Artificial Intelligence

Artificial Intelligence is the art and science of teaching machines to learn, reason, and create. It’s the engine that transforms raw data into intelligent action, enabling systems to understand complex patterns, make predictions, and generate innovative solutions. My work focuses on building and deploying these intelligent models to solve real-world problems.

Key Technologies & Frameworks:

TensorFlow The industry-leading deep learning framework for building and training neural networks, from computer vision to natural language processing.

Scikit-learn The go-to library for classical machine learning, providing robust and efficient tools for classification, regression, clustering, and data preprocessing.

MLflow MLOps platforms for managing the entire machine learning lifecycle, from experiment tracking and model versioning to deployment and monitoring.

Arize AI A platform for observability and monitoring of machine learning models, ensuring they perform as expected in production environments.

Qdrant For managing and querying high-dimensional vector data, essential for applications like semantic search and recommendation systems to manage embedding.

LlamaIndex A framework for building applications with large language models, enabling efficient data retrieval and processing.

Ollama A platform for deploying and serving large language models, providing a user-friendly interface for interacting with AI models.

Transformers.js A modern library for running Transformers model in the browser. Paired with the new web standard WebGPU allows for high-performance AI tasks directly in the browser. The AI in this website runs with them withouth any costly external service.

Key Projects:

Comprehensive Recommender System Guide A detailed guide on building recommender systems, covering collaborative filtering, content-based filtering, and hybrid approaches. It includes practical examples and code implementations.

Web Based ChaD GPT A web-based AI assistant that can answer questions about me and this site, it uses your local hardware to run, ensuring privacy total privacy.