I am an AI/ML Engineer with over 4 years of experience designing, developing, and deploying machine learning and deep learning solutions at scale. I specialize in Python, PyTorch, TensorFlow, and SQL, and I build end-to-end ML pipelines, data processing workflows, and cloud-based AI/ML platforms using AWS and Azure. I have hands-on experience with NLP, generative AI, reinforcement learning, and fine-tuning large language models with LoRA and QLoRA techniques. I also implement MLOps practices including CI/CD, model monitoring, versioning, and API deployment to deliver reliable, scalable, production-ready AI solutions.
I excel at diagnosing complex data challenges, optimizing data pipelines, and turning data-driven insights into action. My track record includes reducing fraud false positives, accelerating document processing, and enabling data-driven decision making in financial services and healthcare. I have collaborated with cross-functional teams and mentored others to scale AI initiatives across organizations.
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