ANIMax User

At Sysnet Global Technologies, I build Python automation systems and SQL Server data pipelines for enterprise clients including Acer and Hughes. My production automation increased reliability from 60% to 99% uptime while processing 2,000+ records daily with zero human intervention.

I designed a zero-touch nightly ETL pipeline that cleans raw Excel data, applies business logic, loads structured records into MSSQL, and sends automated success or failure alerts. The system eliminated hours of manual nightly data entry.

I also built a Django and Folium route-optimization dashboard for 2,000+ geocoded addresses, supporting daily route and cost planning. For a packaging use case with no off-the-shelf solution, I independently collected and labeled proprietary data, trained a YOLOv8 hardware-detection model, and used transfer learning and knowledge distillation for lightweight edge deployment.

Earlier, at Sapple Company, I built Python projects including automation scripts and a QR code generator. I'm continuing to strengthen my Linux, networking, and cybersecurity knowledge so I can write more secure code and test applications for vulnerabilities.