Main Projects

LAPD Crime Analysis

Los Angeles Crime Analysis

Skills: Data Analysis · SQL · Tableau · Python

With this project, we seek to identify trends, patterns, and high-risk areas to enhance law enforcement strategies, improve public safety measures, and provide comparative analyses of crime trends in other cities.

Real Estate Data Warehouse

Real Estate Data Warehouse & ETL

Skills: Data Engineering · SQL · Airflow · Python · Power BI

Designed and implemented a data warehouse for real estate sales, including schema design, API integration, data preprocessing, and SQL-based transformations. Implemented SCD Type 1 and 2 for historical tracking, data quality checks, and pipeline monitoring with Flower API. Built a Data Engineering dashboard to track pipeline reliability and performance.

Dog Breed Classification

Dog Breed Classification (ResNet · InceptionV3)

Skills: Transfer Learning · PyTorch · Machine Learning

Hybrid approach using pretrained architectures to extract robust features and build a high-performing breed classifier — includes experimentation notebooks and model comparison.

Mango Leaf Disease

Mango Leaf Disease Classification

Skills: CNN · Grad-CAM · OpenCV

Multiclass disease classifier for mango leaves using CNNs, explainability (Grad-CAM) and feature extraction techniques to support agricultural diagnostics.

Recipe Website Project

Efficient Automation of Recipe Selection Boosting Traffic with Machine-Learning

Skills: Data Analysis · Data Science · Classification · Data Visualization

This project automates the recipe selection process to increase traffic on a fictional recipe website by implementing a machine learning solution.

More Projects

Technologies

Languages

Python
SQL

DevOps & Version Control

GitHub
Docker

Data Engineering

Apache Spark
Apache Kafka
Apache Flink
Apache Airflow

Business Intelligence

Tableau Tableau

Data Science | Machine Learning

Pandas
PyTorch