$ Developed Streamlit-based application leveraging multiple AI models for comprehensive research report generation, including multi-volume documents up to 200+ pages with hierarchical organization
$ Integrated advanced natural language processing using NLTK for analyzing research topics, identifying key themes, concepts, and supporting auto-generated executive summaries via extractive/abstractive techniques
$ Implemented multi-stage report generation pipeline including literature review, methodology, findings, conclusions, and additional sections like executive summaries, table summarizations, and bibliographies
$ Created sophisticated citation management system automatically generating proper academic references in APA, MLA, Chicago, and Harvard formats with automated bibliography creation including DOI links
$ Built content synthesis engine combining information from multiple sources into coherent narratives with proper attribution, contextual building across sections, and web scraping for literature collection using BeautifulSoup
$ Engineered customizable templates supporting various research paper formats (e.g., scientific, business, literary) with automated section structuring, JSON-based templates, and prompt management for different tasks
$ Implemented iterative refinement workflow allowing users to provide feedback, regenerate specific sections, and utilize checkpoint resume for long-running tasks to save/recover progress
$ Created export functionality supporting multiple formats including DOCX (with full formatting, tables, hyperlinks), PPTX (professional slides for title, sections, content, conclusion), TXT, and ZIP archive bundling
$ Developed interactive chatbot for Q&A based on generated content, with web search fallback, conversation memory, history tracking, and unified LLM client manager for seamless model switching
$ Built quality assurance module with readability analysis using Flesch, Gunning Fog, Coleman-Liau metrics, table summarization from extracted data, and content analyzer for overall rigor
$ Implemented modular design with utility modules for research generation, hierarchical processing, chat management, export handling, configuration, prompts, templates, and error handling (custom exceptions for timeouts, rate limits)