Andres Arango Perez
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Python | TypeScript | Rust | ML | Data Science
Antioquia, Colombia
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Research Associate at the Institute of Flight GuidanceTechnische Universität BraunschweigMay 2020 - Jun 2024 (4 years 2 months)- Research on the integration of High Altitude Platforms Systems (HAPS) into the Air Traffic Management system. - Development of HAPS operations models for fast time simulations. - Operation and maintenance of the flight simulators of the Institute of Flight Guidance - Planning and execution of software and hardware upgrades for our flight simulators- CFront-End DeveloperCAVORIT Consulting GmbHAug 2017 - Aug 2019 (2 years 1 month)Front-End development of the Virtual Jet Engine, a product of Cavorit for Rolls-Royce Deutschland as a customer.
- TResearch and Academic AssistantTechnische Hochschule WildauJul 2017 - Apr 2020 (2 years 10 months)Research on the use of Augmented Reality for Single Pilot Operations. Operation and maintenance of the A320 flight simulator of the TH Wildau. Teaching the Flight Simulation winter-course in 2018 and 2020.
- RWerkstudentRolls Royce Deutschland LtdAug 2013 - Aug 2017 (4 years 1 month)Software development for digitalization, optimization and automatization of company processes.
Education
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- TMaster of Engineering - MEng, Aeronautik/Luftfahrt-/Raumfahrtwissenschaft und -technik, allgemeinTechnische Hochschule WildauSep 2016 - Feb 2019 (2 years 6 months)
- TBachelor of Engineering - BE, Aeronautik/Luftfahrt-/Raumfahrtwissenschaft und -technik, allgemeinTechnische Hochschule WildauSep 2012 - May 2016 (3 years 9 months)
Projects (professional or personal)
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- rrust-mlApr 2025Rust-ML is an educational machine learning library I'm developing that implements ML algorithms in pure Rust. The project combines Rust programming with foundational machine learning concepts, leveraging Rust's performance characteristics, memory safety guarantees, and expressive type system. Key features include: - Implementation of fundamental ML algorithms (currently focusing on linear regression) - Modular architecture following SOLID principles with clear separation of concerns - Comprehensive error handling using Rust's Result type and thiserror - Optimization algorithms like gradient descent for model training - Built-in profiling and benchmarking capabilities for performance evaluation - A builder pattern for intuitive model confi
- WWho's My Good Boy? - Computer Vision Image ClassificationApr 2025Project Description "Who's My Good Boy" is a progressive computer vision application developed to showcase expertise in modern ML engineering, deep learning, and full-stack development. The application utilizes a three-stage model development approach with increasing complexity: 1. General object classification using pre-trained MobileNetV2 (done) 2. Specialized dog detection through fine-tuning (done) 3. Dog breed identification with custom recognition for my dog, Apolo (outstanding) Technical Architecture - **ML Pipeline**: TensorFlow/Keras with transfer learning from MobileNetV2 - **Backend**: FastAPI REST API with containerized deployment - **Frontend**: Next.js with TypeScript, featuring image upload and camera capture - **Infrastru
- PPersonal WebsiteMar 2024A personal website as future entry point for my portfolio written in SvelteKit.
- CCompaiOct 2023A simple command line interface designed for pair programming based on the Google Generative AI APIs. Note: The Google GenAI APIs used for this project are now deprecated.
- TThe Nonlinear LibraryMar 2023A project to provide audio versions of content from the Effective Altruism community.