Position: Machine Learning Engineer / Data Scientist
Category: Data Science
English level: fluent
Years of experience: 3

I've owned and led projects end-to-end in every job I've had. I have experience in researching, developing and deploying both deep learning and classical ML models in an efficient and scalable way. I've mostly worked on NLP and time series-related tasks in industry. Currently applying reinforcement learning methods to language modelling (both with and without human feedback).
I have considerable experience in deep learning for NLP, time series forecasting, and MLOps, among other things. My experience includes owning projects from start (research) to finish (deployment and improvement).
Notable projects include a retrieval-oriented language model fine-tuned with reinforcement learning, a zero-shot Document AI suite for resumes, machine transliteration for low-resource languages (Urdu, dialects of Arabic, etc), and a scalable autoML forecasting system that beats Vertex AI and is comparable to AWS Forecasting while being much faster.
My educational background is in Computer Science and Economics. I hold a Master's degree in Economics and Data Science from Bocconi University and am currently pursuing a second master's in Machine Learning from Porto University.