Simranjit Kaur

At LLymach Technologies, I’m applying machine learning and deep learning pipelines to business problems while developing AI-powered automation workflows from data preprocessing through inference and serving.

On NeuralOps, I architected an AI-native DevOps intelligence platform for real-time telemetry, anomaly detection, service-degradation prediction, and RAG-based root-cause analysis.

I built API Doc Agent, a Chrome extension with a LangGraph multi-agent pipeline that turns API documentation into runnable code, Postman-ready payloads, and plain-English explanations. Its error-tracing agent connects pasted errors to the parsed documentation context.

My other work includes a generative latent world model for video prediction and a hybrid lung cancer classification project that achieved 95% accuracy. I’m also a Kaggle Datasets Expert ranked in the top 4% globally, and I published the mcdm-toolkit Python package on PyPI.