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Essays pinned up from inside the projects: what I built, what broke, and what I'd keep.

1 May 2026 · 10 min read

Building for India’s Accessibility Gap — What Lexara Air Taught Me

Dyslexic learners in rural India can’t access English-only PDF resources. Here’s how I built a 6-stage cognitive scaffolding pipeline that converts exam content into adaptive, multilingual flows.

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AI Research

28 April 2026 · 9 min read

Why Explainability Matters More Than Accuracy in Medical AI

90% accuracy sounds impressive until a radiologist asks ‘where did the model look?’ Here’s what building Brain Tumor AI with Grad-CAM and MC Dropout taught me about trust in clinical systems.

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AI Engineering

16 April 2026 · 12 min read

How I Built a “Process-Once, Reuse-Everywhere” AI Pipeline

One reliable AI extraction. Five production workflows. Zero repeated LLM calls. Here’s the architecture behind Doctor Copilot and why it changed how I think about AI products.

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3 posts

Building for India’s Accessibility Gap — What Lexara Air Taught Me1 May 2026 · 10 min read Why Explainability Matters More Than Accuracy in Medical AI28 April 2026 · 9 min read How I Built a “Process-Once, Reuse-Everywhere” AI Pipeline16 April 2026 · 12 min read