amindadgar / machine-learning Goto Github PK

• Current Stats
  • Data Scientist at TogetherCrew specializing in Large Language Models
• Volunteer work
  • Built Cassandra Group during Masters degree
  • Aiming to share about AI staff
    • Web page: https://cass-ai.github.io/
    • Youtube page: https://www.youtube.com/@cassandraai
    • GitHub Page: https://github.com/cass-ai
    • Stats:
      1. Two phases of article reading were done with each having 5 meetings.
      2. A conference on 29th and 30th of May 2022 was taken place

• explanations on xray images: https://github.com/amindadgar/xray-image-explanations
• Adversarial Attacks: Adversarial attacks using image filters on DenseNet121 model (transfer learning was done). adversarial-attacks-on-image-filters
• Evolutionary Computing: Optimizing different problems such as Vehicle Routing Problem (VRP), Neural Architecture Search (NAS) and Multi-Objective VRP using Evolutionary Strategies. implementation-of-exercises
• Machine Learning: Analysing the dependency of fold accuracy and variances by re-implementing the article https://ieeexplore.ieee.org/abstract/document/8012491 as part of Machine-Learning Final Project course. codes: K-Fold-CV-Analysis
• Fuzzy Systems: Implement different methods of fuzzy systems from scratch in the its course exercise: Fuzzy Systems
• Neural Networks: Building an object detection Face Mask detection model, Using TensorFlow Object detection API.
• Pattern Recognition: deploying Some types of Support Vector Machines model. (Medium Article Link: various types of SVMs, Codes are not public)
• Bachelor's Project: Building a cloth classifier deep neural networks model using Keras API. (Codes are not publicly available)
• Alexy Grigorev Zoomcamp midterm: Diabeties prediction System (Diabeties Prediction System)

The technologies that I'm familiar with:

• Python (+ Test Driven Development)
• PostgreSql, Neo4j, MongoDB databases
• RabbitMQ
• Apache Airflow
• Docker
• Flask
  • Did some minimal projects with it, but it's really easy for me to learn more.
• Latex
• Git

• Mail: [email protected]
  
• LinkedIn: linkedin.com/in/mramin22/
  
• Discord: mramin22#1669
  
• Twitter: @mramin22
  

After Everything, what is left is kindness, So don't hesitate to help others. 🙂