Challenge: Build a master data system that collects statistics data from various sources Apple Music, Spotify, etc. Solution: AWS DataLake + Looker. Outcome: Big Data acquisition and post-processing on the Google Cloud.
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Challenge: Rapid analysis and data extraction from pitch decks. Solution: AWS, Snowflake, LangChain, Streamlit with external API integration (LinkedIn, Crunchbase). Outcome: 75% faster data processing and information enrichment.
AMERICAN Institute of Physics
Challenge: Efficient information retrieval and management. Solution: Snowflake + Streamlit integration, Q&A chatbot via LangChain. Outcome: 50% reduction in data retrieval times, enhanced accuracy.