Projects

A collection of data science and machine learning projects that solve real-world problems.

datalanguagemodelnlptokenstextvectorvocab

Multitask NLP Classifier with BERT

NLPDeep Learning

Multitask BERT for paraphrase detection, semantic textual similarity and sentiment analysis.

datalanguagemodelnlptokenstextvectorvocab

LLM Fine-Tuning & Local Inference

NLPDeep Learning

Fine-tuning open-source LLMs with LoRA and running them locally via Ollama and llama.cpp.