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Project Metadata
DEVELOPMENT CATEGORYAI/ML
COMPLETION YEAR2025
PROJECT CONTEXTPersonal Project
ROLE TYPEFull Stack Architect
YouTube Comment Analyzer
Portfolio Project Case Study • Built by Bibek Bhattarai
A local AI developer tool that retrieves YouTube comments and conducts deep sentiment analysis using local LLMs. Summarizes video comments and clusters topics to analyze audience sentiment privately and affordably.
Technologies & Tools Used:
ReactFastAPIPythonOllama (Llama 3)Tailwind CSS
Key Technical Highlights:
Integrated YouTube Data API v3 for fetching video comment threads.
Utilized local AI models via Ollama to process natural language sentiment.
Designed interactive charts and dashboards in React.
Optimized analytical processing queues for video comment volumes.