💽Pyaar Data Factory

https://tuvahealth.com/partners/

What I can offer:

I make data accessible, actionable, and beautiful. I have over 5 years of experience curating datasets, analyzing data, and designing actionable data visualizations at the intersection of healthcare and technology. My work has advanced research on rare diseases and helped launch new medical devices and software systems that contribute to improved patient outcomes.

My analyses inform practical, real-world decisions. I’ve designed dashboards that drove strategic decision-making by the healthcare executives.

I love to ask questions. I’m a proud generalist and am often the “methods person” in a room full of experts, ranging from healthcare providers to diplomats, from legal experts to AI researchers. As I collaborate with them to make sense of their data and structure our findings, I have the privilege of learning from and with them. In doing so, sometimes I accidentally (intentionally?) pick up and adopt frameworks into my own. These frameworks have allowed me to exercise my skillset into service offerings.

What I Do

Data Platform Engineering

Build scalable data infrastructure that grows with your organization. From automated QC systems to tokenization pipelines, we architect solutions that handle healthcare data at scale.

• Real-world data (RWD) platform design and implementation
• Automated data quality monitoring and validation
• HIPAA-compliant data tokenization and de-identification
• ETL/ELT pipeline development and optimization

Digital Health & Clinical Data

Expertise in digital biomarkers, sensor data validation, and decentralized clinical trial infrastructure. I understand the V3 validation framework (Sensor Verification, Analytical Validation, Clinical Validation).

• Digital endpoint development and validation
• Wearable and sensor data integration
• Decentralized clinical trial data management

Enterprise Data Solutions

Experience managing data infrastructure serving 175K+ users across 6,000 hospitals. Expert in data governance, metadata management, and operational reporting.

• Data governance and lineage documentation
• Metadata management and data catalogs
• Process automation (UIPATH, Python scripting)
• Business intelligence and operational dashboards

Healthcare Experience

TargetRWE - Real-World Evidence

Built and maintained enterprise data platforms for real-world evidence generation. Developed automated QC systems for data quality monitoring and implemented tokenization solutions for patient privacy compliance.

Vivosense - Digital Biomarkers

Led digital endpoint initiatives for decentralized clinical trials. Managed sensor selection, measure development, and V3 validation processes. Expertise in transforming raw sensor data into validated clinical endpoints.

GHX (Vendormate) - Healthcare Operations

Managed data infrastructure serving 175K active users, 6,000 hospitals, and 25K vendor companies. Processed 2M+ credential badges annually. Built automated reporting systems and established data/metadata governance practices.

Engagement Models

Project-Based

Fixed-scope engagements for specific deliverables: data platform design, pipeline development, or data quality audits. Starting at $500.

Advisory Retainer

Ongoing strategic support for data architecture decisions, vendor evaluations, and technical guidance. Starting at $1,000/month.

Embedded Partnership

Join your team as a fractional data engineer for ongoing implementation work. Flexible arrangements up to $2,000/month.

Ideal Clients

• Life sciences companies needing real-world evidence capabilities
• Digital health startups requiring data platform architecture
• Healthcare organizations modernizing their data infrastructure
• Clinical research organizations implementing decentralized trials

Get Started

Ready to transform your healthcare data operations? Let's discuss your challenges and explore how Pyaar Data Factory can help.

Pyaar Projects LLC | Data Engineering for Healthcare