Multiplatform Sentiment Analysis
Analyzed 172,050 comments from Facebook, Instagram, TikTok, X, and YouTube using Machine Learning and Deep Learning models, comparing model performance across multiple social media platforms for sentiment classification.
Develop an AI Agent using Langflow
Developed an LLM based AI Agent using Langflow to automate the analysis of user provided text through an integrated workflow for text extraction, prompt processing, and structured output generation.
Occupational Health and Safety (OHS) Information System
Web based OHS service platform, translating business requirements into business processes, system workflows, and functional requirements to streamline OHS related information management.
Dashboard Employee Training Progress Monitoring
Consolidated thousands of training logs across internal divisions into an interactive Power BI dashboard tracking completion metrics.
Multifile Procurement Data Integration and Automation
Automated the integration and processing of 10+ large scale Excel datasets containing thousands of procurement records, reducing data preparation from hours to under 1 hour while improving consistency and reducing manual processing.
E-Commerce Maison Sono Perfume
Full lifecycle e-commerce solution starting from requirement analysis and user workflows to UI wireframes, and database modeling.