Research & Projects

Research Paper X

Currently under ACL Review. Title and details anonymized in accordance with ACL's double-blind review policy.

Transformer from Scratch

• Implemented full Transformer architecture from scratch: multi-head self-attention, positional encoding, feed-forward networks, and stacked encoder layers.
• Trained model for next-token prediction, demonstrating sequence modeling and attention mechanisms without high-level libraries.
• Modularized components with step-by-step Jupyter notebook bridging theory and code.

Financial Statement Analyzer AI

• Built AI tool to analyze financial statements and generate strategic insights with voice-enabled explanations.
• Calculated 20+ financial ratios and performed trend analysis producing multi-format reports.

Ledger Management System

• Developed management system to track credits, debits, and transaction history with persistent storage.
• Implemented automated calculations and Excel export functionality to streamline financial record-keeping.

Emotion Detection System

• Developed text-based emotion detection model classifying multiple emotional categories.
• Applied preprocessing, tokenization, and feature engineering to improve model accuracy.
• Optimized model performance via hyperparameter tuning and evaluation metrics.

Academic Reading & Notes

I regularly read and summarize the latest advancements in Natural Language Processing and abstractive summarization. My technical notes and paper summaries will be fully indexed here shortly.