Atelier · Slog

Sankar + Blog = Slog

Thoughts, insights, and stories from my journey.

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01The archive

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Long-form notes on design, AI, research and building software. Filter by topic or search.

9 posts

  • Understanding RNN, LSTM, and TransformersNo. 02

    AI · Deep Learning

    Understanding RNN, LSTM, and Transformers

    A comprehensive comparison of RNNs, LSTMs, and Transformers - exploring their architectures, advantages, and evolution in deep learning.

    • AI
    • Deep Learning
    • Neural Networks
    • RNN
    • LSTM
    • Transformers
    Read More
  • World's Top Universities in Engineering and DesignNo. 03

    Education · Universities

    World's Top Universities in Engineering and Design

    A comprehensive guide to the world's leading universities for engineering and design, featuring interactive maps and detailed insights into each institution's strengths.

    • Education
    • Universities
    • Engineering
    • Design
    • World Rankings
    Read More
  • Design PatternsNo. 04

    Design · Software

    Design Patterns

    An exploration of essential design patterns in software development and their applications in creating scalable, maintainable, and elegant solutions.

    • Design
    • Software
    • Architecture
    • Programming
    Read More
  • Pregnancy in Product Design: From First Date to Fully-Grown AdultNo. 06

    Design · Product Design

    Pregnancy in Product Design: From First Date to Fully-Grown Adult

    A human story comparing the product design lifecycle to human reproduction—from problem identification through conception, pregnancy, birth, and growth. Explores how products are born, raised, and sent into the world, with insights on human-AI collaboration and the GEMINI framework.

    • Design
    • Product Design
    • Design Thinking
    • Product Lifecycle
    • Human-AI Collaboration
    • GEMINI
    • Design Process
    • Product Development
    Read More
  • The Researcher's Complete Guide to Statistical Test SelectionNo. 07

    Statistics · Research

    The Researcher's Complete Guide to Statistical Test Selection

    From confusion to clarity: A comprehensive decision-tree approach to hypothesis testing. Navigate statistical tests with engineer-friendly math, visual explanations, and practical examples covering everything from t-tests to ANOVA, correlation analysis to effect sizes.

    • Statistics
    • Research
    • Data Analysis
    • Hypothesis Testing
    • ANOVA
    • T-Test
    • Correlation
    • Data Science
    Read More
  • Vibe Coding: The Art of AI-Assisted Development Done RightNo. 08

    AI · Programming

    Vibe Coding: The Art of AI-Assisted Development Done Right

    A comprehensive guide to transcending trial-and-error chaos and becoming the architect of your AI-powered development workflow. Learn the Rocket Launch Framework (Stage 0: Vision, Stage 1: Architecture, Stage 2: Precision) and master the art of productive human-AI collaboration in software development.

    • AI
    • Programming
    • Software Development
    • AI-Assisted Development
    • Coding
    • Development Workflow
    • Best Practices
    • Human-AI Collaboration
    • LLM
    • Development
    Read More

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