پرش به محتوا

مهندس امیررضا الستی

مدرس دوره های برنامه نویسی

خلاصه ای از بهترین سوابق :

Database Systems + Lab. of Database
Multi-core Programming
Basics of Information Retrieval and Web Search
Basics of Data Mining
Basics and Application of Artificial Intelligence
Fundamentals of Computational Intelligence

مهارت ها و تخصص ها :

Programming Languages: Python, C++, java-script
Machine Learning Frameworks: TensorFlow, PyTorch, Scikit-learn
Computer Vision: OpenCV, Image Processing, Object Detection, MediaPipe
Embedded Systems: Microcontroller Programming, Arduino,ESP32 and ST microcontrollers. Raspberry pi
Database Systems: SQL, MySQL, PostgreSQL, NoSQL (MongoDB)
Other: Docker, Progressive Web Applications (PWA),Scripting (Bash), LaTeX, Linux,

لیست گواهینامه ها (Certificates)

“Executive Committee Member” at International Conference on Computer and Knowledge Engineering (ICCKE) Held on Ferdowsi university of Mashhad, Nov 2023.

Introduction to Data Science in Python, University of Michigan

Applied Plotting, Charting & Data Representation in Python, University of Michigan

Applied Machine Learning in Python, University of Michigan

سوابق تحصیلی و دوره های آموزشی

کارشناسی مهندسی کامپیوتر
دانشگاه فردوسی

سوابق کاری

Development of a clustering system for visitors and cargo, along with a multi-point coordinator, serving as the final bachelor project and an ongoing project with Samian Soft company

Collect the dataset from the CHB-MIT Scalp EEG Database and employ CNN models to classify seizure and non-seizure periods in EEG signals

A set of computer vision algorithms Implementation for my university computer vision course(image processing and Noise reduction algorithm

Development of an Abalone game with an accompanying AI implemented using the Godot game engine and the Min/Max algorithm for strategic decision-making

A general planner employing both forward chaining and backward chaining algorithms.

Implementation of a set of Natural Language Processing (NLP) algorithms for my university’s Information Retrieval course

A self-driving car algorithm incorporating a simple multilayer perceptron and a genetic algorithm.

A recommender system for anime movies utilizing nearest neighbor and cosine transform algorithms