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Azka1212/README.md

๐Ÿ‘‹ Hi, I'm Azka Ikramullah

AI Engineer | Generative AI Specialist | Cloud ML Developer
MSc Computer Engineering @ Gachon University | BS IT (1st Class Honors) @ Air University


๐Ÿง  About Me

Iโ€™m an AI-first innovator passionate about creating real-world impact through cutting-edge machine learning and generative AI solutions.

  • ๐ŸŒ Based in South Korea | ๐Ÿ‡ต๐Ÿ‡ฐ Origin: Pakistan
  • ๐Ÿ”ฌ Current Focus: GPT-4-based apps, Stable Diffusion, and Cloud-Native ML Pipelines
  • ๐Ÿ“ก Learning: Edge AI, Diffusion Models, and Multimodal Architectures
  • ๐ŸŒฟ Research Collaborations: AI for Sustainable Fintech (UKโ€“Norway Initiative)

I thrive at the intersection of AI, creativity, and deploymentโ€”transforming intelligent systems into scalable, cloud-based products.


โš™๏ธ Technical Skills

Languages & Frameworks
Python | Swift | Objective-C | Django | Bash

AI/ML & Toolkits
PyTorch | TensorFlow | Hugging Face Transformers | OpenCV | Stable Diffusion | PoseNet

Cloud & DevOps
AWS (EC2, Lambda, S3) | Google Cloud Platform | Docker | CI/CD Pipelines | RESTful APIs

Certifications
Prompt Engineering Advanced Data Analytics Google Analytics Machine Learning


๐Ÿš€ Featured Projects

  • ๐Ÿ’ฌ GPT-4 Medical Bot
    Context-aware healthcare assistant using large language models

  • ๐Ÿงด Skin Treatment Visualizer
    A Stable Diffusion-based simulation of cosmetic effects on facial images

  • ๐Ÿง  PTSD Prediction Model
    Achieved 97.56% accuracy using NLP techniques on clinical text data

  • ๐Ÿ“Š Restaurant Review Manager
    A sentiment analysis dashboard for restaurant reviews using text classification

  • ๐Ÿ“ฑ iOS ML Classifier
    Swift-based app integrating custom-trained NLP model for real-time message filtering

  • ๐Ÿ“ท Pose Detection System
    Optimized PoseNet to enhance keypoint accuracy in real-time applications

  • โœ๏ธ Creative Story Generator
    A GPT-powered narrative builder from short prompts

  • ๐Ÿงพ Chapter-wise Summarizer & Story Builder
    Uses ChatGPT to generate adaptive summaries and personalized stories based on user interest

  • ๐Ÿ’ก Code Generator & Optimizer
    An AI-powered tool that generates, refactors, and optimizes code snippets for multiple languages

  • ๐Ÿž Bug Detector Mobile App
    On-device bug detection and suggestion system for developers, powered by a lightweight ML model

  • ๐Ÿฝ๏ธ RAG-based Restaurant Chatbot (US Market)
    Retrieval-augmented chatbot for restaurant owners to interact with business data, generate reports, and analyze sales


๐Ÿงช Research Areas of Interest

  • ๐Ÿ’ฐ Fintech & Sustainability
    AI-driven solutions for green finance, ESG tracking, and climate-resilient digital banking

  • ๐ŸŒฑ Sustainable AI / AI for Sustainability
    Energy-efficient models, carbon-aware ML training, and AI for environmental monitoring

  • ๐Ÿง  LLMs + Reinforcement Learning
    Synergizing language models with RL for reasoning, planning, and agentic behavior

  • ๐Ÿ” Privacy & Security in AI
    Differential privacy, federated learning, and secure ML pipeline design

  • ๐ŸŽจ Generative Modeling & Multimodal AI
    Diffusion models, image-text transformers, and multi-sensor fusion techniques


๐Ÿ“Š GitHub Stats



๐ŸŽ“ Education

  • ๐Ÿ“˜ Master of Science in Computer Engineering
    Gachon University, South Korea (2024โ€“Present)
    Focus: Generative AI, ML Systems, Cloud Architecture

  • ๐Ÿ“— Bachelor of Science in Information Technology
    Air University, Pakistan โ€“ 1st Class Honors
    Final Year Project: PTSD Prediction using NLP (97.56% accuracy)


๐ŸŒ More About Me


๐Ÿค Let's Connect


โ€œAI wonโ€™t replace peopleโ€”but people who use AI will replace those who donโ€™t.โ€

Pinned Loading

  1. FYP FYP Public

    PTSD predictor using Machine Learning

    HTML

  2. Labyrinth-Game-Using-Prolog Labyrinth-Game-Using-Prolog Public

    The project was made in Prolog. In which I designed a game that contains a 5 x 5 matrix containing obstacles, final position and initial position. Initial position is inputed by the user. Iterativeโ€ฆ

    Prolog

  3. Portfolio Portfolio Public

    HTML

  4. PTSD-Mobile-Application PTSD-Mobile-Application Public

    Java

  5. PTSD-Prediction-Tool PTSD-Prediction-Tool Public

    Visual, auditory and other details about the mood of patient, directly measured and quantified through signals can be used to improve the consistency, sensitivity, nature, scalability, and somehow โ€ฆ

    HTML 2