Overview

As an Associate Data Scientist at Cmind AI, I worked on AI systems that supported earnings prediction and financial text analysis. The work combined data science, software engineering, MLOps, and analyst-facing product thinking — the goal was not only to train accurate models, but to build …

Overview

During my Data Analyst internship at Bluebono, I worked on a residential real estate analytics project connecting local housing market conditions to loan-to-value (LTV) decision-making.

The core insight: property risk is not only about the property itself. A similar home can carry different …

Overview

Built and compared machine learning models for automated hate speech detection on social media, implementing both traditional ML approaches and state-of-the-art transformer models.

Problem Statement

Hate speech on social media platforms:

• Harms targeted individuals and communities
• Spreads …