Hello, I'm

Abhishek Subedi

Thermal Modeling Engineer

Experimental Fluid Mechanics · Supersonic Imaging Thermal Modeling · CFD Battery Thermal Mgmt · EV Ansys Fluent · MATLAB SolidWorks · CSWA PIV · Schlieren · LabVIEW Python · Data Analysis Numerical Methods · Heat Transfer
Abhishek Subedi
Open to Work

About Me

I'm a Mechanical Engineering graduate student at the University of Toledo (M.S., expected May 2027; GPA 4.0/4.0), specializing in thermal-fluid systems, CFD simulation, and experimental diagnostics. My work spans EV battery thermal management, high-speed experimental fluid mechanics, and mechanical design: backed by formal coursework in Computational Fluid Dynamics, Heat Transfer, and Numerical Methods.

My current MS research investigates drag coefficients of particles in particle-laden supersonic flow, using Schlieren imaging for shock visualization and PIV/PTV for quantitative velocity-field measurement. I develop custom Python and MATLAB pipelines to process multi-modal experimental datasets from acquisition through drag-coefficient extraction: the same data-driven workflow that directly applies to model calibration and thermal parameter extraction in battery abuse testing.

For my final-year bachelor's capstone at Kathmandu University, I built multi-physics CFD models in Ansys Fluent to evaluate active liquid cooling strategies for Li-ion battery packs. I parametrically varied coolant concentration, flow configuration, and channel geometry to quantify effects on temperature distribution, thermal gradients, and peak cell temperatures: findings directly relevant to thermal runaway risk assessment in next-generation EV battery architectures.

Earlier, I modeled a hydrogen fuel cell powertrain retrofit (Maruti 800) that led to a peer-reviewed publication in IOP Conference Series (2023), and fabricated a flywheel-based regenerative braking system from concept through working prototype. As Team Leader for Shell Eco-Marathon Asia 2022 (Team Junkiri), I led SolidWorks chassis modeling and managed international competition logistics in Indonesia.

I'm based in Toledo, OH, graduating May 2027, and open to relocation: particularly for opportunities in battery thermal management, EV systems, and thermal/fluid engineering R&D.

4.0 MS GPA
1 Publication
8+ Projects
Outstanding TA
Toledo, OH · Open to Relocation
University of Toledo
Graduating May 2027
CFD · Heat Transfer · Num. Methods

Experience

Graduate Research & Teaching Assistant

University of Toledo · Toledo, OH

Jan 2025 to Present

Research

  • Experimentally characterizing drag coefficients of particles in particle-laden supersonic flow using Schlieren imaging and PIV/PTV; processing multi-modal optical datasets through custom MATLAB and Python pipelines from raw acquisition through drag-coefficient and velocity-field extraction, with iterative corrections improving measurement accuracy and reliability.
  • Designed and deployed instrumentation, flow-conditioning hardware, and data-acquisition systems for the supersonic flow facility; developed control logic with safety interlocks and delivered a complete CAD drawing package and engineering documentation, enabling repeatable experimental campaigns.

Teaching: Outstanding TA Award, College of Engineering, Spring 2026

  • Heat Transfer Laboratory: supervised convection, conduction, and radiation experiments; reinforced theoretical heat transfer principles and ensured safe equipment operation.
  • Fluid Mechanics Laboratory: guided experimental setups, data acquisition, and analysis; evaluated lab reports.
  • Thermodynamics: assisted course instruction, held office hours, and supported grading for undergraduate sections.
Ansys Fluent MATLAB Python LabVIEW PIV Schlieren Imaging Heat Transfer

Associate Engineer

Mahavir Shree International Pvt. Ltd. · Kathmandu, Nepal

Apr 2024 to Aug 2024
  • Led mechanical systems design, relocation, and installation of baggage handling systems at TIA Domestic Terminal using SolidWorks and AutoCAD for 3D modeling and engineering drawings; coordinated vendors and managed upgrades to ensure on-time completion, improved reliability, and reduced waiting time for incoming passengers.
  • Managed preventive and corrective maintenance program for Rosenbauer Panther 6×6 ARFF fire vehicles, maintaining full fleet availability and OEM compliance across all service intervals.
Mechanical Systems Vendor Coordination Technical Documentation

Engineering Intern

Sipradi Trading Pvt. Ltd. · Lalitpur, Nepal

Jan 2023 to Apr 2023
  • Completed formal OEM training on TATA vehicle engine, transmission, and EV powertrain architecture; applied knowledge to vehicle diagnostics and service documentation.
  • Assisted in reorganizing workflow using NAV software and AutoCAD-based standardized assembly drawings; utilized MATLAB scripts to automate data processing, increasing documentation accuracy and cutting turnaround time in the high-volume service environment.
EV Architecture Vehicle Service Documentation

Research

MS Thesis · Fluids and Imaging Innovation Lab · University of Toledo · 2025–2027

Study of Coefficient of Drag in Particle-Laden Supersonic Flow

Advisor: Dr. Omid Amili · Fluids and Imaging Innovation Lab, University of Toledo

My thesis investigates how particles behave aerodynamically in supersonic gas flows: a problem with direct relevance to solid rocket propulsion, powder deposition, and high-speed particulate transport. I design and execute experiments using Schlieren imaging to visualize shock structures and PIV to map velocity fields around particles in the supersonic stream. The resulting multi-modal datasets are processed through custom MATLAB and Python pipelines from acquisition through drag-coefficient extraction.

I also deployed the instrumentation, flow-conditioning hardware, and data-acquisition systems for the supersonic facility — including control logic with safety interlocks and complete engineering documentation — giving me direct experience with the full design-to-hardware cycle in a research environment. This hands-on instrumentation background directly informs how I approach model validation: I understand the physical measurements that simulation results must be checked against.

All schlieren images shown are from the preliminary characterization phase; fine-tuning of the imaging system is ongoing.

Schlieren Imaging PIV / PTV Supersonic Flow MATLAB Python LabVIEW DAQ & Control Systems
Schlieren image showing shock structure in particle-laden supersonic jet
Particle-laden supersonic jet and shock interaction
Shock diamonds in supersonic flow
Shock diamonds in free supersonic jet
Near-field shock structure at nozzle exit
Near-field shock structure · nozzle exit
Supersonic flow experimental rig at University of Toledo
Supersonic flow experimental facility · University of Toledo

CAD Portfolio

SolidWorks · CSWA Certified · All models built from scratch

V6 Engine Assembly

31 parts · Full engine from air intake to exhaust

31 parts
V6 Engine Assembly full view V6 Engine Assembly detail V6 Engine Assembly cross section V6 Piston Assembly V6 Turbo Housing
Loading…

To enable the 3D viewer, export from SolidWorks:

File → Save As → STL → Binary

Save as assets/models/v6_engine.STL

PTO Gear Box

8 parts · 20T/40T gear pair · SKF 6214-2 bearings

8 parts
PTO Gear Box Assembly PTO Gear Box exploded PTO Gear Box cross section
Loading…

To enable the 3D viewer, export from SolidWorks:

File → Save As → STL → Binary

Save as assets/models/pto_gearbox.STL

F1 Car

Full body + wheels · Color rendered

2 parts
F1 Car ISO view F1 Car opposite ISO F1 Car side view F1 Car front view F1 Car top view
Loading…

To enable the 3D viewer, export from SolidWorks:

File → Save As → STL → Binary

Save as assets/models/f1_car.STL

F-16 Fighting Falcon

~40 parts · Full aircraft with armaments & landing gear

~40 parts
F-16 Trimetric view F-16 Side view F-16 Front view F-16 Top view F-16 Rear trimetric
Loading…

To enable the 3D viewer, export from SolidWorks:

File → Save As → STL → Binary

Save as assets/models/f16_falcon.STL

Undergraduate Projects

Kathmandu University · Department of Mechanical Engineering

🔋
May 2023 Capstone · CFD

Battery Thermal Management (CFD)

Built multi-physics CFD models in Ansys Fluent to compare active liquid cooling strategies for Li-ion battery packs. Parametrically varied coolant concentration, flow configuration, and channel geometry to quantify effects on temperature distribution, thermal gradients, and peak cell temperatures: providing design guidance relevant to thermal runaway risk reduction in EV battery architectures.

Ansys Fluent CFD Thermal Modeling EV Battery Heat Transfer
🚗
May 2022 Published ↗

Hydrogen Fuel Cell Powertrain

Specified and modeled a hydrogen fuel cell powertrain integration for a Maruti 800 chassis: fuel cell stack, balance-of-plant, power electronics, and drivetrain packaging. Performed system-level thermal and safety analysis. Results published as a peer-reviewed paper in IOP Conference Series (2023).

Published Fuel Cell Powertrain Safety Analysis
⚙️
Dec 2020

Regenerative Braking System

Designed and physically fabricated a flywheel-based regenerative braking system at the KU Technical Training Centre. Project covered energy storage analysis, mechanical design, and full fabrication from concept through working prototype: directly relevant to EV energy recovery systems.

Fabrication Energy Systems EV / Hybrid
🔧
Jul 2019

Automatic Pipe Cleaning Crawler

Designed and fabricated a link-and-spring mechanism enabling adaptive radial contact for self-centering navigation within variable-diameter pipelines; modeled components in SolidWorks, selected parts, assembled prototype, and validated performance through mechanical testing. Documented design specifications and test results in technical reports.

Fabrication Mechanism Design SolidWorks

Skills

Thermal & CFD

Ansys Fluent (CFD · Thermal) Conjugate Heat Transfer Multi-physics Simulation Numerical Methods Battery Thermal Modeling Heat Transfer Analysis

Programming & Data

MATLAB Python NumPy · Pandas · SciPy Matplotlib Git / GitHub ML (basics)

CAD & Design

SolidWorks ★ CSWA Assembly Modeling Mechanical Design Drawing Packages Valve System Design

Experimental

Schlieren Imaging Particle Image Velocimetry (PIV) LabVIEW (DAQ & Control) Supersonic Wind Tunnel Instrumentation & DAQ Lab Setup & Validation

Publication

Conference Paper

Y. Shrestha, A. Subedi, M. Sapkota, P. Paudel, N. K. Yadav, and B. S. Thapa, "Assessing the performance of a demonstrative hydrogen fuel cell power train in the chassis of an internal combustion engine vehicle," IOP Conference Series: Materials Science and Engineering, vol. 1279, no. 1, p. 012003, Mar. 2023.

DOI: 10.1088/1757-899X/1279/1/012003

Awards & Certifications

🎓

SolidWorks Associate

Certified SolidWorks Associate in Mechanical Design (CSWA)

May 2023 · Dassault Systèmes

EV Technology Program

Capacity Development Program on EV Technology: power electronics, charging systems, efficiency, and grid integration

May 2023 · Kathmandu University
🐍

Data Science with Python

Supervised & unsupervised ML, regression, classification, clustering, pipeline construction

Apr–Jul 2024 · Broadway Infosys

Leadership

Student leadership and community engagement at Kathmandu University

Vice President

Association of Mechanical Engineering Students (AMES)

Kathmandu University, Dhulikhel, Nepal

May 2020 – Aug 2021

Served as Vice President of the departmental student association, supporting organizational activities, coordinating department events, and representing student interests within the Mechanical Engineering program.

Organizing Member

University Scholar Conference — 1st Edition

Kathmandu University, Dhulikhel, Nepal

2021

Contributed to organizing the inaugural University Scholar Conference at Kathmandu University, coordinating logistics and supporting the execution of the institution's first formal academic conference.

Get in Touch

I'm graduating in May 2027 and open to opportunities in battery thermal management, EV systems, thermal/fluid engineering R&D, and mechanical design. I'm based in Toledo, OH and open to relocation: including Palo Alto, CA.

Whether you have a role in mind, want to discuss research, or just want to connect, I would love to hear from you.