Toptal optimizes data pipelines for Fortune 500 pharmaceutical company.
A global pharmaceutical company improved data pipeline operations for accurate, real-time data critical to its COVID-19 project with Toptal’s expertise.
Client
A global biopharmaceutical company developing medicines and vaccines across major therapeutic areas.
Employees
Industry
Healthcare and Life SciencesDelivered Services
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The pharmaceutical company struggled with slow scripts that hindered real-time data accuracy, affecting the performance and reliability of its COVID-19 project.
Solution
Parallel Processing
Toptal implemented parallel processing and query optimizations, breaking tasks into smaller operations to enhance efficiency and significantly boost processing speed.
Query Optimization
Toptal optimized queries and utilized parallel processing techniques, reducing data processing times from 40 minutes to 15 minutes.
Outcome
Enhanced Efficiency
Parallel processing drastically improved end-to-end efficiency in data pipelines, reducing overall processing times and increasing throughput.
Reliable Real-time Data
Optimized pipelines ensured reliable real-time data essential for the COVID-19 project, enhancing data accuracy and project performance. Toptal’s expertise effectively translated business needs into robust technical solutions.
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