Sidra-Tul Muntaha

About

AI/ML developer with hands-on experience building applied AI systems in Python, including computer vision, LLM integration, and predictive modeling. Led development of an AI-powered telerehabilitation platform from initial design through completion, with additional experience from independent projects and hackathons.

Education

• Intermediate in Computer Science
  QAU Affiliated College
  Computer Science · 2020 – 2022
• Matriculation
  Islamabad Model School, I-8/1
  2018 – 2020
• BS Computer Science
  Quaid-e-Azam Affiliated College
  Computer Science · 2022

Skills

• C
• CSS
• HTML
• Automation
• Teaching
• Python
• Data Science
• Java
• scikit-learn
• TensorFlow
• CNN (Convolutional Neural Network)
• Keras
• Model Deployment
• Natural Language Processing
• LLMs
• APIs and integrations
• Recurrent Neural Networks
• Mediapipe

Projects

• Prompt Heist
  Flutter, Antigravity

  Hackathon team project. Built the Flutter UI for a competitive team game and integrated an Antigravity backend to evaluate and score prompts in real time.

• Text Summarization Application
  Python, Hugging Face BART, Flutter, Streamlit, API

  Full stack NLP summarization system using Hugging Face BART to generate concise summaries from long-form content, with a Flutter frontend integrated via API.

• FloodGuard
  Python, LightGBM, XGBoost, Random Forest, SHAP

  Hackathon team project for flood prediction. Built an ensemble ML model achieving 94% prediction accuracy and added SHAP explainability with a real-time alert dashboard.

• Multimodal Conversational AI Assistant
  Python, Whisper, Llama 3, Speech Synthesis

  Group project as backend AI developer. Built a full-duplex voice AI assistant pairing Whisper speech recognition with a locally hosted Llama 3 model and real-time on-device speech synthesis.

• NeuroRevive — AI Telerehabilitation System
  Python, TensorFlow, LSTM, MediaPipe, Flask

  Lead AI/ML developer for a final year project. Led end-to-end development of a telerehabilitation platform using pose estimation and LSTM networks for real-time movement assessment, with live feedback, multi-role access control, and Flask backend integration.

Courses & certifications

• Introduction to Artificial Intelligence (AI) · IBM (Coursera)
• Deep Learning Specialization · DeepLearning.AI (Coursera)
• Machine Learning Specialization · DeepLearning.AI / Stanford (Coursera)
• Artificial Intelligence / Python Programming · NAVTTC (National Vocational & Technical Training Commission)

🏆 Achievements & awards

• 1st Position — National-Level Hackathon
• 2nd Position — National-Level Hackathon, PNCA
• Winner — International-Level Hackathon (Devpost, Online)

⚽ Extracurricular activities

• Supervisor, Online Quran Academy

  Supervised teaching staff and tracked student progress, coordinating schedules and maintaining consistent session quality.

• Volunteer Fundraiser

  Self-organized donation drives for a local orphanage and street animal welfare, independently collecting and distributing funds and supplies.