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Engineering Insights

Deep technical content on software development, AI architecture, MedTech integration, and how we build at speed.

Beyond Integration: How Agentic AI Is Cutting Clinical Workload — Without Replacing Your Team
MedTechAILIS Integration

Beyond Integration: How Agentic AI Is Cutting Clinical Workload — Without Replacing Your Team

Most healthcare systems have integrated their EHR and LIS — but integration alone doesn't reduce physician burnout or catch critical results faster. Agentic AI is the missing layer that turns connected data into autonomous clinical action.

Karan Kashyap
Karan Kashyap
Jul 28, 2026
Let's Build a VSCode-Style Interactive Portfolio from scratch in Next.js & TypeScript [Part 3]
Tutorial

Let's Build a VSCode-Style Interactive Portfolio from scratch in Next.js & TypeScript [Part 3]

Why a simulated code editor makes a better portfolio than another scrolling one-pager, and the single typed data model that drives the whole UI.

Karan Kashyap
Karan Kashyap
Jul 16, 2026
Let's Build a VSCode-Style Interactive Portfolio from scratch in Next.js & TypeScript [Part 4]
Tutorial

Let's Build a VSCode-Style Interactive Portfolio from scratch in Next.js & TypeScript [Part 4]

Why a simulated code editor makes a better portfolio than another scrolling one-pager, and the single typed data model that drives the whole UI.

Karan Kashyap
Karan Kashyap
Jul 16, 2026
Let's Build a VSCode-Style Interactive Portfolio from scratch in Next.js & TypeScript [Part 2]
Tutorial

Let's Build a VSCode-Style Interactive Portfolio from scratch in Next.js & TypeScript [Part 2]

Why a simulated code editor makes a better portfolio than another scrolling one-pager, and the single typed data model that drives the whole UI.

Karan Kashyap
Karan Kashyap
Jul 16, 2026
Let's Build a VSCode-Style Interactive Portfolio from scratch in Next.js & TypeScript [Part 1]
Tutorial

Let's Build a VSCode-Style Interactive Portfolio from scratch in Next.js & TypeScript [Part 1]

Why a simulated code editor makes a better portfolio than another scrolling one-pager, and the single typed data model that drives the whole UI.

Karan Kashyap
Karan Kashyap
Jul 16, 2026
Slow Lab Results Are Quietly Costing You Patients — How AI-Assisted LIS Fixes Turnaround Time
MedTechLIS IntegrationAI

Slow Lab Results Are Quietly Costing You Patients — How AI-Assisted LIS Fixes Turnaround Time

Turnaround time is the metric your clients feel most and your software controls most — yet most labs still manage it by gut instinct. Here's how an AI-assisted laboratory information system turns result delays into a competitive advantage.

Karan Kashyap
Karan Kashyap
Jul 15, 2026

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MedTechCustom Middleware Development

Offline-First LIS Middleware for a State Public Health Network: 900,000+ Patient Records Synced Across Public Healthcare Centres

A public-health technology partner operating an EHR/PHR platform across primary health centres in two Indian states, already managing more than 900,000 patient records. Their lab workflow still depended on standalone biochemistry analyzers with no link to the central record system, forcing field staff to hand-copy every result — a process that broke down further wherever connectivity was unreliable.

PythonPythonFlaskSQLiteSQLiteSQL ServerSQL ServerNode.jsNode.jsLaravelLaravelBluetooth Low Energy (BLE)
EdTechCustom Internal Tool Development · Workflow Automation

Self-Hosted Video Library Management and Automation Platform for an E-Learning Organisation

Client Profile: Online Learning Platform — thousands of active students and staff

PythonPythonFlaskSQLAlchemySQLAlchemySQLiteSQLiteFFmpegFFmpegFFprobeTelegram Bot APITailwind CSSTailwind CSSAlpine.js
E-commerceCustom E-commerce Solution

Headless Shopify + AI Compatibility Engine for PC Parts Retailer

How we built a headless e-commerce store with an AI chatbot and compatibility engine that reduced return rates for an Australian PC components retailer.

Next.jsNext.jsPythonPythonShopify PlusShopify PlusStrapiStrapiLangchainLangchainPineconePinecone
Healthcare / Med-TechCustom Middleware Development

LIS Integration with Erba & Snibe Lab Devices | Healthcare Case Study

How we automated lab result capture from Erba and Snibe analyzers using Python and HL7, eliminating manual data entry for an enterprise healthcare client in India.

PythonPythonHL7HL7SQLiteSQLiteREST API integration