Extracts and ranks character names from The Brothers Karamazov using a lightweight spaCy NLP pipeline. Filters long words from the text, runs named entity recognition to identify characters, and returns the top 50 most frequently mentioned names.
Designed a modular prompt engineering pipeline using the OpenAI API (GPT-4) to generate a structured, 40+ page AI-assisted business plan across 39 distinct sections. Engineered context-specific prompts optimized for tone, audience, and output quality, and integrated LLM outputs into a cohesive, scalable document production workflow — improving content generation efficiency and coverage across executive, financial, and operational domains.
Generates business slogans using GPT-4 and few-shot prompt engineering with the OpenAI API, using the COSTAR framework to optimize output quality, tone, and creativity.