A collection of data engineering projects, ML systems, and research explorations.
research, Statistics
Building a complete experimentation framework — from hypothesis testing to Bayesian inference
projects
A deep dive into e-commerce data using K-Means clustering to uncover the hidden relationship between delivery performance and customer retention.
research, ML
Understanding the mathematics of reducing high-dimensional data — from eigendecomposition to manifold learning
research, ML
Implementing core ML algorithms from first principles using only NumPy
data engineering, projects
Building a scalable recommendation engine with Lambda Architecture, Kafka, Flink, and Airflow
data engineering, projects
Building an enterprise-grade Retrieval-Augmented Generation system with dbt, Qdrant, and LangChain
No projects found in this category.