Huggingface Agents - Unit 1 Exploration by waleed
March 3, 2025 | Reading Time: 8 min
Deep dive into huggingface's CodeAgent framework: exploring how AI agents work with prompts.yaml, manage context evolution, and make decisions through LLM interactions. Includes practical insights on agent observability using Langfuse.
LLM Zoomcamp Week 4 - Monitoring and Evaluation Notes by waleed
August 6, 2024 | Reading Time: 18 min
In-depth coverage of LLM monitoring and evaluation techniques, including metrics, testing frameworks, and best practices for maintaining model quality and performance in production environments.
LLM Zoomcamp Week 3 - Vector Search Notes by waleed
July 19, 2024 | Reading Time: 55 min
Detailed exploration of vector search in LLMs, including embeddings, similarity measures, and implementing efficient vector databases for semantic search.
LLM Zoomcamp Week 2 - Open Source Notes by waleed
July 10, 2024 | Reading Time: 23 min
Deep dive into open-source LLMs, exploring model architectures, training approaches, and practical implementation using popular frameworks and libraries.
Managing Dev Environments - Local vs Codespaces by waleed
July 4, 2024 | Reading Time: 4 min
Comprehensive guide comparing local development environments with GitHub Codespaces, including best practices for environment setup, secrets management, and virtual environment configuration across different platforms.
LLM Zoomcamp Week 1 - Introduction Notes by waleed
June 29, 2024 | Reading Time: 23 min
Comprehensive notes on LLM Zoomcamp's introduction week, covering fundamental concepts of Large Language Models, their applications, and basic implementation approaches.
Prefect.io POC - Building ETL Pipeline for Toronto Bicycle Data by waleed
January 3, 2024 | Reading Time: 4 min
End-to-end data engineering project using Toronto's bicycle sharing data, implementing ETL pipelines with Prefect.io, GCP, and BigQuery, featuring infrastructure-as-code with Terraform and automated data processing workflows.
Synology Media Centre Setup by waleed
December 11, 2023 | Reading Time: 9 min
Step-by-step guide to setting up a comprehensive media center on Synology NAS, including configuration of Radarr, Sonarr, Plex, Jackett, and VPN services, with detailed troubleshooting tips and automation scripts.
Git set up for datatalksclub zoomcamp by waleed
September 5, 2023 | Reading Time: 2 min
Step-by-step guide to setting up a git repository for DataTalksClub courses, including how to fork, clone, and sync with the original course repo while maintaining your own work.