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@austinsteven
I am a Senior Machine Learning Engineer delivering production-ready AI and deep learning solutions.
I am a Senior Machine Learning and AI Engineer with over 11 years of experience designing and delivering AI/ML solutions.
I build production-ready models across NLP, computer vision, time series forecasting, and recommendation systems using Python, PyTorch, TensorFlow, Scikit-learn, SQL, and cloud platforms (AWS, Google Cloud, Azure). I deploy and optimize models at scale—automating pipelines with MLOps, tuning GPU/TPU performance, and integrating LLMs and Generative AI into enterprise products.
Throughout my career at Cognitivescale, Abnormal Security, NVIDIA, and Orbital Insight, I have published research, contributed to patents, mentored junior engineers, and presented at international conferences. I am motivated to reduce model bias, deliver measurable product impact, and continuously advance practical AI systems.
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Work history, roles, and key accomplishments
CognitiveScale
Sep 2023 - Present (2 years 2 months)
Developed NLP models for customer support chatbots and virtual assistants; implemented deep learning pipelines on IBM Cloud and built real-time monitoring dashboards to improve model robustness on noisy data.
Deployed Claude-based models into enterprise-grade APIs, managed HPC/GPU clusters, and automated training pipelines using PyTorch and JAX to accelerate training and optimize costs.
Designed GPU-optimized deep learning architectures and computer vision models for autonomous driving, improving inference speed and scaling training for large datasets.
Orbital Insight
Mar 2015 - Oct 2019 (4 years 7 months)
Researched and developed large language models and generative AI systems, fine-tuned transformers and reinforcement learning experiments, and led efforts to reduce model bias and publish findings.
Degrees, certifications, and relevant coursework
Bachelor of Computer Science, Computer Science
Bachelor of Computer Science degree from COMSATS University.
Software and tools used professionally
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