Jason Abi Chebli

Software Portfolio

I first discovered my passion for programming at a young age, and it quickly became something I truly enjoyed. After taking some time to explore other areas and expand my skillset, I've returned to the world of coding, diving into exciting projects across data science, app development, and machine learning.

Gift Finder | Full Stack Engineer

Coming Soon!

Coming Soon
Trackr app preview

Trackr - Personal Finance App | Founder & Product Engineer

Designed and built Trackr, a modern Flutter app for personal finance management with budgeting, OCR scanning, multi-account sync, and friendly mascot-led onboarding. Preparing for commercial release.

ICU Mortality Modeling preview

ICU Mortality Modeling | ML/Data Science Engineer

Applied machine learning to the MIMIC-III dataset to predict ICU patient mortality using vitals, comorbidities, and diagnostic codes. Built interpretable and deep learning models with ROC-based evaluation and rigorous preprocessing.

Finance vs Birdsong classification

Finance vs Birdsong - Time Series Classification | ML/Data Science Engineer

Compared linear and tree-based classifiers to distinguish financial vs birdsong time series based on extracted statistical features, using R's tidymodels. Included ROC-based evaluation and visual interpretations.

Retail forecasting chart

Retail Forecasting - NT Electronics Turnover | Data Scientist

Forecasted monthly turnover in NT's electronics retail sector using ETS and ARIMA. Included STL decomposition, Box-Cox transforms, unit root tests, and 2-year validation with updated ABS data.

Cricket PCA analysis

Cricket Performance PCA Analysis | ML/Data Science Engineer

Performed PCA on women's T20 cricket stats to uncover key performance dimensions. Used resampling and permutation testing for inference and visualized insights with biplots and clustering.

Olympics Database | Data Engineer

Developed a database system for Paris Arrow Transit (PAT) to manage transportation logistics, using relational and non-relational databases with advanced SQL and automated business rules.

Library Database | Data Engineer

Developed a database for the ReadMore Community Library (RCL) using conceptual and logical modeling, normalization, and schema development to ensure efficient data management and integrity.

Australian Earthquakes Analysis | Data Analyst

Analyzed Australian earthquake data, identifying trends in seismic activity, regional risks, and the relationship between magnitude, depth, and damage, using data visualization techniques.

Australian Athletes Analysis | Data Analyst

Performed an in-depth analysis of Australia's Olympic performance, exploring trends in medal counts, athlete participation, gender differences, and more, with interactive visualizations and statistical insights.

Starbucks Coffee Analysis | Data Analyst

Explored the nutritional content of Starbucks' hot coffee drinks, using regression models and data visualizations to identify the healthiest combinations.

Crime Analysis | Data Analyst

Investigated crime trends and correlations using R Studios, applying statistical methods and data visualization to uncover patterns and predictive factors for urban safety insights.

Organization Web App | Full Stack Engineer

Built a web app to enhance organization and time management, enabling users to create lists, set deadlines, and plan their week with an intuitive and user-friendly interface.

Domestic Travel Co. Web App | Lead Full Stack Engineer

Led a team in the development of a travel planning application for students to efficiently plan and manage domestic flight trips, including creating a PMP, UI/UX design, and both front-end and back-end development.

Garbage Shooter | Game Developer

Created an interactive game that lets users control a spaceship to destroy space debris, raising awareness about waste management in space.