Results-driven AI Engineer with over 2.5 years of experience in software development, machine learning, and backend engineering. Azure-certified with strong hands-on expertise in LLMs, NLP, and deploying end-to-end ML pipelines. Proven ability to deliver scalable AI solutions using Python, PyTorch, Hugging Face, and cloud platforms like Azure. Experienced in developing and fine- tuning transformer-based models, integrating AI into real-world applications, and driving intelligent automation. Adept at working across the full ML lifecycle—from data preprocessing to deployment—with a track record of improving system performance, efficiency, and decision-making through applied machine learning.…Results-driven AI Engineer with over 2.5 years of experience in software development, machine learning, and backend engineering. Azure-certified with strong hands-on expertise in LLMs, NLP, and deploying end-to-end ML pipelines. Proven ability to deliver scalable AI solutions using Python, PyTorch, Hugging Face, and cloud platforms like Azure. Experienced in developing and fine- tuning transformer-based models, integrating AI into real-world applications, and driving intelligent automation. Adept at working across the full ML lifecycle—from data preprocessing to deployment—with a track record of improving system performance, efficiency, and decision-making through applied machine learning.WWWW…