Ekram’s Logbook

Nautilus Labs Take Home Assignment

The Task That Landed Me My First Analyst Role

Posted on July 15, 2025

My journey as a maritime data analyst began at Nautilus Labs, a maritime technology startup that leveraged AI-driven analytics to optimize vessel speed, route, and performance, reduce fuel consumption, and minimize emissions for more sustainable and efficient shipping operations. I joined Nautilus in April 2022 as a Voyage Optimization Analyst,... [Read More]

Fishing Predictor

A Web App to Predict Fishing Activity of Vessels

Posted on November 30, 2021

This web app predicts the fishing activity of Pole and Line vessels based on their position, speed, and the time of year. The data comes from Global Fishing Watch, a non-profit organization that uses data and scientific analysis to promote more sustainable fishing practices. [Read More]

How Does a Bike-Share Navigate Speedy Success?

A Case Study on the 'Cyclistic' Bike-Share Company

Posted on July 31, 2021

Welcome to the Cyclistic bike-share analysis case study! This capstone project was completed as part of my Google Data Analytics Professional Certificate. [Read More]

Moving to a New City? “Citrics” Is Here to Help

The City Comparison Tool to Help You Decide Before You Move

Posted on September 25, 2020

As part of my Lambda School curriculum, I participated in a group project to build a website called “Citrics,” designed to help people gather information about cities and much more. The project was a collaboration between two teams: Web Developers and Data Scientists—I was part of the Data Science group.... [Read More]

Building a Web App to Predict Kickstarter Campaign Success

Posted on August 20, 2020

As a Lambda School data science student, I, along with my peers, was tasked with creating a web app to predict the success or failure of Kickstarter campaigns. It was a fun and rewarding project—building a fully functional, useful app from scratch in just four days felt amazing! [Read More]