Actuarial-Reflections

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Actuarial Reflections
Personal blog by Krishna Shrestha — sharing insights, tutorials, and reflections on actuarial science, data science, and professional growth.
Explore the latest posts below!

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Data Pipelines: The Backbone of Modern Data Engineering

data engineering

pipelines

tools

A comprehensive guide to data pipelines, their uses, and essential tools for implementation.

Jul 19, 2025

IKSHRESTHA

Complete ggplot2 Visualization Guide: Mastering Beautiful Data Plots

data visualization

ggplot2

data science

A comprehensive guide to creating stunning visualizations with ggplot2, featuring custom themes, advanced techniques, and all major plot types with beautiful aesthetics.

Jul 17, 2025

Krishna Kumar Shrestha

Risk Treatment Strategies: A Comprehensive Guide to Managing Uncertainty

risk management

actuarial science

insurance

business strategy

ERM

Explore the five fundamental risk treatment strategies - Avoid, Retain, Reduce, Transfer, and Exploit - with practical examples and implementation guidance for effective risk management.

Jul 14, 2025

Krishna Kumar Shrestha

Portfolio Optimization: A Simple Guide to Mean Variance Analysis

finance

portfolio optimization

mean variance

risk management

A beginner-friendly guide to portfolio optimization using Mean Variance Analysis in R. Learn how to build optimal portfolios that balance risk and return.

Jul 13, 2025

Krishna Kumar Shrestha

Categories

Data Pipelines: The Backbone of Modern Data Engineering

Complete ggplot2 Visualization Guide: Mastering Beautiful Data Plots

Risk Treatment Strategies: A Comprehensive Guide to Managing Uncertainty

Portfolio Optimization: A Simple Guide to Mean Variance Analysis