Lead AI Engineer – Automated Lead-Qualification Engine (Eco Energy Insulation Ltd)
TextClassification
Developed and maintained an automated AI-based lead-qualification engine that performed data extraction, scoring, and integration for CRM systems. Responsible for training and evaluating text-based LLM models to classify and rank scraped property data for sales optimization. Coordinated model fine-tuning, data annotation, and performance measurement to optimize AI output quality and reduce manual review. • Led the full data pipeline from raw data collection to annotation and model deployment.
• Performed iterative classification and filtering of text data by relevance and accuracy.
• Applied prompt engineering to increase model data labeling efficiency.
• Integrated internal/proprietary tooling to automate labeled data ingestion.
Developed and maintained an automated AI-based lead-qualification engine that performed data extraction, scoring, and integration for CRM systems. Responsible for training and evaluating text-based LLM models to classify and rank scraped property data for sales optimization. Coordinated model fine-tuning, data annotation, and performance measurement to optimize AI output quality and reduce manual review. • Led the full data pipeline from raw data collection to annotation and model deployment. • Performed iterative classification and filtering of text data by relevance and accuracy. • Applied prompt engineering to increase model data labeling efficiency. • Integrated internal/proprietary tooling to automate labeled data ingestion.
2025 - Present