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Achievements

Achievement: Starstruckx2Achievement: Pull Shark

Achievements

Achievement: Starstruckx2Achievement: Pull Shark

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ma-shamshiri/README.md

Amin Shamshiri

Full-Stack Software Engineer • Applied AI • Toronto, Canada 🇨🇦

About

  • Full-Stack Software Engineer building production SaaS systems end-to-end.
  • Strong focus on backend, APIs, data pipelines, and system reliability.
  • Background in Applied Machine Learning and Computer Vision
    (M.Sc., Concordia University | CENPARMI Lab).

Interests: scalable architectures, clean code, CI/CD automation, AI-enabled product features.

What I work with

Backend & APIs

  • Java (Spring Boot), Node.js (Express), Python
  • RESTful APIs, microservices, Kafka
  • PostgreSQL, SQL Server

Frontend

  • TypeScript, React, React Native, Tailwind CSS

Machine Learning & AI

  • Applied ML, model integration, inference pipelines
  • TensorFlow, PyTorch, scikit-learn, NumPy, Pandas
  • Computer Vision, time-series data, evaluation workflows

DevOps & Infrastructure

  • Docker, GitHub Actions, CI/CD pipelines
  • Linux, Git, production deployments

Tech Stack

Highlighted work

  • 🧠 Applied ML / CV | transfer learning, time-series classification, model evaluation
  • ⚙️ Backend systems | APIs, database design, performance and reliability patterns
  • 🧩 Full-stack features | real UI workflows with backend integrations

📌 See pinned repositories below for representative projects.

Quick facts

Community & Volunteer Work

I’ve contributed as a Web Developer to multiple TEDx events, building and maintaining event websites used by organizers, speakers, and attendees.

TEDxUniversityofSouthFlorida    TEDxConcordiaUniversity    TEDxLakeheadU    TEDxIUT

TEDxSUT    TEDxUT    TEDxAmirKabir

👋 Just for fun

Pinned Loading

  1. Pacman-Game Pacman-Game Public

    In this project, the Pacman agent will find paths through his maze world, both to reach a particular location and to collect food efficiently. I implemented general search algorithms such as depth-…

    Python 95 106

  2. Spam-Detector Spam-Detector Public

    This project presents a Python-based spam detector program that utilizes the Naive Bayes approach to classify emails as either spam or ham. The system is designed to accurately and efficiently iden…

    Python 43 116

  3. Human-Activity-Recognition Human-Activity-Recognition Public

    This project aims to classify human activities using data obtained from accelerometer and gyroscope sensors from phone and watch.

    Jupyter Notebook 128 98

  4. University-Chatbot University-Chatbot Public

    The overall goal of this project is to build Studybot, an intelligent agent that can answer university course-related questions using a knowledge graph and natural language processing.

  5. mono mono Public

    Forked from mono/mono

    Mono open source ECMA CLI, C# and .NET implementation.

    C#

  6. Code-With-Mosh-Playlist-Downloader Code-With-Mosh-Playlist-Downloader Public

    Forked from garganshul108/Code-With-Mosh-Playlist-Downloader

    Bash Script: A *.sh script to download full course from codewithmosh.com.

    Python 1