- Greetings! I'm Ilyas, a proactive Computer Science student, software engineer, specializing in Machine Learning and Data Science. I have practical experience with advanced software development and am expanding my expertise in AI to solve real-world problems. I thrive on learning innovative technologies and collaborating on impactful projects to create efficient, scalable solutions.
- Building machine learning models for classification and prediction tasks
- Natural Language Processing (NLP) for text analysis and sentiment detection
- Creating interactive web applications using modern frameworks
- Analyzing image and audio data for various pattern recognition tasks
- Mental Health Detection App: Analyzing chat, voice, and video interactions to identify distress signals using machine learning models (Random Forest, VGG16, RNN, and CNN)
- Emotion Recognition Models: Training models to classify emotions from audio, images, and text
- Software Development: Building efficient backend systems with Node.js, and intuitive interfaces with React
- Languages: Python, JavaScript (Node.js, React), C#, SQL, Java, C, PHP
- Frameworks & Libraries: TensorFlow, Keras, .NET
- Data Science & ML Tools: Pandas, NumPy, Scikit-learn
- DevOps & Cloud: Heroku, Netlify, GitHub Actions
- Collaboration: Git, GitHub
