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simbovk/README.md

Amirali Vakili

Computer Engineering Student | Deep Learning | Computer Vision | Robotics & Reinforcement Learning

About Me

I am a Computer Engineering student passionate about deep learning, computer vision, generative models, robotics and deep reinforcement learning, My work spans from research projects like diffusion policies and applyinhg deep learning models for solving problems related to humans health.

Projects

Computer Vision & Deep Learning
Deep Reinforcement Learning
Robotics
Natural Language Processing
  • Genre-Prediction-NLP — Movie genre classification from text descriptions
  • Emotion-Classification-BERT — Emotion recognition using BERT and Hugging Face Transformers, with balanced preprocessing, fine-tuning, and detailed evaluation (confusion matrices + per-class F1).
  • PersianQA-Bench — A comparative benchmark of ParsBERT and XLM-RoBERTa for extractive question answering in Persian, featuring active learning, calibration analysis, and per-length error evaluation.
Systems, Compilers & Algorithms
Mobile & App Development
Games & Mini Projects

Skills

  • Languages: Python, C++, Java, Dart
  • Frameworks & Tools: PyTorch, NumPy, Pandas, Jupyter, Flutter, Keras & Tensorflow
  • Focus Areas: Deep Learning & Computer Vision,GenAI, Reinforcement Learning, NLP
  • others: Softeware development & Compiler design, microprocessors, algorithms, data structures

Contact

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  1. EDiffusion-QL-Multimodal-Stock-Trading EDiffusion-QL-Multimodal-Stock-Trading Public

    This repository provides implementation of EDiffusion-QL: a diffusion-based reinforcement learning framework for multimodal stock trading.

    Jupyter Notebook 17 2

  2. VAE-MNIST-Gen VAE-MNIST-Gen Public

    A Variational Autoencoder (VAE) project designed to generate and reconstruct MNIST handwritten digit data. This repository demonstrates the use of deep learning techniques to model latent spaces an…

    Jupyter Notebook 6

  3. TurtleBot3-Burger-Localization-Navigation TurtleBot3-Burger-Localization-Navigation Public

    This project implements a Webots simulation for mapping, localization, and navigation with a TurtleBot-like robot. Using occupancy grids, particle filter localization, and A* path planning, the rob…

    Python 7

  4. FaceKD FaceKD Public

    A face recognition system using knowledge distillation, where a teacher model transfers knowledge to a lightweight student model. This improves efficiency while maintaining accuracy. The repository…

    Jupyter Notebook 4

  5. Denoising-Emotional-Pictures-with-UNet Denoising-Emotional-Pictures-with-UNet Public

    This project utilizes the U-Net architecture to effectively denoise emotional images, preserving their expressive features while removing unwanted noise and artifacts. The goal is to clean emotiona…

    Jupyter Notebook 2

  6. PersianQA-Bench PersianQA-Bench Public

    A comparative benchmark of ParsBERT and XLM-RoBERTa models for extractive question answering in Persian. Includes data preprocessing, fine-tuning, evaluation, error analysis, and active-learning re…

    Jupyter Notebook