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Training neural networks on the edge of innovation
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Training neural networks on the edge of innovation

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Sameer-Ahmed7/README.md

  Hello, I'm Sameer Ahmed  

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🌟 About Me

I am a passionate AI and Machine Learning researcher and developer, currently pursuing my Master's degree in Artificial Intelligence at Sapienza University of Rome. Where I’m working on advancing the field of AI through innovative projects and research.

🛠️ Technical Skills

  • Programming Languages: Python, C++, Matlab
  • AI/ML Frameworks: TensorFlow, PyTorch, Keras
  • AI Planning Tools: PDDL
  • Tools: Git, Docker, Jupyter, Google Cloud, AWS
  • Data Science: Pandas, NumPy, SciPy, Scikit-Learn, Matplotlib
  • Operating Systems: Linux, Windows

🧠 Current Projects

  • Waste Collection Optimization: Developed a system for optimizing waste collection routes using PDDL classical planning, minimizing operational costs and environmental impact.
  • Wasserstein CycleGAN: Enhanced the CycleGAN model by integrating the Wasserstein distance to improve image-to-image translation tasks.
  • Anomaly Detection on FashionMNIST: Implemented advanced machine learning techniques to identify and classify anomalous data points in the FashionMNIST dataset.
  • Coarse-Grained Word Sense Disambiguation: Developed a system to accurately determine the sense of a word in context using machine learning techniques.
  • Event Detection: Built an event detection system using NLP techniques to identify and categorize significant events in real-time.

🏆 Certifications & Achievements

  • Google Cloud: Cloud Seekho Season 3 & 2
  • Udacity: Programming for Data Science with Python, Deep Learning Nanodegree
  • Cisco: Programming Essentials in Python
  • Coursera: AI for Everyone

📈 GitHub Stats

Sameer Ahmed's GitHub Stats Top Languages

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  1. Event-Detection Event-Detection Public

    Comparative study of three NLP event detection models, showcasing the BiLSTM-CRF’s standout performance in precision and efficiency.

    Jupyter Notebook

  2. Coarse-Grained-WSD Coarse-Grained-WSD Public

    Coarse-Grained-WSD is a comprehensive study of word sense disambiguation (WSD) techniques in multilingual NLP. This project implements and compares the performance of Bi-LSTM and RoBERTa Transforme…

    Jupyter Notebook

  3. Anomaly-Detection-on-FashionMNIST Anomaly-Detection-on-FashionMNIST Public

    In this repository, I am designing a model, who are able to find out anomalies in FashionMNIST data. Here I am designing 2 different approaches, One is a baseline approach and the other is State-of…

    Jupyter Notebook

  4. Wasserstein-CycleGAN Wasserstein-CycleGAN Public

    This GitHub repo features a Cycle GAN model for Zebra and Horse Dataset image translation. It uses Wasserstein loss instead of L1 norm loss for improved stability, realism, and fidelity in the gene…

    Jupyter Notebook

  5. Waste-Management-Planning Waste-Management-Planning Public

    This repository is dedicated to planning waste management operations using classical planning techniques with Fast Downward and PDDL (Planning Domain Definition Language). It focuses on optimizing …

    PDDL