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Christian Grech

Christian Grech
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Writing ETL Pipelines in Python: A Step-by-Step Guide

In the realm of data engineering and analysis, Extract, Transform, Load (ETL) pipelines serve as the backbone for processing and…

Apr 13

Writing ETL Pipelines in Python: A Step-by-Step Guide

Apr 13

Christian Grech

Fine-Tuning Your Own Custom PyTorch Model

Fine-tuning a pre-trained PyTorch model is a common practice in deep learning, allowing you to adapt an existing model to a new task with…

Mar 15

Fine-Tuning Your Own Custom PyTorch Model

Mar 15

Christian Grech

Unlock Faster LLM Serving with vLLM: A Step-by-Step Guide

In this article we will compare running four prompts with Mistral-7B with and without vLLM, and compare the duration in both cases.

Feb 25

Unlock Faster LLM Serving with vLLM: A Step-by-Step Guide

Feb 25

Christian Grech

Building a Retrieval Augmented Generation Model Using Hugging Face Zephyr LLM and LangChain

Introduction

Feb 19

Building a Retrieval Augmented Generation Model Using Hugging Face Zephyr LLM and LangChain

Feb 19

Christian Grech

Evaluating RAG Performance: A Comprehensive Guide

Retrieval Augmented Generation (RAG) systems are intricate, with various components influencing their performance. Implementing…

Feb 16

Evaluating RAG Performance: A Comprehensive Guide

Feb 16

Christian Grech

Named Entity Recognition using roBERTa Base Large Language Model

In today’s fast-paced world, extracting valuable information from vast datasets is crucial. Named Entity Recognition (NER) is a fundamental…

Jan 24

Named Entity Recognition using roBERTa Base Large Language Model

Jan 24

Christian Grech

Unleashing the Power of Large Language Models: A Retrieval-Augmented Generation Project

Introduction

Jan 23

Unleashing the Power of Large Language Models: A Retrieval-Augmented Generation Project

Jan 23

Christian Grech

Hierarchical Sorting of Legal Text Using NLP

In the ever-evolving landscape of Legal Tech, one of the key challenges faced by companies revolves around the intricate task of…

Jan 20

Hierarchical Sorting of Legal Text Using NLP

Jan 20

Christian Grech

Building a Robust Dutch NLP Symptom Checker: From Data to Deployment

In the realm of medical apps, providing users with accurate information about their symptoms is crucial. To address this need, I have…

Jan 19

Building a Robust Dutch NLP Symptom Checker: From Data to Deployment

Jan 19

Christian Grech

Christian Grech

Christian Grech is a Software Engineer / Data Scientist working on the development of atom-sized quantum sensors in diamonds.

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