Open to opportunities

Alex Aman

@alexaman1

Message

I am a Senior Machine Learning Engineer and MLOps architect driving production-grade AI solutions.

United States

Message

What I'm looking for

I seek senior roles building production-grade, cloud-native AI and MLOps systems, leading cross-functional teams to deliver scalable, explainable ML solutions in collaborative, growth-focused organizations.

I am a Senior Machine Learning Engineer and Cloud-Native MLOps Architect with 12+ years building and deploying AI at scale. I design end-to-end ML pipelines, production APIs, and cloud-native architectures across AWS, GCP, and Azure.

I have led development of Transformer and LLM-based NLP solutions using Hugging Face, BERT, and RoBERTa, and I deploy models with FastAPI, Docker, and serverless services. I implemented real-time inference monitoring (Grafana, Prometheus) and automated retraining pipelines using MLflow and GitHub Actions to maintain model health and reproducibility.

My background spans deep learning, computer vision, semantic search, and generative approaches, and I have driven measurable improvements such as a 20% model performance gain through hyperparameter tuning and ensemble methods. I partner closely with product and engineering teams to integrate ML outputs into backend systems and SaaS platforms.

I hold AWS, Google TensorFlow, and Azure AI certifications and I prioritize explainable AI, model governance, and mentoring MLOps teams. I am focused on delivering scalable, compliant, and business-impacting AI solutions that accelerate decision-making and product value.