You will get metadata extracted from PubMed
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Top Rated
Project details
You will receive a customized metadata extraction service from PubMed using its API. I will collect specific information based on your criteria, organize it, and deliver it in your preferred format. This efficient process ensures you receive accurate and relevant PubMed metadata tailored to your projects or analyses.
Services include:
• Accurate and consistent citations
• Automated data import
• Metadata enrichment
• Duplicate removal
• Research impact analysis
• Identification of key studies
• Discovery of knowledge gaps and potential research directions
• Data extraction
And more.
Services include:
• Accurate and consistent citations
• Automated data import
• Metadata enrichment
• Duplicate removal
• Research impact analysis
• Identification of key studies
• Discovery of knowledge gaps and potential research directions
• Data extraction
And more.
Data Tool
PythonWhat's included
| Service Tiers |
Starter
$25
|
Standard
$70
|
Advanced
$100
|
|---|---|---|---|
| Delivery Time | 2 days | 3 days | 7 days |
Number of Sources Mined/Scraped | 1 | 1 | 1 |
Number of Revisions | 1 | 2 | 3 |
Optional add-ons
You can add these on the next page.
Additional Revision
+$25
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Faruk G.
Oct 1, 2025
Computational Pharmaceutical Research and Project Management
Yusuf has been an invaluable member of our project team. He has approached his responsibilities with the utmost professionalism, efficiency, and dedication, always ensuring that tasks were completed meticulously and on time. His leadership skills have helped guide the team with clarity and focus, making excellent use of all resources available.
In addition, Yusuf’s deep expertise in drug discovery, cheminformatics, and biochemistry has been evident throughout his work. His knowledge and analytical ability have consistently elevated the quality of our efforts, and his collaborative approach has made him a respected and trusted colleague.
I confidently recommend Yusuf to any team or organization seeking a highly skilled professional with exceptional domain expertise, strong leadership, and an unwavering commitment to excellence.
In addition, Yusuf’s deep expertise in drug discovery, cheminformatics, and biochemistry has been evident throughout his work. His knowledge and analytical ability have consistently elevated the quality of our efforts, and his collaborative approach has made him a respected and trusted colleague.
I confidently recommend Yusuf to any team or organization seeking a highly skilled professional with exceptional domain expertise, strong leadership, and an unwavering commitment to excellence.
AO
Autonomy O.
May 12, 2025
Clinical Trials Database Scraping Pipeline for Biotech Recruitment
It was great to work with Yusuf!
MK
Matt K.
May 10, 2025
Model Org Structure
About Yusuf Ziya
PhD Biotech Scientist | R&D MVP Builder | Data Validation
100%
Job Success
Istanbul, Turkey - 6:35 pm local time
I’m a Biotech PhD with 9+ years of industry experience and 30+ peer-reviewed publications, and I work as a hands-on scientific operator—not a slide-deck consultant.
I’ve delivered 60+ projects for 40+ clients, from Seed-stage North American startups to Enterprise Pharma, producing concrete outputs that founders and R&D leads can immediately act on.
What I Actually Do
I specialize in early R&D de-risking by combining automated data extraction with expert scientific review—so key technical assumptions are validated before capital is spent on wet-lab experiments.
Data-First R&D Execution
- Automated data extraction & structuring (Python / Pandas): I write custom scripts to mine PubMed, ClinicalTrials.gov, OMIM, DrugBank, and similar sources—turning thousands of unstructured records into clean, analysis-ready datasets in days.
- Manual expert curation: Where automation stops, I step in. I perform targeted deep-dives into clinical, genetic, and mechanistic data to validate targets, biomarkers, and development assumptions.
- Scientific evidence synthesis: I translate raw findings into clear deliverables—technical briefs, whitepapers, competitive landscapes, and investor-ready narratives grounded in primary data.
R&D Ownership, Not Advice
I’ve run funded research programs, managed ~$200K research budgets (TÜBİTAK / NSF-NIH equivalent), and supervised multiple graduate theses. I bring that same ownership mindset to startup work: defining tasks, executing them, and delivering on time.
I’m comfortable operating inside early-stage environments where roles overlap—moving between data extraction, analysis, experimental rationale, documentation, and regulatory-ready materials as needed.
Why Clients Work With Me
- Execution over theory: I don’t just “review” data—I collect it, clean it, analyze it, and deliver decisions you can act on.
- Speed without shortcuts: My human-in-the-loop workflow combines Python automation with expert review so results are fast and scientifically sound.
- Reliability: A 100% Job Success Score reflects consistent delivery, clear communication, and respect for deadlines.
If you need someone who can sit inside your R&D workflow, execute independently, and hand you validated outputs, let’s talk about what you’re building.
Steps for completing your project
After purchasing the project, send requirements so Yusuf Ziya can start the project.
Delivery time starts when Yusuf Ziya receives requirements from you.
Yusuf Ziya works on your project following the steps below.
Revisions may occur after the delivery date.
Learn the expectations
Agreement on the output