Nusrat Jahan Lia
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Nusrat Jahan Lia

© 2026 Nusrat Jahan Lia. All rights reserved.

Blogs

Just my random thoughts, opinions, curiosities, and questions. My blogs are pretty conversational... I write just how I would speak. It's a Rubber-ducking session to me.

Thinking aloud Federated Code Intelligence: Privacy, Retrieval, and Knowledge Asymmetry

Thinking aloud Federated Code Intelligence: Privacy, Retrieval, and Knowledge Asymmetry

I didn't just want to rely on some LLM-generated response or forum question answers. I kept wondering where I could learn from actual, recent, battle-tested approaches used by companies currently operating these systems at scale.

Jan 11, 2026Read More
The Art of Knowing When to Stop: Early Stopping in AI and Life

The Art of Knowing When to Stop: Early Stopping in AI and Life

Consider stopping soon. How many times have we all needed that exact warning in our lives?

Aug 20, 2025Read More
The Canvas of Resistance: On Differentiation, Algorithms, and the Mathematics of Justice

The Canvas of Resistance: On Differentiation, Algorithms, and the Mathematics of Justice

Thinking aloud: in a world that systematically flattens difference into hierarchy, what is means to be a differentiator?

Aug 7, 2025Read More
Breaking Down Language Barriers: How AI Can Learn to Fix Bangla Grammar

Breaking Down Language Barriers: How AI Can Learn to Fix Bangla Grammar

Exploring how synthetic data and AI can bridge the grammar gap for Bangla speakers.

Aug 3, 2025Read More
How AI is Learning to Spot Bias (And Why It Matters More Than Ever)

How AI is Learning to Spot Bias (And Why It Matters More Than Ever)

We’re living through what researchers call “hyperpartisan” news : content written with such extreme ideological manipulation that it barely resembles reality.

Jul 24, 2025Read More
What if our most fundamental assumption about environmental economics, that innovation leads to sustainability, is fundamentally flawed?

What if our most fundamental assumption about environmental economics, that innovation leads to sustainability, is fundamentally flawed?

A data driven analysis on development pathways for nations.

Apr 22, 2025Read More
Can Diffusion Models Reshape Privacy Boundaries?

Can Diffusion Models Reshape Privacy Boundaries?

Exploring How Diffusion Models Challenge and Redefine Privacy in AI-Generated Data

Mar 12, 2025Read More