2026 (2 years 2 months)

Evaluated AI-generated responses involving Python-style logic and structured reasoning to verify correctness and clarity. Audited step-by-step logic, interpreted SQL queries, validated JSON/YAML schema compliance, and scored outputs against evaluation rubrics.

Python Style Logic Review Structured Reasoning Audit SQL Logic Validation

AI Output Evaluation Analyst

Freelance

Mar 2025 - Dec 2025 (9 months)

Evaluated AI-generated outputs for accuracy and coherence by reviewing Python-style logic, structured reasoning, and expected results. Verified JSON/YAML schema compliance, interpreted SQL queries, and flagged edge cases and logical flaws using standardized scoring rubrics.

Python Logic Verification SQL Query Reasoning YAML Edge Cases

Intern Pharmacist

Teaching Hospital

Mar 2025 - Dec 2025 (9 months)

Performed clinical pharmacy duties across pharmacy department units, including medication order review, patient counseling, and ward supply/drug inventory management. Managed dispensing of antiretrovirals, chemotherapeutics, and narcotics and supported professional seminars.

Medication Orders Inventory Management Chemotherapeutics Handling

AI Response Quality Evaluator

Contract

Mar 2024 - Sep 2024 (6 months)

Assessed AI-generated responses for accuracy, clarity, logical soundness, and structural quality. Reviewed reasoning consistency, provided structured feedback to reduce hallucinations, and ranked outputs by factual correctness and prompt alignment.

Hallucination Reduction Feedback Output Ranking Content Generation QA