Architecting the connective tissue between your physical lab and digital analytics.

Leveraging 6 years of wet-lab R&D, I build custom pipelines that automate instrument setup and transform fragmented wet-lab data into decision-ready results.

Book a 30-Minute Workflow Audit

Is your lab data workflow broken?

1. Data Wrangling Debt

Scientists spend hours manually normalizing outputs and consolidating fragmented datasets.

Cost: You pay Ph.D. salaries for administrative homogenization.

2. The Configuration Bottleneck

Translating DoE designs into execution protocols for robots requires prolonged UI programming.

Cost: High risk of transcription errors ruining expensive runs.

3. The Synchronization Lag

Process metrics remain siloed across legacy systems and must be manually aligned.

Cost: Feeding strategies are delayed, impacting product yield.

4. The Hardware-First Trap

Management defaults to procuring a new $100k instrument when throughput slows.

Cost: Equipment remains paralyzed by manual transfer steps.

Lagan Pathania Profile
PRINCE2 Agile Certified

PRINCE2 Agile® Practitioner

The Hardware Illusion

Starting at the bench, I initially operated under the assumption that automation was defined by robotics. I was wrong. I quickly identified that the primary bottleneck is digital: highly skilled scientists losing significant bandwidth to manual data normalization and cross-format alignment.

Architecting Connectivity

Recognizing the limitations of standard enterprise software, I began architecting bespoke digital pipelines to bridge these gaps. I engineered custom connective tissue that links complex experimental designs directly with machine execution.

Strategic Optimization

The highest leverage in modern R&D does not necessarily come from procuring a new $100k instrument; it comes from optimizing the invisible data workflows between your existing assets.

Clinical Evidence

Solutions Across the R&D Spectrum

"Briefly describe the most manual, frustrating data workflow in your lab right now."

We will use this as the anchor for our Technical Mapping Session.

Book a 30-Minute Workflow Audit

  • Identify where scripts can eliminate manual labor.
  • Compare lightweight bridges vs. enterprise platforms.
  • Zero sales pressure—just technical mapping.