Maryam.Farid

Projects

Eight projects across generative AI, computer vision, NLP and data analytics. Filter by area.

StudyMind AI

A personal AI learning workspace. Upload your documents, then chat with them.

  • RAG chatbot that answers from your own files and shows the source of every answer.
  • Generates quizzes and flashcards, then finds weak topics and builds a study roadmap from your quiz results.
  • Multi-turn question handling and hallucination checks. Deployed full-stack on Vercel, FastAPI Cloud and Railway.
  • RAG
  • ChromaDB
  • Embeddings
  • React
  • FastAPI

E-Commerce Sales: Medallion Architecture

An end-to-end data pipeline in Microsoft Fabric.

  • Bronze, Silver and Gold layers for ingesting, cleaning, transforming and analysing e-commerce sales data.
  • Microsoft Fabric
  • Lakehouse
  • Medallion
  • Data Pipelines

Mobile Sales Analysis Dashboard

An interactive Power BI dashboard.

  • Explores sales trends, quantities, transactions, customer ratings, payment methods, cities and mobile models.
  • Power BI
  • Data Modeling
  • Dashboards

Face & Vehicle Detection System

Computer vision for people and traffic.

  • Face recognition, plus vehicle detection with speed estimation and counting.
  • Python
  • OpenCV
  • Computer Vision

Automated Fire Detection

Finds fire in images automatically.

  • Detects and annotates fire regions across multiple images.
  • Python
  • OpenCV
  • Image Processing

Neural Network & CNN Image Classification

Deep learning on MNIST and CIFAR-10.

  • Neural networks and CNNs with data augmentation and feature-map visualization to see what the model learns.
  • TensorFlow
  • Keras
  • CNN
  • Data Augmentation

Emotion & Cyber Abuse Detection

Text classification for Roman Urdu.

  • ML models that detect cyber abuse in Roman Urdu and classify emotions in unstructured text.
  • NLP
  • Scikit-learn
  • Roman Urdu

AI News Summarizer & Sentiment Analyzer

Short summaries and sentiment for news articles.

  • Transformer-based tool that summarizes articles and analyses their sentiment.
  • Hugging Face
  • Transformers
  • NLP

Looking for someone in AI, ML or data?

I'm open to new opportunities in machine learning, generative AI and data analytics. Send me a message or grab my resume.

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