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Résumé

Data scientist and software developer with a foundation in computational geometry, applying geometric methods across architectural design, engineering simulation, and ML data pipelines. Passionate about building robust, geometry-driven software solutions at the intersection of data science and geometric computing.

Work Experience

Computational Design Developer

Jun 2024 – Present

Adaptis · Toronto, Canada

  • Built and deployed automated ML data generation pipelines leveraging computational geometry methods
  • Developed a daylighting analysis pipeline that combines geometry generation and ray-tracing simulations
  • Bridged data science and software engineering to deliver customer-facing financial tooling, with unit and end-to-end test coverage
  • Led the CI/CD and release process for a core company product, managing versioning and deployment pipelines
  • Took ownership of and completed projects scoped for Senior Data Scientists

CAE Research Intern

Mar 2023 – Nov 2023

BMW Group · Munich, Germany

  • Built a computational geometry pipeline for design optimization of interior part stiffness, integrating FEA simulation and automated post-processing
  • Recognized by design and simulation teams as a high-value contribution, resulting in additional budget allocation for further development

Façade Engineer Intern

Sep 2022 – Mar 2023

Octatube Engineering · Delft, Netherlands

  • Post-processed computational geometry models for the construction of the Paper Dome pavilion at TU Delft
  • Assisted with technical cost estimation for tender offers, analyzing facade assemblies and unit costs

Architectural Technologist

Jul 2019 – Jul 2020

PLP Architecture · London, UK

  • Progressed from intern to full-time; designed the entrance atrium of a 50-story Tokyo office building, approved by clients and advanced to planning stage
  • Developed parametric computational geometry models using Rhino and Grasshopper for architectural design optimization

Architectural Designer Intern

May 2018 – Aug 2018

PLP Architecture · London, UK

  • Contributed to competition entries and spatial planning across London and Delhi projects

Education

MSc. Building Technology

Sep 2021 – Nov 2023

TU Delft · Netherlands · GPA: 3.64

  • Award: Cum Laude
  • Thesis: Multidisciplinary Design Optimization for Additive Manufacturing Repair (geometric mesh processing & FEA)

BA. Architectural Studies

Sep 2015 – Apr 2019

University of Toronto · Canada

  • Specialized in the Technology Stream — parametric geometry modelling, design informatics, and physical prototyping

Leadership

Chair of Company Relations & Finance

Apr 2022 – Apr 2023

BouT at TU Delft

  • Managed a team of 15 in organizing a networking event for 7 companies and 60 students
  • Managed the association's finances and established company partnerships for collaborations

Humanitarian Work

Disaster Relief Mission

Aug – Sep 2020

Beirut, Lebanon

  • Responded to the 2020 Beirut explosion as part of a disaster relief mission
  • Reported damages and collaborated with local glass producers to provide façade replacements — successfully restored the facades of 25 houses

Technical Skills

Programming Languages

Python, C#, JavaScript, TypeScript

Data Science

Pandas, NumPy, Matplotlib, Plotly, Streamlit, MongoDB

Computational Geometry

Shapely, Trimesh, Ladybug-Geometry, Rhinoceros, Grasshopper

Optimization

Genetic Algorithms, SAW

AI-Assisted Development

Claude Code, Cursor

Software Development

Git/GitHub, Docker, FastAPI, Pydantic, GCP, Google Apps Script, Linux, Conventional Commits, Semantic Versioning, GitLab/Bitbucket Pipelines

Testing

Pytest, Vitest, Playwright

Simulation

Finite Element Analysis, Ray Tracing & Acoustic Simulation

Expanding into: C++, React

Languages

English, French, Arabic