I write to simplify complex technical concepts—ranging from machine learning fundamentals
to optimization, model performance, and data science workflow. My goal is to make advanced
ideas accessible to beginners while reinforcing my own understanding through teaching.
This page features my published articles and relevant certifications that support my
learning journey and professional development.
Dive into the world of machine learning optimization with this personal and engaging article! Inspired by my kitchen mishaps, I explore the fine in between perfection and overdoing it in the realm of machine learning.
This article explores popular techniques, their principles, and how they enhance model performance and convergence. Learn how these algorithms address overfitting and high variance, paving the way for more accurate predictions.
Explore the fundamentals of machine learning in this series, breaking down complex tasks into understandable concepts. Whether you're a beginner or have some experience, grasp the essentials of building machine learning models. This article simplify equations and unveil the secrets behind tasks like recognizing faces and predicting stock prices.
This article is an hands-on journey to neural networks. I explained the intricacies of implementation of neural networks from scratch.
This article is a reflection on a personal journey as an A-Student navigating the tech industry. It offers guidance to newcomers, sharing my experiences and lessons learned.
In this article, I unravel the intricacies of data refinement, comparing it to the transformation of crude oil into petrol. Explore techniques in data wrangling, moving beyond cleaning to extract valuable insights from raw data.
I'm a final-year Civil Engineering student with a strong foundation in data analysis and machine learning. Proficient in Python, SQL, and PowerBI, I blend my technical skills with a keen interest in business intelligence and artificial intelligence. Despite being a beginner in AWS Cloud computing, I am enthusiastic about exploring its potential in the world of data science.
Beyond my technical skills, I am passionate about sustainable development goals, specifically SDG 4, and I love exploring innovative ways to contribute meaningfully to these objectives.
With a combination of curiosity, dedication, and a hunger for learning, I am excited about the possibilities in the data science landscape.