@ankitaP

Ankita Patil

@ankitaP

Joined February 2026

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Ankita Patil — Engineering Notesblog.ankitapatil.dev4 posts

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Moving the Brains to the Metal: My Local AI Setup with Gemma 4

May 4 · 3 min read · Building for the web in 2026 means being an AI orchestrator. Most devs are just API consumers, but if you want to understand the stack, you move the intelligence to the metal. I recently migrated my w

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Stop Building Digital Graveyards: Solving the AI Latency Tax with Shadow Ingestion.

Apr 23 · 3 min read · Most fashion apps fail, because the friction of data entry is higher than the quality of output. You download the app, spend 10 minutes manually tagging the shirt, then remember you have 50 more items

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Your AI Stream is Fast, but Your UI is Lagging. Here’s Why.

Apr 18 · 3 min read · We’ve all seen it. You’re building a sleek AI-chat interface or a real-time agent dashboard. The tokens are flying in from the server at light speed, but the moment you try to scroll or click a "Stop"

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Breaking Down a 68MB React Build: Architecture Fixes That Cut It to 21MB

Mar 9 · 5 min read · Our React production build was 68MB.Not a typo. Sixty. Eight. MB. Deployments were slow. Uploads were painful. And the easy excuse was:“Big app. Happens.” Nah. So I opened the bundle and started pulli

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Ankita Patil

About

Available for

Ankita Patil's blogs

Recently published

Moving the Brains to the Metal: My Local AI Setup with Gemma 4

Stop Building Digital Graveyards: Solving the AI Latency Tax with Shadow Ingestion.

Your AI Stream is Fast, but Your UI is Lagging. Here’s Why.

Breaking Down a 68MB React Build: Architecture Fixes That Cut It to 21MB

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Ankita Patil

About

Available for

Ankita Patil's blogs

Recently published

Moving the Brains to the Metal: My Local AI Setup with Gemma 4

Stop Building Digital Graveyards: Solving the AI Latency Tax with Shadow Ingestion.

Your AI Stream is Fast, but Your UI is Lagging. Here’s Why.

Breaking Down a 68MB React Build: Architecture Fixes That Cut It to 21MB