~$ cat about.txt

Hi, I'm Achal

Data Scientist | AI Engineer

Data scientist by trade, also trying to make GPUs go brrr!

$ ls skills/

Python Git
~$ ls -la blog/

Understanding Landau Symbols: The Language of Algorithm Efficiency

Ever wondered how computer scientists compare algorithms without getting bogged down in messy details? Enter Landau symbols — an elegant notation system that lets us describe how algorithms scale.

read more →

NVIDIA GPU Management

From cold starts to memory error protection - five essential GPU management concepts every ML engineer should know. Covers persistence mode, MPS, MIG, clock speed management, and ECC memory.

read more →

Introducing InferenceX: Open Source vLLM Benchmarking for Multi-GPU Inference

I built InferenceX, an open-source tool for benchmarking LLM inference across different GPU configurations. It measures throughput, latency, TTFT, and real power efficiency using nvidia-smi. Works with any HuggingFace model that vLLM supports.

read more →
~$ cat contact.txt

Let's Connect

I'd love to hear from you. Feel free to reach out!

$ echo "Looking forward to connecting with you!"

Looking forward to connecting with you!