AI Spreadsheet Classifier & Annotator
TextClassification
Developed spreadsheet validation and anomaly detection platforms using offline LLMs to assist in AI-aided data review and annotation. Built pipelines for automated data classification, anomaly detection, and data transformation in large enterprise spreadsheets. Enabled users to interact with AI for data labeling and corrections in real time.
• Implemented classification logic with local LLMs for AI-assisted spreadsheet annotation.
• Automated anomaly detection and suspicious entry identification with ML pipelines.
• Provided real-time preview and validation of annotated or cleaned datasets.
• Supported prompt engineering workflows for question answering on tabular data.
Developed spreadsheet validation and anomaly detection platforms using offline LLMs to assist in AI-aided data review and annotation. Built pipelines for automated data classification, anomaly detection, and data transformation in large enterprise spreadsheets. Enabled users to interact with AI for data labeling and corrections in real time. • Implemented classification logic with local LLMs for AI-assisted spreadsheet annotation. • Automated anomaly detection and suspicious entry identification with ML pipelines. • Provided real-time preview and validation of annotated or cleaned datasets. • Supported prompt engineering workflows for question answering on tabular data.
2024 - Present