
Logan Elder
Scientific Data Steward | Data Analyst | Biotech & Pharmaceutical Data Quality | Python, Metadata & Data Governance
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About
Scientific data analyst with experience in data stewardship, dataset quality review, metadata management, data transformation, and pharmaceutical/biotech laboratory environments. Currently administers a Socrata-based open data platform, supporting dataset publication, documentation, quality assurance, stakeholder coordination, usage analytics, and data accessibility. Previous experience includes bioanalytical method development, assay data analysis, GMP/USP laboratory testing, ICH Q2(R2)-aligned method qualification, and scientific documentation in pharmaceutical and biotech settings.
Completing a Postgraduate Diploma in Computational Biology, with training in biological data analysis, machine learning, database querying, and scientific computing. Strong fit for data stewardship roles involving metadata standards, data quality, FAIR data practices, scientific data reuse, governance, traceability, and cross-functional collaboration across healthcare, life sciences, and product development environments.
Experience
Open Data Analyst - Service New Brunswick / Service Nouveau-Brunswick - Fredericton, NB / Remote
(2025-11)
- Administered a Socrata-based open data platform, supporting dataset publication, metadata management, quality review, and long-term accessibility of public datasets.
- Reviewed submitted datasets for formatting issues, missing values, inconsistencies, and data quality concerns prior to publication.
- Used Python to clean, transform, and reformat datasets to improve consistency, usability, and readiness for secondary use.
- Developed Python scripts to generate monthly usage analytics, providing insight into platform engagement, dataset usage, and user behaviour.
- Used SoQL to transform and enrich datasets through derived fields, improving interpretability and analytical value for downstream users.
- Collaborated with cross-functional government departments and external contributors to clarify dataset structure, resolve quality issues, and improve documentation.
- Supported data transparency initiatives by helping identify, prioritize, and prepare datasets suitable for public release.
- Translated dataset titles, descriptions, and metadata from English into French, supporting bilingual accessibility and public transparency.
Biochemical Analyst - Evolve Biologics - Mississauga, ON / Hybrid
(2022-10 - 2025-10)
- Developed and qualified analytical test methods according to ICH Q2(R2) guidelines for quantifying impurities in intravenous immunoglobulin drug product and in-process samples.
- Used Python packages including Pandas and NumPy to accelerate assay performance analysis and improve scientific data interpretation.
- Developed and standardized 13 bioanalytical assay methods, improving accuracy, reproducibility, and consistency of analytical testing.
- Optimized ELISA workflows, contributing to a 20% reduction in assay failures through improved method performance and troubleshooting.
- Reduced sample testing time by up to 75% by replacing selected ELISA workflows with faster alternatives, including nephelometry and colorimetric/fluorometric assays.
- Designed and implemented a structured laboratory inventory management system tracking more than 350 laboratory items, improving data visibility, traceability, and operational decision-making.
- Generated approximately $10,000 in cost savings by preventing unnecessary reorders and improving visibility of inventory nearing expiration.
- Developed a hazardous chemical inventory and disposal workflow, supporting lab-wide compliance, traceability, and standardized safety practices.
Quality Control Analyst I - Thermo Fisher Scientific - Mississauga, ON
(2020-06 - 2021-05)
- Performed pharmaceutical quality control testing according to USP 43 NF 38 requirements and validated methods in a cGMP laboratory.
- Supported commercial registration, release, and stability testing for pharmaceutical products using regulated QC procedures and documentation practices.
- Set up and ran LC sequences on Agilent 1100 HPLC and Vanquish Flex UHPLC systems using Empower and Chromeleon.
- Performed analytical and physical testing methods including Karl Fischer water content titration, FTIR compound identification, disintegration testing, dissolution testing, and appearance testing.
- Created Excel-based tools to improve accuracy and efficiency in calculating Karl Fischer water content results, mobile phase volumes, and solution compositions.
- Trained newly hired colleagues on analytical instruments, GMP expectations, laboratory workflows, and proper documentation practices.
Research Scientist Assistant - Siemens Healthineers - Ottawa, ON
(2019-05 - 2019-12)
- Supported biosensors research and development for the epoc point-of-care blood analysis system, a portable diagnostic medical device.
- Planned and executed experiments to evaluate system performance, workflow improvements, and feasibility of proposed product changes.
- Analyzed signal outputs from electrochemical sensors to diagnose potential issues affecting diagnostic results.
- Used Excel to perform statistical analysis on experimental data and generate PivotTables for technical reports.
- Collaborated with software engineers to develop specialized firmware for epoc readers used in targeted experimental studies.
- Presented technical findings at weekly meetings to stakeholders with varying scientific and technical backgrounds.
Education
Postgraduate Diploma - Computational Biology - Munster Technological University (2024-09 - 2026-06)
Bachelor of Science - Biochemistry - University of Waterloo (2017-09 - 2022-04)