Mahendra Palecha

12 Aug

Zero-Downtime Migration: How to Modernize a Legacy Genetic Testing Platform Without Stopping Operations

August 15, 2026
By Mahendra

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05 Aug

Genomics

AI Agents in Clinical Genomics Labs: What’s Actually Production-Ready in 2026

August 15, 2026
By Mahendra

AI Agents in Genomics: What Actually Works and What Doesn't /* ====================...

04 Aug

Genomics

21 CFR Part 11 and Clinical Genomics Software: What Compliance Actually Requires

August 15, 2026
By Mahendra

21 CFR Part 11 for Genomics: When It Applies and When It Doesn't /* ============================================================ ...

04 Aug

Genomics

SOC 2 Type II for Genomics Startups: What Auditors Actually Test in a Precision Medicine Platform

August 15, 2026
By Mahendra

/* ============================================================ NONSTOP IO — BLOG CUSTOM-COMPONENT CSS Union of all component cla...

04 Aug

Genomics

How Software Reduces Genetic Testing Claim Denials: CPT Coding Automation for Genomics Labs

August 5, 2026
By Mahendra

Direct-to-Consumer Genetic Testing Platform Architecture: A 2026 Engineering Teardown of the Seven Layers

01 Jul

Genomics

Genomic Data Migration to Cloud Lakehouse Architecture: A 2026 Engineering Playbook for Bioinformatics and Clinical Labs

August 1, 2026
By Mahendra

Direct-to-Consumer Genetic Testing Platform Architecture: A 2026 Engineering Teardown of the Seven Layers

30 Jun

Genomics

Remote Patient Monitoring Software: Features, Compliance, and Implementation Risks

July 20, 2026
By Mahendra

Direct-to-Consumer Genetic Testing Platform Architecture: A 2026 Engineering Teardown of the Seven Layers

30 Jun

Genomics

NGS Data Analysis Platforms: How Labs Scale Faster and Cut Turnaround Time

July 20, 2026
By Mahendra

Direct-to-Consumer Genetic Testing Platform Architecture: A 2026 Engineering Teardown of the Seven Layers

19 May

Genomics

Variant Knowledge Management System (KMS) for Genomics Labs: Replace Spreadsheets Before Your Next CAP Audit

August 1, 2026
By Mahendra

Variant Knowledge Management System for Clinical Genomics Labs How many of your laboratory’s current VUS classific...

10 May

Blogs

Reimagining MultiQC Reports with AI Assistance for Bioinformaticians

August 15, 2026
By Mahendra

Discover how an AI-assisted Nextflow pipeline transforms MultiQC report interpretation, automatically surfacing key QC metrics, ranking issues, and cutting manual review time for high-throughput sequencing batches.

Posts by Mahendra

Zero-Downtime Migration: How to Modernize a Legacy Genetic Testing Platform Without Stopping Operations

AI Agents in Clinical Genomics Labs: What’s Actually Production-Ready in 2026

21 CFR Part 11 and Clinical Genomics Software: What Compliance Actually Requires

SOC 2 Type II for Genomics Startups: What Auditors Actually Test in a Precision Medicine Platform

How Software Reduces Genetic Testing Claim Denials: CPT Coding Automation for Genomics Labs

Genomic Data Migration to Cloud Lakehouse Architecture: A 2026 Engineering Playbook for Bioinformatics and Clinical Labs

Remote Patient Monitoring Software: Features, Compliance, and Implementation Risks

NGS Data Analysis Platforms: How Labs Scale Faster and Cut Turnaround Time

Variant Knowledge Management System (KMS) for Genomics Labs: Replace Spreadsheets Before Your Next CAP Audit

Reimagining MultiQC Reports with AI Assistance for Bioinformaticians

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