Serverless GenAI Serving
Explore what it means to build a serverless application that provides foundation models (generative AI) as a service with a focus on cloud architecture components and scalability!
PlatonicGraph: Completing Incomplete Graphs
As part of finding duplicates (using facial recognition) in a database, I explore an original algorithm which is able to make sure all graphs of duplicates are complete graphs.
Structuring the Unstructured: Document Processing
Explore how can unstructured documents be turned into structured data suitable for NLP tasks, allowing information communication through extraction.
Outperforming Humans: Facial Recognition Optimization
Explore the results of this practical optimization experiment aiming to curate a challenging dataset for finding the best stack for facial recognition from detection to feature extraction and distance metric.
Unsupervised Semantics: Text Class Inference
Explore an ML algorithm which is able to infer text classes from semantic clusters.