Alireza

I love researching and developing!

Ecosystems: JavaScript, Python, Docker, MongoDB, PostgreSQL, Tensorflow, PyTorch, Docker Compose, Jupyter Notebook, Bash, Redis, Keras, nginx, FastAPI, scikit-learn, Grafana, OpenAPI Specification

Projects

Full stack, modern web application template. Using FastAPI, Vuejs, MongoDB, PostgreSQL, Redis, Metabase, Grafana, Docker, and more!

Python - Released: 29 Jun 2024 - 13

Simple to use FastAPI JWT auth middleware

Python - Released: 07 Aug 2024 - 6

A PyTorch implementation of MedSegDiff, a diffusion probabilistic model designed for medical image segmentation.

Jupyter Notebook - Released: 19 Jan 2024 - 6

Mongo Motors is an asynchronous, singleton-based connection pooling mechanism for MongoDB

Python - Released: 02 Aug 2024 - 4

Automates the addition of PostgreSQL databases to a Metabase Docker container via the Metabase API. Simplifies data source integration.

Shell - Released: 05 Aug 2024 - 4

Zero-shot object detection with CLIP, utilizing Faster R-CNN for region proposals.

Jupyter Notebook - Released: 17 Aug 2023 - 3

fine-tuned BERT and scikit-learn models for real-time classification of disaster-related tweets, using TensorFlow, Keras, and Transformers. .

Jupyter Notebook - Released: 22 Oct 2023 - 2

A Dockerized microservice example for managing student data with scalable components, Nginx reverse proxy, and PostgreSQL integration.

Python - Released: 12 Jan 2024 - 1

Fine-tuning a RoBERTa model for sentiment analysis on the IMDB movie reviews dataset using the Adapter method and PyTorch Transformers

Jupyter Notebook - Released: 10 May 2023 - 2

A PyTorch implementation of various deep generative models, including Diffusion (DDPM), GAN, cGAN, and VAE.

Jupyter Notebook - Released: 24 May 2023 - 2