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suyaibalsifat/README.md

Hi there, I'm Suyaib Al Sifat 👋

Computer Science & Engineering Student @ Southeast University

A researcher and full-stack developer focusing on Machine Learning dataset architectures, explainable ensemble frameworks, and clean user interfaces.

🛠️ Tech Stack & Ecosystem

Category Tools & Technologies
Machine Learning & Data Python scikit-learn Pandas SQL Power Bi
Languages & Backend JavaScript NodeJS C++ LaTeX
Design & UI Figma Google UX Certified WordPress

Note: Strict syntax enthusiast. Give me explicit curly braces and semicolons over whitespace formatting any day.

🔬 Research & Publications

  • Medical Diagnostics (1st Author | IEEE Conference): Built a predictive model for UTI prediction focusing on feature importance for clinical decision support.

💻 Projects & Experience

  • Fluvo Soft (Data Preparation Intern): Cleaned, processed, and validated research-focused datasets to optimize reliability for machine learning models.
  • GoAbroadly: A full-stack web platform built using React, Node.js, and MongoDB to manage travel and migration workflows.
  • Alozoly E-commerce Platform: A full-scale e-commerce solution focused on custom UI styling and search engine optimization.
  • Shliposync: A human-machine management system prototype applying advanced UI/UX layouts and user research.

🏅 Achievements & Credentials

  • Oral Presenter: Student Research Day 2025 (IRT, Southeast University).
  • Finalist: UI/UX Competition (MIST) & National ICT Olympiad Bangladesh (Season 2).
  • Certifications: Harvard's CS50, Meta/Udemy Node.js, Google UX Professional Certificate.

📬 Let's Connect

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  1. Goabroadly Goabroadly Public

    🏝️ 🌎 Goabroadly: An AI-powered travel and migration decision support platform built with Node.js, Express, and MongoDB to match users with academic, tourism, and immigration opportunities globally.

    HTML

  2. moscow-housing-ensemble moscow-housing-ensemble Public

    🏠 🇷🇺 Top 3 Podium Finish (#3) | Production-grade multi-objective gradient boosting stacking framework for residential asset valuations.

    Python

  3. Roadvision-Vehicle-Detection Roadvision-Vehicle-Detection Public

    🚗 🇧🇩 Vehicle Detection & Classification in Bangladesh Highway Surveillance | YOLO11x Fine-Tuning

    Python