Academic

Research & Publications

Peer-reviewed research and research-grade projects.

Peer-Reviewed Publications

IEEE Access
Published 2026-07-10

Unbalanced Expansion of Engineering Education in India: A Data-Driven Policy Analysis

An integrated computational policy-analysis framework combining System Dynamics, Structural Causal Models, and Agent-Based Modeling to evaluate the long-term consequences of engineering education expansion in India. Demonstrates that quality-focused policies consistently outperform seat-capacity regulation for graduate employability.

Research-Grade Projects

S.C.A.L.E

Integrated computational policy-analysis framework studying long-term consequences of engineering education expansion in India. Combines System Dynamics, Structural Causal Models, and Agent-Based Modeling. Published in IEEE Access.

PythonNumPyPandasMatplotlib

AgeOfEmpire

Research-grade benchmarking framework evaluating 35+ pathfinding algorithms across game-realistic environments, paired with an RTS game validating top algorithms in live gameplay.

PythonPygameheapq

APE

Research-driven adaptive recommendation engine for personalized education using psychometric modeling, educational ontologies, and explainable Bayesian updating.

PythonPyroPyMCStan

AeroWeight

Intelligent orchestration engine routing computational workloads across multiple cloud providers by modeling data gravity with predictive analytics and reinforcement learning.

PythonGoPyTorchRay RLlib
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