Digital platforms, AI-powered tools, and published works — spanning legal technology, exam preparation, and legal education.
Competitive Exam Preparation Platform
A digital encyclopedia ecosystem purpose-built for CSS and PPSC competitive exam preparation. Built on a custom PHP MVC framework, Nexus organizes encyclopedia articles by subject, delivers AI-generated quizzes per topic for self-assessment, and provides a comprehensive study workflow for aspirants across Pakistan.
AI-Powered Legal Research
Hybrid legal search engine indexing over 27,000 Pakistani judicial decisions. Combines FAISS vector embeddings with citation hierarchy ranking (SC > LHC > SHC > PHC > BHC) for relevance-grounded retrieval. Includes a RAG pipeline for AI-assisted legal research over the corpus.
AI-Powered Question Bank
Automated multiple-choice question generation pipeline powered by AI. Ingests educational content and produces curriculum-aligned question banks across multiple subjects and exam patterns. Designed to reduce the manual effort of creating large-scale assessment content.
Bilingual Language Preservation App
A web-based bilingual dictionary for the Saraiki language, one of Pakistan's major regional languages. Built to support language preservation by providing accessible translations, word lookups, and educational resources for Saraiki speakers and learners.
Author and publisher of textbooks and guidebooks for law entrance exams, undergraduate programs, and competitive recruitment across Pakistan. Notable titles include Elements of LAT (Pakistan's first comprehensive LAT resource), The Legal Companion, and the LearnUp Guidebooks series.
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