Institute of Mental Health Externship via Extern
Graduate Biomedical Engineering student working on AI document insights and data extraction through a Pfizer externship.
🟢 Open to workWork includes project-based experience from the Pfizer Advanced externship, focused on AI methods for document insight and extracting structured data from text.
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Pfizer · Sep 2026 · ✅ Verified by Extern
Prototype AI-powered document intelligence with Pfizer—using OCR, LLMs, and RAG to automate real enterprise PDF workflows and build a standout portfolio project.
Institute of Mental Health · ✅ Verified by Extern · ⏱️ In progress
This externship explores how care coordination work in acute mental health settings can be designed, analyzed, and communicated as a customer-centric operational system. Externs study the case manager’s role at IMH to understand how workflows shape patient experience, surface hidden risks, and make invisible coordination work visible. Through structured analysis, process mapping, and dashboard prototyping, externs learn how operational clarity supports continuity of care, safety, and institutional decision-making.
Graduate Biomedical Engineering student working on AI document insights and data extraction through a Pfizer externship.
I am enthusiastic about medtech and am honing my practical skills through different projects. This includes an externship at Pfizer, where I worked on AI document insights and data extraction in pharmaceuticals.
Externships
Healthcare Operations & Consulting Externship
In progress
Experience
Customer Service Assistant
KPMG · March 2024 - Present
Biomedical Engineering Intern / Trainee
Amalthea Trust Engineering, Kyambogo University · Completed: 05 March 2025
Education
University of East London
Bsc Biomedical Engineering (Hons) · Class of 2026
University of the People
Bsc Computer Science · Class of 2027
Skills
✅ Verified by Extern
Prototype AI-powered document intelligence with Pfizer—using OCR, LLMs, and RAG to automate real enterprise PDF workflows and build a standout portfolio project.
The externship produced a prototype system for extracting structured data and insights from enterprise PDF documents using OCR, LLMs, and retrieval-augmented generation. The work surveyed LLM architectures and prompt strategies, integrated OCR outputs with vector search, and assembled example pipelines for automated document workflows.
I reviewed a sample vendor documentation set and produced a detailed list of document types, inconsistent date formats, OCR and layout challenges, and content elements that risk extraction errors (tables, abbreviations, repeated disclaimers).
✅ Verified by Extern · ⏱️ In progress
This externship explores how care coordination work in acute mental health settings can be designed, analyzed, and communicated as a customer-centric operational system. Externs study the case manager’s role at IMH to understand how workflows shape patient experience, surface hidden risks, and make invisible coordination work visible. Through structured analysis, process mapping, and dashboard prototyping, externs learn how operational clarity supports continuity of care, safety, and institutional decision-making.
The work examined care coordination in acute mental health settings, focusing on the case manager role and operational workflows. Tasks included structured process analysis, process mapping, and dashboard prototyping. The deliverables documented coordination steps and surfaced operational gaps observed during the analysis.
I analyzed workflows, mapped case-management processes, and produced artifacts that made coordination work visible and measurable.
