Projects in FatikwaraProjects in FatikwaraMultimodal Video SEO & Content Intelligence Engine
Engineered an end-to-end, 100% offline Multimodal Video SEO & Strategy Intelligence system designed for high-volume content creators and media marketing agencies.
Core Multimodal AI Pipeline:
• Audio Intelligence (Whisper): Millisecond-precision speech-to-text, tone detection, cadence tracking, and keyword density analysis.
• Computer Vision & Thumbnail Scorer (OpenCV + Vision LLMs): Semantic scene identification, on-screen text extraction, and predictive A/B thumbnail clickability scoring.
• Strategic Logic & SEO Pack: Correlates audio and visual signals to compute weighted retention scores (Hook 35%, Keyword 25%, Visual 25%, Sentiment 15%) and automated metadata packages.
• Competitor Benchmarking: Automated transcript gap analysis to identify underserved search demand and audience retention triggers.
• Automated Client Reporting: Production-grade automated PDF audit generation with visual breakdown charts.
Tech Stack:
• Core: Python, FastAPI (Async Orchestration), OpenCV, FPDF2, SQLite
• AI & Local Models: OpenAI Whisper, Gemma / Local LLMs via Ollama, TextBlob
• Dashboard: Streamlit Analytical Interface