Anna Ullah

I am an impact-driven Senior Machine Learning Engineer with over 10 years of experience delivering end-to-end AI/ML solutions that scale in production. My specialization in MLOps, NLP, deep learning, and cloud-native deployments across AWS, GCP, and Azure has enabled me to build robust ML pipelines and productionize models effectively. I have a proven track record of driving business transformation through intelligent automation and translating complex business challenges into measurable, data-driven impact.

In my current role at Klarity Labs, I designed and deployed LLM and Transformer-based NLP models using Hugging Face, BERT, and RoBERTa. I developed cloud-native ML APIs using FastAPI, containerized with Docker, and deployed to AWS Lambda. My experience also includes implementing real-time inference monitoring with Grafana and Prometheus, building automated model retraining pipelines, and leading technical documentation efforts. I am passionate about mentoring and leading teams, ensuring that new MLOps team members are well-equipped to succeed.