Soham Patel Email & Phone Number

Los Angeles, Ca, Us

Irvine, California, United States

Irvine, California, United States

• Spearheaded data-driven insights into PFAS distribution, leveraging extensive Californian datasets on air quality, water,soil, vegetation, and contaminants.• Developed Python and ArcGIS pipelines to convert and optimize data into raster files (TIFs) for environmental analysis.• Conducted Bayesian analysis and statistical modeling in R to uncover critical insights into PFAS distribution patterns.• Applied CNNs, autoencoders, and GANs for precise colorization. Utilized these… Show more • Spearheaded data-driven insights into PFAS distribution, leveraging extensive Californian datasets on air quality, water,soil, vegetation, and contaminants.• Developed Python and ArcGIS pipelines to convert and optimize data into raster files (TIFs) for environmental analysis.• Conducted Bayesian analysis and statistical modeling in R to uncover critical insights into PFAS distribution patterns.• Applied CNNs, autoencoders, and GANs for precise colorization. Utilized these techniques to visualize complex datatrends, enhancing understanding and decision-making in environmental research. Show less

Orange, California, United States

Spearheading the transformation of the outdated Access database in the Burn Center into a robust, cloud-based solution. Key achievements include:*Cloud Migration & Cost Optimization: Successfully deployed a secure, high-availability web application on AWS EC2, integrated with AWS S3 for scalable document storage. Leveraged API Gateway for efficient data retrieval, resulting in a 25% reduction in operational costs.*Machine Learning Integration: Implemented machine learning… Show more Spearheading the transformation of the outdated Access database in the Burn Center into a robust, cloud-based solution. Key achievements include:*Cloud Migration & Cost Optimization: Successfully deployed a secure, high-availability web application on AWS EC2, integrated with AWS S3 for scalable document storage. Leveraged API Gateway for efficient data retrieval, resulting in a 25% reduction in operational costs.*Machine Learning Integration: Implemented machine learning models using AWS SageMaker for predictive analytics, significantly enhancing QA processes and minimizing data discrepancies.*Data Visualisation & Real-time Analytics: Developed and maintained interactive Tableau dashboards connected to AWS services, delivering real-time insights that have improved patient care and operational efficiency. Show less

Surat, Gujarat, India

*Developed a cutting-edge passenger detection and identification model for public transport systems, leveraging advanced deep learning detection and tracking algorithms. Achieved remarkable results by automating sales processes, resulting in a staggering 30% increase in revenue generation. Additionally, enhanced overall safety within the public transport system.*Created an image Analysis System on Microsoft Azure, leveraging Custom Vision, Anaconda, and .NET Framework, achieving a… Show more *Developed a cutting-edge passenger detection and identification model for public transport systems, leveraging advanced deep learning detection and tracking algorithms. Achieved remarkable results by automating sales processes, resulting in a staggering 30% increase in revenue generation. Additionally, enhanced overall safety within the public transport system.*Created an image Analysis System on Microsoft Azure, leveraging Custom Vision, Anaconda, and .NET Framework, achieving a remarkable 98% accuracy in identifying individuals in webcam images while scrutinising their attire, hair, makeup, and footwear to ensure strict adherence to organisational standards. *Built a Social Distance Detector using YOLO algorithm during the COVID-19 pandemic, achieving a 93% accuracy rate in monitoring pedestrian movement through CCTV cameras, effectively enforcing social distancing measures. Show less

Chennai, Tamil Nadu, India

Master'S Degree, Data Science

Bachelor Of Technology - Btech, Computer Science And Engineering, 9.24/10

Science