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MA7865/README.md

Hi, I'm Maryam Amir 👋

I'm a Computer Science undergraduate at NUST SEECS'29 interested in AI/ML, Large Language Models, and practical AI systems.

🔬 Interests

  • Large Language Models & efficient inference
  • AI systems and chatbots
  • Software Development
  • NLP and product matching
  • Dynamic pricing and intelligent applications

🛠️ Technical Skills

Languages: Python, Java, C++ AI/ML: LLMs, Transformers, NLP, Machine Learning, Speculative Decoding Frameworks & Tools: PyTorch, TensorFlow, FastAPI, Flask, FAISS, Apache Kafka, Git/GitHub Databases: MySQL, SQL, MongoDB

📌 Featured Projects

  • NUST FAQ Chatbot — Offline RAG-based chatbot using FAISS, sentence-transformers and llama.cpp
  • SlotSync — Java/JavaFX/MySQL scheduling system
  • AI Lounge Bot Shield — AI-powered bot detection application
  • Dynamic Pricing Agent — AI/ML pipeline for product matching, demand analysis and dynamic pricing

🔬 Research Experience

Currently exploring LLM inference acceleration and speculative decoding, with a focus on hierarchical speculative decoding.

🏆 Achievement

🥈 2nd Place — ACM SEECS Local Chatbot Competition 2026

📄 Resume

View my CV

📫 Email: maryamamir7865@gmail.com

Popular repositories Loading

  1. nust-faq-chatbot-local nust-faq-chatbot-local Public

    HTML 1

  2. Slot-Sync Slot-Sync Public

    In many universities, student-professor appointments are managed through informal communication channels such as emails, messaging applications or verbal communication. This often leads to double b…

    Java 1

  3. SUDOKU-MASTER-Intelligent-Console-Sudoku-Engine SUDOKU-MASTER-Intelligent-Console-Sudoku-Engine Public

    Forked from eiman-fatimaa/SUDOKU-MASTER-Intelligent-Console-Sudoku-Engine

    Console-based intelligent Sudoku game with color-guided feedback, dynamic puzzle generation, and performance-based scoring designed to help beginners learn while solving.

    C++

  4. Bot-Detection-AILounge_website-bot-shield Bot-Detection-AILounge_website-bot-shield Public

    Python

  5. apple-airpods-data-extraction apple-airpods-data-extraction Public

    Jupyter Notebook

  6. Deep-Learning-Specialization Deep-Learning-Specialization Public

    Learning material completed from the course. Includes personal notes, pdfs of formulas, python notebooks etc

    Jupyter Notebook