Tyson Harrison

I am a Senior Machine Learning and Data Scientist with 7+ years applying AI and data-driven solutions across startups and established organizations. I specialize in NLP, ASR, and computer-vision deep learning techniques and have delivered 15+ projects for diverse clients.

I build production-grade models and systems, writing code, algorithms, and complex neural networks using Python, C++, PyTorch, TensorFlow and modern ML libraries. I am adept in TDD/BDD, OOP, SDLC, CI/CD pipelines and SOLID principles to ensure robust, maintainable solutions.

I design and deploy data-efficient pipelines, perform EDA and feature engineering, and implement RAG pipelines with LangChain and vector stores. I have developed custom LLM-based chatbots backed by vector databases and have achieved strong ASR performance (test-set average WER 0.19).

I manage end-to-end deployment automation on AWS/GCP/Azure, leverage MLOps tools like MLflow and Airflow, and build monitoring with Prometheus and Grafana. I work effectively in Agile teams and lead cross-functional efforts to move ML projects into production.