Writing

Writing

Essays, updates, and external publications from across the web.

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Building Quiet Systems
1 min read

Building Quiet Systems

Notes on reducing operational noise and making room for deep work.

Systems Writing
Medium ↗

Building a Decentralized Voting System with Hedera

A practical guide to building a decentralized voting system on Hedera.

Blockchain Hedera Tutorial
Medium ↗

The Convergence of AI and Web3: A NEAR Perspective

Why AI + Web3 convergence matters and how NEAR can power the stack.

AI Web3 NEAR
Medium ↗

Chain Abstraction: Revolutionizing Blockchain Interoperability with NEAR Protocol

Exploring chain abstraction and how NEAR enables smoother cross-chain experiences.

Blockchain NEAR Interoperability
Medium ↗

Scaling the Blockchain: zk Rollups on Ethereum and zk Compression on Solana

A deep dive into zk Rollups on Ethereum and zk Compression on Solana for scaling.

Blockchain ZK Ethereum Solana
Medium ↗

The Cost of AI's Imagination: How Hallucinations Lead to Real-World Losses

Examining how AI hallucinations translate into tangible financial and operational risks.

AI Hallucinations Mira Network
Medium ↗

10 Game-Changing Ideas for Development Projects Using the ICP System

Ten practical project concepts leveraging the ICP system for Web3 builders.

Blockchain ICP
Medium ↗

Review of Vietnam's Draft Law on Digital Technology Industry (DTI)

A review of Vietnam's draft DTI law and implications for digital innovation.

Blockchain Policy Solana
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The Finternet Revolution: Reimagining Global Finance with Lessons from India

How India’s fintech lessons inform a global Finternet vision for open finance.

Fintech India Web3
Medium ↗

Credix: Revolutionizing Credit Markets with Web3 Technology

An overview of how Credix applies Web3 primitives to modern credit markets.

Web3 DeFi Credit
How I Built dimRed: A Dimensional Reduction Toolkit
2 min read

How I Built dimRed: A Dimensional Reduction Toolkit

The story behind building a dimensional reduction library that earned 62 GitHub stars

ML Python Technical Open Source
Paperspace ↗

Dimension Reduction - Autoencoders

Use neural autoencoders to compress and reconstruct high-dimensional data.

ML Autoencoders Python Dimension Reduction
Paperspace ↗

Dimension Reduction - IsoMap

Discover IsoMap for nonlinear manifold learning and dimensionality reduction.

ML IsoMap Python Dimension Reduction
Paperspace ↗

Dimension Reduction - t-SNE

Learn how t-SNE reveals clusters in complex, high-dimensional datasets.

ML t-SNE Python Dimension Reduction
Paperspace ↗

Dimension Reduction - LLE

Apply Locally Linear Embedding to preserve neighborhood structure in embeddings.

ML LLE Python Dimension Reduction
Paperspace ↗

Multi-Dimension Scaling (MDS)

Use Multi-Dimension Scaling to visualize high-dimensional data effectively.

ML MDS Python Dimension Reduction
Paperspace ↗

Diving Deeper with Independent Components Analysis (ICA)

Explore Independent Components Analysis for separating mixed signals in data.

ML ICA Python Dimension Reduction
Paperspace ↗

Understanding Dimension Reduction with PCA

Implement dimension reduction using Principal Component Analysis with PySpark.

ML PCA Python Dimension Reduction