Aheer Sravon

About

I am a graduate from the department of Industrial and Production Engineering in Bangladesh University of Engineering and Technology. I am interested in developing reinforcement learning policy to solve for stochastic optimization problems and developing tractable surrogate models to non-convex optimization problems. I've started my PhD in Industrial Engineering at Iowa State University from Fall'26.

News

Dec 2025 Behavior of RL agents when tasked with setting price under demand shock [DOI]

Nov 2025 Var-DRO, adaptive sample-level DRO framework that assigns personalized robustness budgets based on variance for enhanced neural network generalization under distribution shifts.

Dec 2024 Fraud detection with Graph Neural Network [DOI]

Education

Iowa State UniversityFall'26

PhD Student

Bangladesh University of Engineering and TechnologyFeb. 2020 - Mar. 2025

B.S. in Industrial and Production Engineering

Munsi Manik Mia Degree College2017 - 2019

Higher School Certificate

Publications

2025

How Market Volatility Shapes Algorithmic Collusion: A Comparative Analysis of Learning-Based Pricing Algorithms

Aheer Sravon, Devdyuti Mazumder, MD. Ibrahim

Under Review

Paper Code

2025

Adaptive Sample-Level Framework Motivated by Distributionally Robust Optimization with Variance-Based Radius Assignment for Enhanced Neural Network Generalization Under Distribution Shift

Aheer Sravon, Devdyuti Mazumder, MD. Ibrahim

IEOM 2025

Paper Code

2024

Fraud Detection: A graph theoretical approach using Graph Neural Network

Aheer Sravon, Dr. Ferdous Sarwar

IEOM 2024

Paper Code

***( * indicates equal contribution )***

Projects

Selected

Churn Analysis
EDA on Churn Analysis Data with R, RStudio, & Quarto

Conway's Game of Life
Implementation of Conway's Game of Life with Next.js

Vitæ

Full CV in PDF.

Bangladesh University of Engineering and Technology Feb. 2020

B.Sc. (Engg) in Industrial and Production Engineering
Started undergrad in the department of IPE
British American Tobacco, Bangladesh Jul. 2023

Industrial vist
Visited BATB
Akij Textile Mills Ltd. June. 2024 - July. 2024

Industrial attachment
Completed industrial attachment from ATML
Bangladesh Industrial Technical Assitant Centre - BITAC Nov. 2024

Industrial vist
Visited BITAC
American International University - Bangladesh Dec. 21 2024

Conference
Fraud Detection: A GNN Approach - Conference
Bangladesh University of Engineering and Technology Mar. 2025

B.Sc. (Engg) in Industrial and Production Engineering
Graduated!!