Portrait by the ocean

HI, I'm EDINA

Computer Science student

AI & ML

Web & app development

Research & Development

GitHubEmail
Hi I'm Edina

Computer science student,
focused on AI, ML & Web Dev

I SEE LEARNING AS A RESPONSIBILITY TO CREATE MEANINGFUL SOLUTIONS THAT HELP PEOPLE AND COMMUNITIES.

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I'm interested in building ML models for practical problems, and crafting full-stack apps that turn complex ideas into useful products.

Currently exploring AI, machine learning, and software engineering with a focus on work that is genuinely useful.

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MY PROJECTS

MY PROJECTS

MY PROJECTS

MY PROJECTS

MY PROJECTS

MY PROJECTS

MY PROJECTS

MY PROJECTS

Selected Work

Projects

Machine Learning–Based Fitness Supplement Recommendation System

Built a data-driven ML recommendation system in Python that predicts optimal fitness supplements based on user profiles using Random Forest and Gradient Boosting models. Implemented feature engineering, one-hot encoding, and 5-fold cross-validation, achieving up to 92% explained variance.

PythonMachine LearningRandom ForestGradient BoostingData Engineering

EndowherAI – Endometriosis & PCOS Symptom Tracking Platform

Currently working on research-oriented web app for women with endometriosis and PCOS to track cycles, multidimensional symptoms, and remedies over time. Designing an end-to-end ML pipeline on a self-collected, anonymized survey dataset to find patterns in non-pharmacological remedies.

Next.jsTypeScriptTailwind CSSFastAPISupabasePostgreSQLMachine LearningRandom ForestXGBoostJWS-Auth

ROMER Research Internship Projects

Researched recent LLM and VLA models for robotic perception and automated camera calibration with 3D point cloud generation. Integrated Intel RealSense with ROS2 for real-time object recognition in domestic service robot development.

PythonROS2Computer VisionIntel RealSenseDocker

IUS Mahala – Student Communication Platform

Developed a full-stack student social platform using Next.js (pages & API routes) and Supabase (PostgreSQL) with normalized database models, CRUD APIs, and secure authentication. Implemented password hashing, JWT/session-based login, and centralized error handling.

Next.jsTypeScriptSupabasePostgreSQLFull-Stack

edbajric.github.io Portfolio

This portfolio site was designed and built by me in Next.js with a custom component system, motion-based UI.

Next.jsTypeScriptTailwind CSSUI/UX

Hand Gesture Controlled Robot

Engineered a real-time computer vision system for hand gesture recognition using OpenCV and MediaPipe. Integrated an Arduino-based embedded controller with custom serial communication to reduce end-to-end latency.

PythonC++OpenCVMediaPipeArduinoComputer Vision

Dinero

Built a full-stack web application focused on modern UI/UX, authentication, and data-driven workflows as a restaurant reservation system.

React.jsNext.jsNode.jsJavaScriptMySQL

SKILLS

SKILLS

SKILLS

SKILLS

SKILLS

SKILLS

SKILLS

SKILLS

Machine Learning & AI

PythonTensorFlowscikit-learnOpenCVMediaPipeData EngineeringFeature EngineeringRandom ForestGradient BoostingXGBoostNeural NetworksCross-ValidationModel InterpretabilityPrompt EngineeringLLMs

Web Development

React.jsNext.jsJavaScriptTypeScriptTailwind CSS

Backend

Node.jsExpress.jsPostgreSQLREST APIsJSONJavaSupabaseFastAPI

Mobile Development

SwiftSwiftUIXcodeFirebase

Robotics & IoT

C/C++ROS2IsaacSimMQTTRaspberry PiArduinoESP32Node-REDSensors/Actuators

Tools & Platforms

Git/GitHubDockerAgile/ScrumVS CodeFigmaCanvaLaTeX

My Work

Experience

Research Intern – AI and Robotics @ Center for Robotics and Artificial Intelligence (ROMER) at METU, Ankara

Jul 2025 — Aug 2025

Integrated computer vision and robotic perception systems for the BEKO domestic service robot project on ROS2.

  • Camera calibration & RealSense D455 integration with Franka Robot Arm
  • Spatial object recognition & 3D reconstruction with Python
  • Vision Language Models (VLA) research for robotic perception

Leadership & Activities

Project Lead -- EndowherAI @ International University of Sarajevo

Feb 2026 -- Present

Graduation Project

  • Leading a team of 4 through scoped milestones (MVP, data collection, deployment), providing concrete guidelines on tech choices, AI-assisted tools, and workflows to keep development productive and secure.
  • Designed the product vision, brand, and system architecture (Next.js frontend, FastAPI backend, Supabase/PostgreSQL, ML services), and launched an anonymized survey to collect data for ML model training.

Founder & President, Robotics Club "FENSy Solutions" @ International University of Sarajevo

2024--2025

  • Founded a robotics club to foster peer-to-peer STEM education and project collaboration.
  • Mentored members through the design and integration of the Hand Gesture Controlled Robot project.

Licenses & Certifications

  • Machine Learning A-Z: Hands-On Python & R in Data Science

    Udemy

    Issued Mar 2026

    View Credential

    Skills

    Machine LearningSupervised LearningUnsupervised LearningArtificial Neural NetworksConvolutional Neural Networks (CNN)Reinforcement LearningClassificationRegression ModelsDeep Learningk-means clusteringHierarchical ClusteringPrincipal Component AnalysisXGBoostSupport Vector Machine (SVM)K-Nearest Neighbors (KNN)

Get In Touch

Connect via the links below

I'm currently exploring opportunities in AI/ML research and full-stack development. I'm open to collaborations, work, research roles, and interesting projects.

Designed & Built by Edina Bajric

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