Thuwarakesh Murallie

On a Time Crunch but Still Want to Learn to Develop Multi-Agent AI?
Data Science
These 3 starter projects only take a weekend (and a few cups of coffee, maybe)
Thuwarakesh Murallie
January 23, 202513 min read
Skills a Data Scientist Must Have (But a Software Engineer Doesn't)
Software Engineering
I guided a friend through her career transition to being an ML engineer.
Thuwarakesh Murallie
January 21, 20259 min read
RAG Isn't Immune to LLM Hallucination
Artificial Intelligence
How to measure how much of your RAG's output is correct
Thuwarakesh Murallie
January 20, 202510 min read
Preparing PDFs for RAGs
Data Science
I created a graph storage from dozens of annual reports (with tables)
Thuwarakesh Murallie
January 17, 20255 min read
How to Build a Knowledge Graph in Minutes (And Make It Enterprise-Ready)
Artificial Intelligence
I tried and failed creating one-but it was when LLMs were not a thing!
Thuwarakesh Murallie
January 13, 20259 min read
I Tested Frontline M-LLMs on Their Chart Interpretation Skills
Data Visualization
Can multimodal LLMs infer basic charts accurately?
Thuwarakesh Murallie
November 5, 202433 min read
How Much Stress Can Your Server Handle When Self-Hosting LLMs?
Large Language Models
Do you need more GPUs or a modern GPU? How do you make infrastructure decisions?
Thuwarakesh Murallie
October 19, 20246 min read
I Fine-Tuned the Tiny Llama 3.2 1B to Replace GPT-4o
Large Language Models
Is the fine-tuning effort worth more than few-shot prompting?
Thuwarakesh Murallie
October 15, 20248 min read
The Most Valuable LLM Dev Skill is Easy to Learn, But Costly to Practice.
Large Language Models
Here's how not to waste your budget on evaluating models and systems.
Thuwarakesh Murallie
October 9, 202415 min read
Building RAGs Without A Retrieval Model Is a Terrible Mistake
Large Language Models
Here are my favorite techniques - one is faster, the other is more accurate.
Thuwarakesh Murallie
September 17, 20249 min read