ML Engineering

Hands-on ML and LLM engineering write-ups: RAG evaluation, prompting, model behaviour, and the infrastructure around it.

Evaluating RAG using LLM-as-a-Judge Independent Evaluation, Automatic Insights Collection ML Engineering

Evaluating RAG using LLM-as-a-Judge Independent Evaluation, Automatic Insights Collection

 Chatting with Large PDFs (100–500 Pages): Using RAG with OpenAI Embeddings (Local vs. API) ML Engineering

Chatting with Large PDFs (100–500 Pages): Using RAG with OpenAI Embeddings (Local vs. API)

 How to set up monitoring of CPU and memory usage for C++ multithreaded application with Prometheus, Grafana, and Process Exporter ML Engineering

How to set up monitoring of CPU and memory usage for C++ multithreaded application with Prometheus, Grafana, and Process Exporter

 How To Integrate Valgrind into GitHub Actions? ML Engineering

How To Integrate Valgrind into GitHub Actions?

 Careers page ML Engineering

Differences in Prompting Techniques: Claude vs. GPT

 Careers page ML Engineering

Experiments with different LMMs

 Careers page ML Engineering

Minimizing Randomness in GPT Responses: A Guide to Using Seeds, Top_p, and Monitoring System Fingerprints

 Careers page ML Engineering

Prompt Engineering through Structured Instructions and Advanced Techniques
COXIT Newsletter — polaroid photos of the team at work and on site at Stevens Industries

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