I'm a computer science student with practical experience in natural language processing (NLP), deep learning, machine learning, and full-stack development. I'm passionate about building complete AI-powered systems from the ground up, understanding both the algorithmic foundations and the production infrastructure needed to deploy them at scale.
- AI/ML Development: Build neural networks and deep learning architectures using PyTorch and TensorFlow
- Backend Development: Design and deploy scalable APIs using FastAPI, SQLAlchemy, and cloud services
- Full-Stack AI Systems: Create end-to-end applications with ML models, APIs, databases, and web interfaces
- Production Deployment: Deploy applications using Docker, Google Cloud Run, and Vercel
- Database Architecture: Work with PostgreSQL, MongoDB, and ChromaDB for different data needs
- Algorithm Optimization: Implement models from scratch and optimize algorithms for computational efficiency
I have experience with projects including Siamese networks, named entity recognition (NER), text classification, sentiment analysis, and triplet loss optimization. I use PyTorch and TensorFlow to implement deep learning architectures, often building models from scratch to better understand their mechanics.
I design and build production-ready APIs using FastAPI with async/await patterns, implement RESTful services, and create scalable architectures. I've deployed applications on Google Cloud Run and Vercel, managing everything from Docker containerization to CI/CD pipelines.
I work with multiple database technologies including PostgreSQL for relational data, MongoDB for document storage, and ChromaDB for vector embeddings. I design SQLAlchemy models, implement database abstraction layers, and optimize queries for performance.
I'm skilled in text summarization, custom tokenization, translation systems, and document processing. I've fine-tuned transformers like Pegasus to handle large documents, integrated Google Gemini AI for summarization, and built multi-language support systems.
I create complete applications with modern web interfaces, real-time processing, and responsive design. I integrate AI services, manage API configurations, and implement CORS policies for secure cross-origin requests.
I have hands-on experience with Docker, Google Cloud Platform, environment configuration, and API key management. I've deployed scalable applications with automatic scaling, load balancing, and global accessibility.
🚀 Always eager to learn new technologies and collaborate on cutting-edge AI projects. Let's connect!
