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Sakni-Tasnim/README.md

Hi, I'm Tasnim 👋

Telecommunications & Computer Engineering Student · Aspiring AI/ML Engineer

👩‍💻 About Me

  • 🎓 Engineering student at ISIT'Com, Université de Sousse
  • 🤖 I build end-to-end AI/ML systems from model training to production-ready interfaces
  • 🧠 Passionate about LLM integration, machine learning pipelines, and network intelligence
  • 🔍 Currently seeking an AI/ML internship
  • 💬 Ask me about Python, FastAPI, Random Forest, TensorFlow, or LLMs

🚀 Featured Projects

Project Description Stack
🛡️ AI Network Threat Detector IDS with binary + multi-class attack classification on UNSW-NB15 Python · Scikit-learn · FastAPI · React
💚 VitalBuddy LLM-powered health assistant with 6 quiz categories GPT-3.5 · FastAPI · React · Firebase
🎓 Student Performance Assistant Rule-based classifier + LLM academic coach with 7-day planner GPT-3.5 · FastAPI · React
🦠 Malware Detector Deep learning malware detection on Linux process memory features TensorFlow · Gradio · Python

🛠️ Tech Stack

Python TensorFlow Scikit-learn FastAPI React Firebase Linux Git C SQL

"Build things that matter."

Popular repositories Loading

  1. covid19-outcome-chatbot covid19-outcome-chatbot Public

    Python 1

  2. ai-network-threat-detector ai-network-threat-detector Public

    AI-powered Intrusion Detection System; binary + multi-class network threat classification using Random Forest on UNSW-NB15 dataset, with TShark + NFStream PCAP support.

    Python 1

  3. vitalbuddy vitalbuddy Public

    LLM-powered health assistant, personalized AI recommendations across 6 health categories using GPT-3.5 Turbo, Firebase auth, and quiz history tracking.

    Python 1

  4. student-performance-assistant student-performance-assistant Public

    LLM-powered academic coach rule-based grade classification + GPT-3.5 Turbo generates personalized study plans, recommendations, and warnings via a 3-step React + FastAPI flow.

    Python 1

  5. malware-detector-tensorflow malware-detector-tensorflow Public

    Binary malware classifier using a 6-layer TensorFlow neural network trained on Linux process memory features, served via Gradio web interface.

    Python 1

  6. sql-compiler sql-compiler Public

    SQL compiler built from scratch with Flex (lexer) + Bison/Yacc (parser), featuring detailed syntax error reporting and a dark-themed Python Tkinter GUI. Runs on Linux.

    Python 1