AI & Machine Learning

Building and integrating machine learning and LLM-based systems.

I work with machine learning fundamentals and classical algorithms using Python libraries like NumPy, pandas, and scikit-learn.

I build and integrate transformer-based models for NLP tasks using Hugging Face and related tooling.

I design LLM-based applications, including RAG pipelines, embeddings, and prompt-driven systems.

I run and optimize models locally when needed using tools like Ollama and vLLM, including quantized model formats.

I manage ML experiments and data pipelines, tracking training and evaluation using tools like Weights & Biases.