Unstructured Text Sources: You’re the architect behind the scenes, gathering unstructured text data from various sources—think emails, customer service records, audio transcripts, and more. We ingest such content into cloud platforms like Databricks, BigQuery etc.
Text Extraction and Transformation
Extracting Insights: Your mission? Unleash the hidden gems within unstructured text. You extract meaningful information, whether it’s sentiment analysis, named entity recognition, or topic modeling. These insights fuel the generative AI models downstream.
Embeddings - The Magic of Vector Representations
Word Vectors: You transform raw text into dense vector representations (word embeddings) using techniques like Word2Vec, BERT, or GloVe. These embeddings capture semantic relationships between words, making them ideal for language models.
Building Robust Pipelines
Pipeline Architects: You design and implement data pipelines that seamlessly flow from raw text to processed embeddings. These pipelines span text sources, tokens, vectors, vector databases, and, ultimately, language models.
End-to-End Project Completion
From Ingestion to Deployment: You’re the bridge between data science and production. Your pipelines ensure that generative AI models receive high-quality, domain-specific data. You oversee the entire journey—from data wrangling to model deployment.
Data Solutions
Informing the journey with valuable insights and advanced analytics. Embrace innovation and let your data pave the way for success.
