Latest articles
Architecting EduPlatform AI: Designing a B2B Multi-Model Socratic Intelligence & Formative Examination Infrastructure
An in-depth research and architectural breakdown of EduPlatform AI — engineering zero-spoil Socratic reasoning pipelines, Fisher-Yates zero-collision exam simulation, 4-tier formative autograding rubrics, semantic plagiarism indexing, and curriculum-agnostic scalability across 72+ compiled routes.
Hybrid Automated Grading and Learning Analytics Platform
My final year thesis — a neuro-symbolic AI platform that combines deterministic code evaluation with generative AI feedback and longitudinal learning analytics, transforming traditional assignment grading into a data-driven educational system.
Empowering Education: Understanding the Role of Technology on Student Learning
A data-driven research project exploring how technology integration affects academic outcomes — awarded best performance by supervisor Habibullah Nangraj. Covers survey design, EDA, hypothesis testing, and actionable findings.