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πŸ’­
Currently Studying
πŸ’­
Currently Studying
  • CEID
  • Patra
  • 09:07 (UTC +03:00)

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IBilba/README.md

πŸ‘‹ About Me

I'm a Computer Engineering & Informatics student at the University of Patras, passionate about AI/ML, data engineering, math and physics - with an interest in research, industry and building real-world intelligent systems.

πŸ”§ Technical Skills

  • Languages: Python, C, C++, Java, TypeScript, JavaScript
  • AI & ML: Machine Learning, Deep Learning
  • Data Engineering: Apache Kafka/Redpanda, Apache Spark Structured Streaming, MongoDB, NoSQL
  • Database Systems: DBMS Design & Implementation, Data Modeling
  • Signal Processing & IoT: IMU Sensors, Butterworth Filtering, AIoT Pipelines
  • Full-Stack Development: React, Node.js, Web Technologies
  • Systems Programming: Operating Systems, Compiler Design, Low-level Programming
  • Parallel Computing: MPI, OpenMP, High-Performance Optimization
  • Embedded Systems: AVR Microcontrollers, Real-Time Systems, PWM, ADC

πŸš€ Featured Projects

  • πŸ€ Real Mantri BC Dashboard - Basketball analytics platform with real-time player statistics and performance metrics
  • 🌊 Real-Time Traffic Streaming System - Vehicle traffic simulation pipeline using UXSIM, Redpanda, Spark Structured Streaming & MongoDB
  • πŸ€– Human Gesture Recognition (AIoT) - IMU-based gesture recognition with MetaMotionR sensor, signal processing & ML windowed pipeline
  • πŸ›‘οΈ Network Intrusion Detection - ML-based anomaly detection on CIC-IDS-2017 dataset with memory-efficient strategies
  • 🩺 Pet-a-Vet - Digital platform for veterinary services
  • πŸ—„οΈ Database Management System - Custom DBMS implementation with graphical user interface
  • ⚑ Parallel Computing - MDS optimization and ML hyperparameter tuning using parallel algorithms
  • πŸ€– ML Projects - Stock price prediction, spam detection with SBERT embeddings (96.85% F1-score)
  • βš™οΈ Compiler Design - Custom OOP language compiler using Flex & Bison

🌱 Interests

AI/ML Research | Data Engineering | Big Data | IoT
Mathematics & Physics | Space Informatics | Sports Analytics | Defense-Tech
Generative AI (Image, Sound & Video)

πŸ“« Let's Connect

Always open to collaborating on research, innovative projects and discussing tech!

Pinned Loading

  1. Pet-a-Vet Pet-a-Vet Public

    Digital Platform for Veterinarian Services

    TypeScript 1

  2. social-media-gesture-recognition social-media-gesture-recognition Public

    End-to-end ML pipeline for recognizing 5 smartphone gestures (scroll, swipe, texting) from wrist-worn IMU data. Built with scikit-learn & MongoDB.

    Jupyter Notebook 1

  3. stock-price-linear-regression stock-price-linear-regression Public

    This project implements a comprehensive machine learning pipeline to predict Netflix (NFLX) stock prices using linear regression and various advanced techniques for the course Statistical Methods o…

    Jupyter Notebook 1

  4. Flex-Bison-Compiler Flex-Bison-Compiler Public

    This project is a compiler for a simple object-oriented programming (OOP) language, developed using Lex and Bison.

    C 2

  5. network-intrusion-detection-ml network-intrusion-detection-ml Public

    End-to-end ML pipeline on the CIC-IDS-2017 dataset

    Jupyter Notebook 1