Portfolio
— As of September 2023
- Text Classification using NLP (Fine-tuned BERT Models)
- Fine-tuned BERT models to achieve superior accuracy in text classification tasks, demonstrating advanced NLP skills.
- End-to-End Recommender System — Tastet Project:
- Learn more about this → here
- Developed a comprehensive recommender system from concept to deployment.
- Accolade — with a Mitacs Sponsorship of $15,000, underscoring the project's innovation and practical value.
- AI-powered Quality Assurance tool (GPT+HuggingFace)
- Prototyped a tool to identify products with misleading color descriptions an the e-commerce platform. Goal was to enhance user experience and reduce returns.
- Product recommendation engine
- Designed a product recommendation engine, leveraging the patterns in order history. The goal was to customize the product grids in our communications, therefore enhancing the user experience and driving repeat purchases.
- Advanced Customer Scoring System:
- Build a scoring system for Marketing purpose around the RFM theory. Enhanced it with email engagement and discount-seeking behavior indicators to develop a sophisticated model.
- Data Reporting and Visualization Expertise:
- Demonstrated proficiency in PowerBI, Tableau, and Amazon Quicksight through various successful reporting projects.
- Designed and implemented an dashboard for anomaly detection in manufacturing processes using a Microsoft technology stack (SQL Server, PowerBI, Angular)
- Accolade — Developed an interactive dashboard during an internship, which became a key feature in the company's client offerings.