Articles & Documentation

Deep dives, architecture reports, and implementation details for my major projects.

Smart MCQ Solver (RAG)

Dual-FAISS RAG pipeline retrieving into a quantized Gemma-4-12B. Achieved top score (0.75893 MAP@3) on Kaggle. Tracked 47 experiments on WandB.

Role-based recruitment application spanning 3 dashboards. Automated recurring reminder and reporting jobs with Redis and Celery.

Multi-user quiz platform featuring secure authentication, dynamic quiz management, and real-time Matplotlib-based performance tracking.