Making Compression a Habit with zstd

Practical guide to using zstd compression in Python and Linux for data processing, log management, and reducing storage and transfer costs.

Rust File I/O with Compression

Rust utility functions for transparent zstd compression/decompression when working with files

2025 -> 2026

My plan for 2026

Running Multiple LLM Models with llamacpp Router

Guide to setting up llamacpp router for managing multiple GGUF models including embeddings and LLMs

Benchmarking LLM performance backends with rust

Guide to LLM performance benchmarking with Rust, covering TTFT, ITL, throughput metrics, and llmperf-rs’s approach to metrics aggregation

Using hf tokenizers in Rust

Example of how to use Tokenizers from Huggingface in Rust

Serverless Webhooks with Cerebrium

Processing large PDF files often leads to HTTP timeouts. You send a document, wait, and the connection dies before processing completes. Cerebrium’s serverless platform solves this with custom FastAPI webhooks and built-in security.

Ansible at Home

Using Ansible to automate and manage home environments, including server setups and configurations.

Re-Writing a Text Deduplication Tool in Rust

Exploratory project to re-write a text deduplication tool in Rust, comparing performance and accuracy with the original Python implementation.