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@gopiamaraneni
AI/ML engineer delivering scalable, HIPAA-compliant predictive analytics and real-time ML pipelines.
I am an AI/ML engineer with over three years of hands-on experience building predictive analytics, NLP, and real-time inference solutions across healthcare and automotive domains.
I design and deploy end-to-end ML pipelines using Python, scikit-learn, TensorFlow, MLflow, Airflow, and cloud platforms (AWS/Azure), with a focus on automation, monitoring, and reproducible model delivery.
My work includes creating HIPAA-compliant workflows for patient risk prediction, applying NLP to clinical notes, and developing predictive maintenance and anomaly detection systems that improved model accuracy and operational uptime.
I collaborate closely with cross-functional teams—data engineers, clinicians, and product stakeholders—to translate business needs into measurable ML outcomes and maintain clear documentation and dashboards for stakeholders.
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Work history, roles, and key accomplishments
CitiusTech
Feb 2025 - Present (9 months)
Designed and deployed predictive analytics models to identify high-risk patients for readmission, achieving 85%+ accuracy and enabling real-time inference on AWS SageMaker integrated with Tableau/Power BI dashboards.
KPIT Technologies
Jan 2021 - Nov 2023 (2 years 10 months)
Built and deployed predictive maintenance and anomaly detection systems for automotive clients, improving fault detection accuracy by 15% and delivering real-time insights via dashboards.
Degrees, certifications, and relevant coursework
Master of Science, Information Systems
2024 - 2025
Completed a Master of Science in Information Systems with coursework and projects focused on data systems, analytics, and cloud-based solutions.
Bachelor of Technology, Mechanical Engineering
2019 - 2023
Completed a Bachelor of Technology in Mechanical Engineering with exposure to engineering fundamentals and technical project work.
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