Korn Sirijitra

Energy & IoT Projects – Alibaba Cloud

Agricultural AI Projects – Google Cloud Platform (GCP)

• Partnered with Data Science team to deploy machine learning models into real-time data pipelines with full lifecycle feature engineering

• Swine Cough Detection System:

– Ingested .wav audio files into Blob Storage

– Triggered Cloud Functions to extract acoustic features

– Deployed model to classify whether input sound was a pig’s cough

• Chicken Mortality Forecast:

– Collected data via Pub/Sub, stored in GCS, and triggered Cloud Functions on a timer

– Performed tailored feature engineering to feed into the predictive model

– Output: Identified which farms/coops were at high risk of chicken mortality within 7 days

• Shrimp Feeding Alert System:

– Integrated RTSP cameras to capture real-time screenshots

– Used image recognition model to detect floating shrimp

– Triggered alerts to farm endpoints when overfeeding was detected

• Built ETL pipelines for national energy monitoring and smart alert systems

• Utility Billing Analytics Platform:

– Set up API Gateway for external partners to send data

– Ingested raw data into Log Service and transformed it

– Stored cleaned data into AnalyticDB

– Managed orchestration workflows for consistent ETL and frontend dashboard readiness

• Electrical Appliance Failure Alert System:

– Used Function Compute with timer trigger to sweep through ingested logs

– Applied business logic to detect failure patterns

– Automatically sent alerts via LINE API for rapid maintenance response

Retail Data Platform – Microsoft Azure

• Delivered full-stack data ingestion and reporting system for retail operations

• Set up Azure API Management to manage incoming backend data

• Ingested transactional data via Azure Function App into SQL Database

• Developed ETL pipelines triggered by timers to prepare data per business requirements

• Enabled self-service analytics by integrating Power BI with curated datasets

• Implement and Collect data before through to pipeline all 16 data domain Split data pipeline in 4 Layer daily, weekly, monthly and sliding window
• Work with data warehouse team and Validate all data domain from dwh team ingestion (work on cloud)
• Get requirements from end user and develop using pyspark to build all report (Ac hoc – case)
• Integrate various data sources to be used in analytic projects
• Infrastructure Solution and Operations using Cloud Services
• Operations all data pipeline job schedule 4 Layer
• Client: -

• Implementation and Upgrade: Cloudera Hadoop platform
• Implement of Integration Flume Tools (HBase, Impala, Solr and Customization)
• Implement and Integration Real-time data streaming between data warehouse Downstream (file) using flume And kafka
• Consulting and support software 3rd Party and plugin on hadoop systems
• Implement script to task control and management ETL workload
• Implement script to Housekeeping cluster
• ETL, Data Ingestion and Reconcile report
• Backup and recovery data
• Support unexpected issue on cluster 5 x 8
• Client: -

• Development Mapping – Workflow
• - Scheduling workflow
• - XML Parser data
• - Real time change data capturing
• Implement the Informatica Power Center and Informatica Power Exchange
• Monitor session
• Provide PL/SQL for reconcile and Cleaning data
• Client: True Information Technology
• Project: Operation Data Stored with real time capture

• Investigate a problem and fix by SQL
• Develop Crystal Reports for Support User management level
• Create Package , Function and Procedure for support system
• Unit testing
• Client: Advanced Info Service Public Co., Ltd
• Project: AIS Asset Management

• Develop Visual Studio for ERP System and BOM System Develop Crystal Reports for ERP System and BOM System Get Requirement and System Design
• Find out and Fix Problem By SQL
• Unit testing
• Modify Validation process and Reports
• Client: DOIT Company Limited
• Project: Maintained BOM System (Build of Materials) and ERP System

• Find out and Fix Problem By SQL (1 HQ and 72 Branch)
• Design and Develop Store procedure for validating
• Modify Validation process and Reports
• Client: Bridgestone A.C.T (Thailand) Co.,Ltd.
• Project: Maintained ERP System