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Benjamin-Philipenko-Dev/README.md

Hi, I'm Benjamin Philipenko 👋

Computer Engineering graduate (University of Victoria) and Engineer-in-Training at Venturi Engineering Solutions, where I work on the simulation and data systems behind pipeline leak detection and operator training. I'm most interested in work where data, modelling, and software meet: machine learning, estimation, and the tooling that keeps real-world data trustworthy.

🌐 Portfolio: benphilipenko.ca · 💼 LinkedIn: benjamin-philipenko

Featured projects

Project What it is Stack
Adaptive Machine Learning for Radiolocation Parzen-window position estimation from WiFi signal strength, fused with an adaptive Kalman filter to track a moving target (cuts tracking error by about two-thirds and beats a neural-network baseline) MATLAB
Re-Bike Senior capstone (team of 5): regenerative-braking e-bike conversion. I led the user interface subsystem: a Teensy controller that handles throttle and brake input, sends motor commands over CAN bus, and drives an OLED dashboard C++, CAN bus
Antarctic Vision YOLOv5 object detection and segmentation, with a custom 1,600-image dataset to detect penguins Python, PyTorch, Colab
NHL Fantasy Score Predictor Weighted-average and linear-regression ensemble predicting fantasy scores from 15 seasons of NHL data Python
Leviathan Low-cost ocean-floor mapping prototype (Raspberry Pi, sonar, GPS) with interactive 3D terrain maps, backed by an Ocean Wise Ocean Action Grant Python, Node.js, Plotly
Embedded PWM Control Bare-metal STM32 system: interrupt-driven frequency measurement, ADC/DAC closed-loop control of a 555 timer, custom SPI OLED driver C, ARM Cortex-M0
Personal Portfolio Website This portfolio: a responsive single-page app Vue.js, Vuetify, Firebase

Tools I work with

Python · MATLAB · C/C++ · TypeScript/JavaScript · Vue.js · SQL · PowerShell · Git · SCADA & leak detection systems · hydraulic simulation

Pinned Loading

  1. adaptive-ml-radiolocation adaptive-ml-radiolocation Public

    Parzen-window WiFi localization fused with an adaptive Kalman filter to track a moving target (MATLAB)

    MATLAB

  2. antarctic-vision-penguin-detection antarctic-vision-penguin-detection Public

    Penguin detection and segmentation with YOLOv5 and a custom 1,600-image Roboflow dataset

    Jupyter Notebook

  3. anish-sivakumar/ReBike anish-sivakumar/ReBike Public

    Design Project - Motor Controls, User Interface, Throttle, Peripherals

    C 2

  4. leviathan-ocean-floor-mapping leviathan-ocean-floor-mapping Public

    Low-cost autonomous ocean floor mapping prototype: Raspberry Pi sonar + GPS with interactive 3D terrain maps

    Python

  5. embedded-pwm-control embedded-pwm-control Public

    Bare-metal STM32F0 PWM signal monitoring and closed-loop control with a custom SPI OLED driver

    C