Gianella Bejar.

Projects

Things I’ve built, and what I’m still building

Each project has its own case study. Status is always shown, so in-progress work is never passed off as finished.

Showing 6 of 6 projects

AI & Machine LearningIn progress

ClaimBridge: AI-assisted insurance claim intakeConfirm

A capstone project exploring how AI can speed up insurance claim intake while keeping a person in the loop.

  • Machine learning
  • Speech-to-text
  • PII redaction
  • PostgreSQL
  • Human review

Sep 2026 – Apr 2027

AI & Machine LearningCompleted

Exercise classification from smartwatch motion dataConfirm

A convolutional neural network that recognises exercises from wrist-worn IMU data, built for an applied machine learning course.

  • Python
  • PyTorch
  • CNN
  • Random Forest
  • Google Colab

[Month Year] – [Month Year]

Software EngineeringIn progress

This website, in the openConfirm

A static-first, accessible, open-source portfolio with a human-reviewed publishing workflow.

  • Next.js
  • React
  • TypeScript
  • Tailwind CSS
  • MDX

Nov 2026

Software EngineeringCompleted

Whack-a-Mole on a microcontrollerConfirm

A physical reaction game with a keypad, OLED display and saved high scores, built on an STM32 board for an embedded systems course.

  • Embedded C
  • STM32
  • I2C
  • HAL
  • Flash memory

[Month Year] – [Month Year]

AI & Machine LearningPlanning

GrokBot, a personal automation agentConfirm

An assistant that proposes site and content updates for me to review and approve.

  • LLM tooling
  • Automation
  • GitHub Actions

[Date]

Software EngineeringIn progress

ClaimBridge VibeHubConfirm

A task tracker for managing coding tasks and academic deadlines, built with Next.js and TypeScript.

  • Next.js
  • TypeScript
  • Tailwind CSS
  • LocalStorage

[Month Year]