Technology & Software · Custom ML
Introduction
01
Taller developed and trained custom AI models to extract structured intelligence from vast amounts of unstructured web data-automating content classification across multiple industry sectors.
A manual, weeks-long analysis process needed to be replaced with a real-time pipeline-one that could process thousands of data points daily, classify content across sectors, and extract key attributes with minimal human intervention.
→ The Challenge
Impact
02
Real-Time Intelligence
A
60%
Improvement in data extraction efficiency
B
35%
Increase in end-to-end analysis throughput
C
70%
Increase in market analysis speed
What Taller Built
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Custom AI models and automated pipelines that replaced weeks of manual analysis with real-time, scalable intelligence extraction.
01
Custom Model Training
Custom TensorFlow models trained for multi-sector content categorization—classifying content across multiple industry sectors automatically at scale with minimal human intervention.
02
Automated Web Harvesting
End-to-end infrastructure with Scrapy and Selenium for automated data collection, processing thousands of data points daily through a scalable, resilient architecture.
03
Intelligence Pipeline
Complete pipelines from raw data ingestion to structured output delivery—replacing a manual, weeks-long analysis process with a real-time automated intelligence system.
Goals
04
Classify content across multiple industry sectors automatically at scale
Extract key attributes from unstructured data with minimal human intervention
Replace manual weeks-long analysis with an automated intelligence pipeline
Process thousands of data points daily through a scalable architecture
Technology Stack
05