Dhruvam Panchal
- Role
- Data Scientist at PTC
- Location
- Jersey City, NJ, US
- LinkedIn followers
- 500 followers
About Dhruvam Panchal
I build ML systems end-to-end -> from real-time streaming pipelines and production…
Experience
Data Scientist
Feb 2024 — Present · US
Developed a real-time anomaly detection system with Python, TensorFlow, PyTorch, and Amazon SageMaker, reducing 25% falsepositives and enhancing incident response times using machine learning techniques, including ensemble methods and deep learning. Developed a decision engine with Python, Apache Spark, and AWS Glue to process over 1 million monthly claims, utilizing Scikit-learnand Pandas for feature engineering and data pre-processing, while meeting with stakeholders for requirements and model validation. Conducted root cause analysis using SQL on Amazon Redshift, Databricks, and Apache Hive, leveraging NumPy and SciPy for statisticalassessments, resulting in a 20% reduction in defects through actionable insights. Maintained CI/CD pipelines using AWS CodePipeline, Jenkins, and Docker for automated testing and deployment, monitoringperformance with AWS CloudWatch, Prometheus, and Grafana to ensure seamless updates and system stability.
Education
DPS Modern Indian School
Higher Secondary Education, Science and Maths
2015 — 2017
Dhirubhai Ambani University
Bachelor of Technology - BTech, Information and Communication Technology
Stevens Institute of Technology
Master of Science - MS, Computer Science
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