Lindsay Aiello: Data Science and Analytics Portfolio

Explore my projects in data science and analytics.

Data Projects

Explore my data science and analytics project portfolio here.

Data Cleaning

Transforming raw data into usable formats efficiently.

A computer screen displaying analytics dashboards with various charts, including a line graph on the left and a cohort analysis table on the right. The table is populated with different shades of blue, indicating varying levels of user activity over several weeks. Text labels and numbers detail user retention statistics.

A computer screen displaying analytics dashboards with various charts, including a line graph on the left and a cohort analysis table on the right. The table is populated with different shades of blue, indicating varying levels of user activity over several weeks. Text labels and numbers detail user retention statistics.

Data Analysis

Insights derived from comprehensive data exploration techniques.

A computer screen displaying a coding interface with Python code related to machine learning. The code imports libraries like sklearn and deals with model metrics such as precision and recall. A classification report is shown along with a section titled 'Different meta model trained' listing various models like DT, RF, LR, and XGB. Below, there is code for tuning an XGB model using GridSearchCV.

A computer screen displaying a coding interface with Python code related to machine learning. The code imports libraries like sklearn and deals with model metrics such as precision and recall. A classification report is shown along with a section titled 'Different meta model trained' listing various models like DT, RF, LR, and XGB. Below, there is code for tuning an XGB model using GridSearchCV.

A laptop with an open screen displaying dashboard analytics featuring charts, graphs, and numerical data related to sales and subscriptions. The interface is predominantly dark-themed with sections highlighting key performance metrics. The device shown is a MacBook Pro, indicated by the keyboard layout and branding.

A laptop with an open screen displaying dashboard analytics featuring charts, graphs, and numerical data related to sales and subscriptions. The interface is predominantly dark-themed with sections highlighting key performance metrics. The device shown is a MacBook Pro, indicated by the keyboard layout and branding.

Machine Learning

Building predictive models to solve complex problems effectively.

Data Visualization

Creating impactful visual representations of data findings.

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Bright living room with modern inventory

Bright living room with modern inventory

Statistical Analysis

Using p values and t-tests for statistical analysis.

Work Experience

I have worked on various data science and analytics projects, showcasing my skills and expertise.

Projects include data cleaning and analysis.

Experience

Data Science Projects

Freelance Work

2022 - Present

Engaged in multiple freelance projects focusing on data visualization and machine learning.

Analytics Projects

Internship Role

2021 - 2022

Assisted in data manipulation and analysis for various clients, enhancing their decision-making processes.

An iPad displaying data visualization content next to a book titled 'Data Science for Business.' The iPad is showing notes and a diagram about dashboard design, accompanied by a stylus placed between the iPad and the book.

An iPad displaying data visualization content next to a book titled 'Data Science for Business.' The iPad is showing notes and a diagram about dashboard design, accompanied by a stylus placed between the iPad and the book.

Welcome to Lindsay Aiello's Portfolio

Explore my journey in data science, showcasing projects in data analytics, machine learning, and visualization. Let's dive into the world of data together!

A vintage typewriter with a sheet of paper on which the words 'MACHINE LEARNING' are typed in bold. The typewriter appears to be an older model with black keys and a white body, placed on a wooden surface.

A vintage typewriter with a sheet of paper on which the words 'MACHINE LEARNING' are typed in bold. The typewriter appears to be an older model with black keys and a white body, placed on a wooden surface.

150+

15

Master's Degree Holder

Data Enthusiast

Data Science Services

Explore my portfolio showcasing data science, analytics, and machine learning projects and expertise.

Data Cleaning Services

A person with a striped shirt and a cap is standing in front of a computer screen displaying data and analytics. Another laptop is open on a desk below the monitor, and a large metallic tank with a pressure gauge is nearby.

A person with a striped shirt and a cap is standing in front of a computer screen displaying data and analytics. Another laptop is open on a desk below the monitor, and a large metallic tank with a pressure gauge is nearby.

Expert data cleaning to ensure accuracy and reliability in your datasets and analyses.

An abstract, pastel-colored, 3D-rendered representation of data analysis and search engine optimization (SEO). The image features a computer interface with various analytics symbols, including a magnifying glass, bar charts, pie charts, and a search bar with the text 'SEO'. Surrounding the interface are different objects such as a potted plant, a cup with a saucer, and a megaphone, all placed on a light green background.

An abstract, pastel-colored, 3D-rendered representation of data analysis and search engine optimization (SEO). The image features a computer interface with various analytics symbols, including a magnifying glass, bar charts, pie charts, and a search bar with the text 'SEO'. Surrounding the interface are different objects such as a potted plant, a cup with a saucer, and a megaphone, all placed on a light green background.

A person is viewing a map with red data points on a computer monitor, likely indicating a geographical distribution. The image has a focus on technology and data analysis.

A person is viewing a map with red data points on a computer monitor, likely indicating a geographical distribution. The image has a focus on technology and data analysis.

Data Analysis Services

Comprehensive data analysis to derive insights and support informed decision-making for your projects.

Transform raw data into actionable insights through effective data manipulation and visualization techniques.

Data Visualization Services