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AymaRehman/README.md

Hey, I'm Ayma 👋

A CS student who builds things to learn things

I like finding a problem that's just complex enough to be interesting, then figuring out how to solve it; usually with Python, usually involving data

  • I learn by building something until it works
  • Most at home with Python and ML pipelines, currently exploring backend development
  • Recently built projects ranging from a multilingual sentiment analysis pipeline using transformers, to a FastAPI backend with a custom ML model for predicting trip costs

Current Tech Stack

Python Java C Go NumPy pandas matplotlib PyTorch scikit-learn FastAPI Streamlit JWT Pydantic SQLAlchemy Docker Render Git GitHub

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  1. llmops-rag-observability llmops-rag-observability Public

    A fully containerized Retrieval Augmented Generation (RAG) system built with FastAPI, LangChain, Qdrant, and Ollama. Engineered with production MLOps practices, including multi-tier security guardr…

    Python

  2. swedbank-hpc-2026 swedbank-hpc-2026 Public

    Forked from mgharris97/swedbank-hpc-2026

    ML powered SMS fraud detection system built with pandas, scikit-learn, and FastAPI and trained on RTU's HPC cluster.

    Python

  3. BrainTumorDetection BrainTumorDetection Public

    This project combines Machine Learning (ML) with a SCADA-style Python application. It detects brain tumors from MRI images using a trained PyTorch model and visualizes the entire process through a …

    Jupyter Notebook

  4. Image-Processing-DE0332 Image-Processing-DE0332 Public

    A comprehensive collection of laboratory works focused on implementing image processing algorithms from scratch using Python, NumPy, and OpenCV.

    Python

  5. student-trip-estimator student-trip-estimator Public

    Backend API for estimating student trip costs with ML

    Python

  6. realtime-sentiment-analysis realtime-sentiment-analysis Public

    End-to-end real-time sentiment analysis pipeline built with Python includes tweet scraping, multilingual sentiment modeling, and interactive data visualization.

    Python