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jfmedina05/README.md

Jaiden Medina

B.S. in Computer Engineering @ Indiana University Bloomington
Accelerated M.S. in Intelligent Systems Engineering @ Indiana University | Starting Fall 2026
Minors in Mathematics and Intelligent Systems Engineering

Portfolio LinkedIn Email Resume


About Me

I'm a Computer Engineering student at Indiana University and an accelerated M.S. in Intelligent Systems Engineering at Indiana University.

My work spans embedded systems, FPGA acceleration, machine learning, robotics, cloud services, and healthcare technology. I enjoy building intelligent systems that bridge hardware and software to solve real-world problems.

Inspired by my sister's experience with Type 1 diabetes, I'm especially interested in medical devices, digital health, and human-centered engineering.

I'm also active in engineering leadership and professional development as the Founder and President of SHPE at Indiana University.

🌐 Portfolio: www.jaidenmedina.com


Current Focus

  • Embedded Systems & Edge Computing
  • FPGA Design & Hardware Acceleration
  • Machine Learning & Intelligent Systems
  • Medical Devices & Healthcare Technology
  • Robotics & Autonomous Systems

Featured Projects

A synthetic continuous glucose monitor analytics platform that simulates CGM workflows, detects glucose trends, classifies risk zones, and generates user-centered alerts.

Highlights

  • Synthetic CGM data generation and trend analysis
  • Risk classification and alert prioritization
  • Streamlit dashboard for visualization
  • Requirements traceability and validation documentation inspired by medical-device software practices

A collection of FPGA-based hardware accelerators built using SystemVerilog, AXI interfaces, and DMA-based data movement.

Highlights

  • Hardware accelerator development
  • AXI and DMA integration
  • Custom C driver development
  • Up to 250× speedup over software implementations

A distributed robotics platform combining a Romi 32U4 robot, Raspberry Pi, onboard vision system, and laptop operator station.

Highlights

  • PID line following and encoder feedback control
  • OpenCV and Redis drive-by-video system
  • ArUco marker detection and autonomous behaviors
  • Custom Fusion 360 camera mount design

A collection of embedded systems projects involving firmware development, PCB integration, enclosure design, and power analysis.

Highlights

  • UART communication and GPIO control
  • STM32 HAL and STM32CubeIDE development
  • Protective enclosure and sensor integration
  • Power consumption and cost analysis

A healthcare-focused computer vision project using convolutional neural networks to classify bone fracture images.

Highlights

  • TensorFlow/Keras model development
  • Image preprocessing and augmentation
  • Medical imaging classification workflow
  • Training and validation performance analysis

A cloud-deployed machine learning microservice for predicting building heating and cooling loads.

Highlights

  • Random Forest regression modeling
  • Flask REST API development
  • Swagger/OpenAPI documentation
  • Jetstream2 cloud deployment

Technical Areas

Languages

Python • C • C++ • Java • SQL • SystemVerilog • Verilog • JavaScript • HTML/CSS • RISC-V Assembly

Embedded & Hardware

STM32 • Raspberry Pi • Arduino • FPGA • UART • SPI • I2C • MQTT • GPIO • PWM

Machine Learning & Data

TensorFlow • TensorFlow Lite • scikit-learn • Pandas • NumPy • OpenCV • Power BI

Software & Cloud

Flask • REST APIs • Swagger/OpenAPI • GitHub Actions • Linux • Redis • Jetstream2

Engineering Tools

Vivado • STM32CubeIDE • LTspice • AutoCAD • DraftSight • Fusion 360 • Git


Community & Leadership

SHPE at Indiana University

Founder and President of the Indiana University chapter of the Society of Hispanic Professional Engineers (SHPE). Built a chapter serving 500+ students through professional development, industry partnerships, mentorship, and STEM outreach initiatives.

Tau Epsilon Kappa (TEK)

Founding Class and Vice President of Technical Development of the Beta Chapter of Tau Epsilon Kappa, a professional engineering and business fraternity focused on leadership, technical growth, entrepreneurship, and career development.


Language Breakdown

Overall

Without C


Activity Graph


Beyond Engineering

Outside of engineering, I compete as a student-athlete on the Indiana University Men's Rugby Team and enjoy building projects that combine technology with real-world impact.

I'm passionate about creating systems that improve lives, whether through healthcare technology, embedded systems, robotics, or intelligent software.

Pinned Loading

  1. glucose-trend-alert-system glucose-trend-alert-system Public

    Synthetic CGM analytics system for glucose trend detection, risk classification, simulated alerts, validation testing, and Streamlit dashboard visualization.

    Python

  2. romi-autonomous-vehicle romi-autonomous-vehicle Public

    Cyber-physical Romi autonomous vehicle integrating manual control, PID line following, ArUco road-sign detection, Raspberry Pi camera streaming, Redis/OpenCV drive-by-video, and real-time operator …

    Python

  3. stm32-embedded-systems-project stm32-embedded-systems-project Public

    STM32 embedded systems project covering firmware, UART, GPIO, sensor integration, PCB layout, enclosure design, power analysis, and prototype cost evaluation.

    C 1

  4. fpga-digital-design-accelerators fpga-digital-design-accelerators Public

    FPGA hardware acceleration projects using SystemVerilog, AXI, DMA, C drivers, pipelining, and parallel compute architectures.

    SystemVerilog

  5. embedded-activity-recognition embedded-activity-recognition Public

    Embedded machine learning project for real-time activity recognition and TensorFlow Lite inference on Raspberry Pi.

    Jupyter Notebook

  6. bone-fracture-detection-cnn bone-fracture-detection-cnn Public

    CNN-based medical image classification project for bone fracture detection using Python, TensorFlow/Keras, and computer vision.

    Jupyter Notebook