Hi, I'm Saumit
I'm pursuing an MS in Electrical Engineering at NC State. Over 3+ years I've shipped production medical computer vision systems, most recently as an ML Engineer at DeepTek on clinical computer vision, regulatory validation, and MLOps.
Currently focused on designing autonomous LLM reasoning workflows and implementing production observability systems.
Education
M.S. Electrical Engineering, North Carolina State University (2027)
B.Tech Electrical & Electronics, Manipal Institute of Technology (2022)
Experience
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DeepTek.ai · ML Engineer
Shipped production computer vision for chest X-ray analysis and supported clinical and regulatory validation across FDA and CE cleared workflows. Built an experimentation platform with MLflow tracking that cut model evaluation from hours to minutes.
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Anheuser-Busch InBev · Automation Intern
Built analytics infrastructure and dashboards for employee work-pattern analysis, from raw task mining data through SQL storage to executive-facing Power BI reporting.
iQGateway · Data Science Intern
Developed model diagnostic visualizations for AutoML pipelines, improving how teams inspect model behavior during training and selection.
Prime Focus Technologies · Machine Learning Intern
Worked on automated audio processing and deep learning model evaluation for media production pipelines.
