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Khang Tran

@khangtran1

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Python developer behind a Streamlit garbage route optimizer using genetic algorithms and OpenStreetMap.

Philippines

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I developed an interactive garbage route optimization application using Streamlit and Python, applying a Genetic Algorithm with 2-opt local search to solve Capacity-Aware Vehicle Routing. I integrated OpenStreetMap road networks and added a Haversine fallback for routing consistency.

The project includes interactive multi-truck maps, convergence charts, and metrics for fuel consumption, cost, and CO2 emissions. I also created benchmark comparisons and JSON, CSV, and ZIP exports for optimized route schedules.

Experience

Work history, roles, and key accomplishments

Python Developer & Researcher

Garbage Route Optimizer

Mar 2026 - May 2026 (2 months)

Designed and developed an interactive garbage route optimization web application using Streamlit and Python, implementing a Genetic Algorithm (GA) with 2-opt local search to solve Capacity-Aware Vehicle Routing. Integrated real-world spatial road networks via OpenStreetMap (OSMnx) to compute accurate path distances, designing a robust Haversine fallback system to ensure routing and scheduling cons

Python Streamlit Genetic Algorithms 2 OPT Vehicle Routing OpenStreetMap OSMnx Haversine Folium Data Visualization JSON CSV Zip

Business Manager/Videographer/Editor

Republic Central Colleges Documentation Team

Aug 2021 - Jun 2023 (1 year 10 months)

Served as the primary videographer and editor, producing high-quality video content for the school. Edited a total of 15 videos using Adobe Premiere Pro, resulting in a cumulative view count of 41,575.

Videography Video Editing Premiere Pro Social Media Strategy Content Creation

Web Developer

Personal Website

Jun 2020 - Jul 2020 (1 month)

Designed and developed a personal website using HTML and CSS, showcasing strong front-end development skills. Compiled and tested the website in Visual Studio Code to ensure functionality and compatibility across different browsers and devices.

HTML CSS Visual Studio Code Frontend Development Web Development

Education

Degrees, certifications, and relevant coursework

City College of Angeles

Bachelor of Science, Computer Science

2024 -

Grade: 1.75

Pursuing a Bachelor of Science in Computer Science with a GPA of 1.75. Coursework includes Data Structures & Algorithms, Computer Programming, Artificial Intelligence Fundamentals, and Object-Oriented Programming.