03538nam a2200361 a 4500 20260818114117.0 260224s20259999th m 000 0 eng d .b12479408 AIT ISPR DSAI no.25-01 Pyae Sone Kyaw Floware BP-floware data batchprocessing : setting up cloud data batch processing infrastructure using microsoft Azure batch Pathum Thani, Thailand : Asian Institute of Technology, 2025 47 leaves : ill.+ 1 online resource Internship Report ; no. DSAI-25-01 An internship report submitted in partial fulfillment of the requirements for the degree of Master of Engineering in Data Science and Artificial Intelligence Internship Report (M. Eng.) - Asian Institute of Technology, 2025 This 6-month internship report highlights the successful implementation of an automated cloud data engineering pipeline at Floware, a startup specializing in mobility flow analysis. The primary objective focused on designing and deploying an Azure Batch Processing solution to streamline the company{u2019}s data processing workflows.Commencing in September 2024 and concluding in March 2025, the internship centered on transforming manual data processing tasks into an automated, scalable cloud solution.The implementation involved creating containerized environments using Docker, establish ing efficient data flows between Azure services (Batch, Container Registry, Blob Storage), and developing standardized processing workflows for both computer vision and Bluetooth sensor data. Beyond the primary cloud engineering focus, serving as the company{u2019}s sole data scientist necessitated fulfilling various critical responsibilities, including data engineering, analysis, and visualization for client needs. Complex data transformation tasks were successfully automated, from processing raw sensor data to generating actionable insights such as Origin-Destination matrices and other related trajectory,Speed and Frequentation analyses from Bluetooth and Computer Vision Data . The outcomes demonstrated significant improvements in processing efficiency, with automated batch processing reducing manual intervention while ensuring consistent, reliable and efficient results. Additional achievements included developing visualization solutions using PowerBI, contributing to physical sensor deployment operations, and providing data-driven solutions for specific client requirements. This internship fostered valuable experiences in cloud engineering, data science, and startup operations, contributing to a deeper understanding of implementing scalable data solutions in real-world applications. Microsoft Azure (Computing platform) Computer communication systems Database management Chaklam Silpasuwanchai, Chairperson Chantri Polprasert, Examination Committee AIT Scholarships, Scholarship Donor Asian Institute of Technology. Internship Report ; no. DSAI-25-01 Full-Text http://203.159.5.9/ait-thesis/detail.php?q=B23656 .b12479408 mnarc a 260310 0 260306 m h a 0 mnarc 67 Barcode : - CREATED : 2026-02-24 RECORD # : i13576380 LPATRON : 0 LCHKIN : - # RENEWALS : 0 # OVERDUE : 0 IUSE3 : 0 TOT CHKOUT : 0 TOT RENEW : 0 45808 45808 0 0 0 0 MAIN MAIN mnarc 2026-08-18 0 AIT ISPR DSAI no.25-01 2026-08-18 11:41:17 1 2026-08-18 67