Amit chakraborty

Senior Solutions Architect & 0-to-1 Builder (8+ yrs). Specializing in AI, React Native, and Web3. Currently engineering Aura AI and open to high-leverage architectural roles.

Kolkata Joined on Apr 8, 2020 https://amitchakraborty.dev/

Education

Mca

Work

Senior Solutions Architect

Amit chakraborty

Sep 10

MLOps: models that survive production · 1. Why models fail in production and never in the notebook

#tutorial #aiengineering #mlops #executionstateandtherepl

9 min read

Amit chakraborty

Sep 10

Idempotency as a Product Feature: Run Keys, Leases, and Scheduling

#fullstack #idempotency #architecture #llm

5 min read

Amit chakraborty

Sep 10

Systems Engineering for High-Magnitude Seismic Events

#engineeringresponse #earlywarningsystems #systems #reliability

5 min read

Amit chakraborty

Sep 10

Architecture Over Algorithms: Scaling an Engineering Team from 0 to 21

#engineeringleadership #architecture #reactnative #compliance

6 min read

Amit chakraborty

Sep 10

A Token Budget is an Architectural Constraint

#aiengineering #architecture #llm #rag

6 min read

Amit chakraborty

Sep 10

The DevOps bootcamp · 1. What DevOps is, once the marketing is removed

#devops #cicd #idempotency #observability

8 min read

Amit chakraborty

Sep 8

From 2-Day Releases to 4-Hour Releases: The Hierarchy of Engineering Velocity

#foundingengineer #reactnative #webdev

5 min read

Amit chakraborty

Sep 7

Next.js Streaming and the Latency Gap: Placing Suspense Where the Data Fails

#frontend #reactnative #webdev

5 min read

Amit chakraborty

Sep 7

PostGIS for People Who Thought They Needed a Search Cluster

#fullstack #reactnative #webdev

6 min read

Amit chakraborty

Sep 7

Deterministic Fallbacks for Every AI Path

#aillm #reactnative #webdev

6 min read

Amit chakraborty

Sep 6

Why Retrieval Quality Beats Model Choice

#aillm #reactnative #webdev

6 min read

Amit chakraborty

Sep 6

Engineering RAG Pipelines That Survive a HIPAA Compliance Audit

#aillm #reactnative #webdev

6 min read

Amit chakraborty

Sep 5

Reanimated Worklets: The Rule That Keeps Gestures Smooth

#reactnative #webdev

5 min read

Amit chakraborty

Sep 5

Achieving 60fps on Budget Android Hardware: Offloading Image Decode and ML Preprocessing

#reactnative #webdev

6 min read

Amit chakraborty

Sep 5

Hermes Bytecode and the Cold-Start Budget: Engineering Time-to-Interactive as a Product Requirement

#reactnative #webdev

6 min read

Amit chakraborty

Sep 4

Scaling React Native Performance: When to Move Logic to C++ via JSI

#reactnative #webdev

6 min read

Amit chakraborty

Aug 31

What Bridgeless Mode Actually Changed in React Native

#reactnative #webdev

5 min read

DEV Community

Amit chakraborty

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MLOps: models that survive production · 1. Why models fail in production and never in the notebook

Idempotency as a Product Feature: Run Keys, Leases, and Scheduling

Systems Engineering for High-Magnitude Seismic Events

Architecture Over Algorithms: Scaling an Engineering Team from 0 to 21

A Token Budget is an Architectural Constraint

The DevOps bootcamp · 1. What DevOps is, once the marketing is removed

From 2-Day Releases to 4-Hour Releases: The Hierarchy of Engineering Velocity

Next.js Streaming and the Latency Gap: Placing Suspense Where the Data Fails

PostGIS for People Who Thought They Needed a Search Cluster

Deterministic Fallbacks for Every AI Path

Why Retrieval Quality Beats Model Choice

Engineering RAG Pipelines That Survive a HIPAA Compliance Audit

Reanimated Worklets: The Rule That Keeps Gestures Smooth

Achieving 60fps on Budget Android Hardware: Offloading Image Decode and ML Preprocessing

Hermes Bytecode and the Cold-Start Budget: Engineering Time-to-Interactive as a Product Requirement

Scaling React Native Performance: When to Move Logic to C++ via JSI

What Bridgeless Mode Actually Changed in React Native