
Ali Shehbaz
Machine Learning Engineer
Habilidades

Experiencia laboral
Machine Learning Engineer
System Limited • Freelance
Dec 2019 - Dec 2022 • 3 yrs
I am a Software Engineer turned ML Specialist with hands-on experience in building and deploying production-ready AI models. My expertise lies in bridging the gap between complex research and scalable software solutions. Key Contributions & Skills: End-to-End ML Pipelines: Designed and optimized data workflows, from preprocessing to model deployment using Docker and FastAPI. Specialized Architectures: Developed high-accuracy models using CNNs for Image Recognition and Transformers for NLP tasks. Predictive Analytics: Implemented time-series forecasting and anomaly detection systems that improved business decision-making by 30%. Tech Stack: Proficient in Python (PyTorch, TensorFlow, Scikit-learn), SQL, and Cloud integration (AWS/GCP). I focus on writing clean, maintainable code that ensures AI models perform reliably in real-world environments, not just in Jupyter notebooks.