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:shipit:
Making cool AI applications
:shipit:
Making cool AI applications
271 followers · 239 following

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fatimaazfar/README.md

Hi there, I'm Fatima 👋

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🚀 About Me

I am an AI Solutions Developer and Expert Data Scientist with a strong background in Computer Vision, Natural Language Processing (NLP), Deep Learning, and Machine Learning. I have developed various projects, ranging from skin disease detection using fine-tuned models to advanced NLP tasks like text summarization and sentiment analysis. I am currently working on LLMs to build interactive Chatbots!

🛠️ My Tech Stack

Python JavaScript React Node.js Jupyter TensorFlow PyTorch Pandas NumPy Plotly Keras MySQL MongoDB Google Cloud Git GitHub VS Code

🏆 GitHub Trophies

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📄 Profile Summary Card

🗂️ My Projects

I have developed a diverse portfolio of projects that reflect my expertise in data science, machine learning, and web development. Among my notable projects, EpiDetect is a comprehensive MERN stack web application that leverages a fine-tuned ResNet50 model for skin disease detection, showcasing my proficiency in both backend and frontend technologies. The Text-Summarizer project demonstrates my skills in Natural Language Processing (NLP) through the development of a Seq2Seq model with LSTM units, effectively summarizing text using an encoder-decoder architecture. In ResNet-Optima, I have advanced the classic ResNet architecture to address challenges in deep learning, focusing on generalization and computational efficiency. My Text-to-Image-Generator-CGAN project highlights my ability to implement Generative Adversarial Networks (GANs) for synthesizing images from textual descriptions. Additionally, the Urdu-Sentiment-Analysis project employs deep learning models to analyze sentiments in Urdu tweets, further expanding my expertise in NLP. Other projects like Google-Maps-Scraper, Movie-Script-Analysis, and Earthquake-Mag-Predictor demonstrate my capabilities in web scraping, NLP, and predictive modeling, respectively. Each project not only illustrates my technical skills but also my commitment to solving real-world problems through innovative and effective data-driven solutions.

📫 Let's Connect

Feel free to reach out if you have any questions or would like to collaborate on a project!

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  1. Hangman-AI Hangman-AI Public

    The project leverages a combination of models and methods to predict missing letters in a word, enhancing the Hangman gameplay experience. The core methodologies include a Bidirectional LSTM (BiLST…

    Jupyter Notebook 5

  2. Astrology-Chatbot Astrology-Chatbot Public

    AstroAI is an interactive desktop application that provides personalized horoscopes and astrological insights using user-provided birth details and OpenAI's GPT-3.5-turbo model.

    Python 1 1

  3. Federated-Learning-CIFAR10 Federated-Learning-CIFAR10 Public

    Implementation of Federated Learning on a simple CNN architecture on CIFAR10 dataset.

    Python 1

  4. OCR-Solutions OCR-Solutions Public

    This repository contains the complete implementation of 3 methods to build OCRs, Pytesseract, EasyOCR and Google Cloud Vision API.

    Jupyter Notebook 1

  5. Text-to-Image-Generator-CGAN Text-to-Image-Generator-CGAN Public

    This project implements a Text to Image Generator using a Conditional Generative Adversarial Network (GAN) for synthesizing floorplan images from textual descriptions. It includes features such as …

    Jupyter Notebook 3

  6. EpiDetect EpiDetect Public

    MERN Stack Web Application "EpiDetect" which uses a fine-tuned ResNet50 model for skin disease detection.

    JavaScript 2