Dipayan Banik

I'm a

Education

B.S. in Computer Science

December 2021

Tennessee Technological University, Cookeville, TN

  • Concentration in Data Science.
  • GPA: 3.91 / 4.00.
  • Dean's List, multiple semesters.

Edexcel IGCSE A Levels

June 2017

Bangladesh International Tutorial, Dhaka, Bangladesh

Edexcel IGCSE O Levels

June 2015

Bangladesh International Tutorial, Dhaka, Bangladesh

Experience

Engineer I & Engineer II

Engineer I: May 2022 - March 2024; Engineer II: March 2024 - Present

Danovo Energy Solutions (A Quanta Services Company), Raleigh, NC

  • Designed and built a FastAPI microservice architecture to parallelize PSSE/PSCAD simulation workflows, pairing it with a TypeScript dashboard that enabled engineers to compare time-series results side by side.
  • Implemented channel classification and scoring logic to identify point-of-interconnection measurements from hundreds of raw simulation signals, reducing manual review effort during model analysis.
  • Produced GIS analysis, cartographic deliverables, and power-flow models for utility and data-center interconnection studies, supporting planning decisions with traceable technical outputs.
  • Developed Oracle APEX applications with PL/SQL procedures and database triggers to automate cross-functional engineering workflows and improve data consistency across teams.

Engineering Co-op

August 2020 - December 2020; May 2021 - August 2021

Adtran, Huntsville, AL

  • Built automated pytest coverage and executed smoke tests for the TA5000 switch module, validating Jira stories before release and strengthening regression confidence.
  • Migrated and modernized TA5k-fttp packages from Perforce to GitHub, streamlining developer workflows and reducing package pull time by roughly 50%.

Software Engineering Intern

June 2020 - August 2020

Clayton Homes, Maryville, TN

  • Built and automated a quoting interface for Clayton Retailer Unit using AngularJS, ASP.NET MVC, and .NET, improving the consistency of quote generation for retail workflows.
  • Contributed to feature development, testing, and deployment coordination through Git, Jira, TeamCity, and Octopus Deploy, supporting a structured CI/CD release process.

Front End Developer

June 2019 - August 2019

Center for Energy Systems Research, Cookeville, TN

  • Enhanced a live industrial monitoring dashboard for Oak Ridge National Laboratory's MIMIR tool using Chart.js and jQuery, improving visibility into equipment performance data.
  • Implemented frontend data-visualization updates to present efficiency metrics and real-time operating behavior, helping users interpret industrial equipment status more quickly.
  • Built an Arduino and Raspberry Pi simulation workflow to stream representative equipment variables into the dashboard, enabling test scenarios without relying on live industrial hardware.

Undergraduate Teaching Assistant

August 2018 - April 2020

Department of Computer Science, Tennessee Technological University, Cookeville, TN

  • Supported introductory programming and data-structures courses by assisting with C++ labs, quizzes, and assignments, helping students translate core concepts into working code.
  • Mentored 30+ students per semester during lab sessions, debugging C++ programs and reinforcing software fundamentals through hands-on guidance.

Research

My research interests include empirical software engineering, LLM agents in software development, automated code review, pull-request analysis, software maintenance and breaking-change analysis, and applied data science for power systems.

Conference Papers

Accepted

All Smoke, No Alarm: Oracle Signals in Agent-Authored Test Code

Dipayan Banik, Kowshik Chowdhury, Shazibul Islam Shamim

IEEE International Conference on Artificial Intelligence Testing (AITest 2026, Main Track)

Breaking the Dependency Chaos: A Constraint-Driven Python Dependency Resolution Strategy with Selective LLM Imputation

Kowshik Chowdhury, Dipayan Banik, Shazibul Islam Shamim

ACM International Conference on Foundations of Software Engineering (FSE 2026, FSE-AIWare Joint Competition Track)

From Industry Claims to Empirical Reality: An Empirical Study of Code Review Agents in Pull Requests

Kowshik Chowdhury, Dipayan Banik, K M Ferdous, Shazibul Islam Shamim

IEEE/ACM International Conference on Mining Software Repositories (MSR 2026, Mining Challenge Track)

Safer Builders, Risky Maintainers: A Comparative Study of Breaking Changes in Human vs Agentic PRs

K M Ferdous, Dipayan Banik, Kowshik Chowdhury, Shazibul Islam Shamim

IEEE/ACM International Conference on Mining Software Repositories (MSR 2026, Mining Challenge Track)

Distinguished Mining Challenge Best Presentation Award

PIRP: A Probabilistic Tool for Long-Term Integrated Resource Planning of Power Systems

Salman Nazir, Hisham Othman, Khoi Vu, Shiyuan Wang, Dipayan Banik, Atri Bera, Cody Newlun, Andrew Benson, Jim Ellison

IEEE Electrical Energy Storage Application and Technologies (EESAT 2022)

Under Review

AI-assisted Validation of Inverter-based Resource Dynamic Models: The AIMS Model Quality Testing Framework

Dipayan Banik, Shirin Massoumi, Zach Mooneyhan, Sridhar Bala Subramanian

CIGRE USNC Grid of the Future Symposium (GOTF 2026, Technical Track)

Workshop Papers

Accepted

Trust but Verify? Uncovering the Security Debt of Autonomous Coding Agents

A H M Nazmus Sakib, Dipayan Banik, Murtuza Jadliwala

ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2026, AgenticSE Workshop)

Under Review

No papers listed here yet.

Posters

Lake Storage Observation by Citizen and Satellite

Debolina Halder Lina, Dipayan Banik

Proceedings of Student Research and Creative Inquiry Vol. 4 (2020)

Best Poster Award Winner (Graduate Student Category)

A Case Study in Digit Recognition

Dipayan Banik, Shataydrian Marshall, Tony Tai, Scout Doran

Proceedings of Student Research and Creative Inquiry Vol. 5 (2021)

Services

  • Reviewer - IEEE PES Grid Edge Technologies 2027
  • Professional Member - Association of Computer Machinery (ACM)
  • Treasurer - Bangladesh Student Association at Tennessee Tech, July 2020 - May 2021
  • Student Volunteer - InfoSec Conference Nashville 2021

CV

My academic CV includes publications, research interests, professional experience, teaching, awards, technical skills, and references.

Contact

Location

San Antonio, TX