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Experience

A journey from tool & die making through additive manufacturing to wearable AI

Aug 2021 – PresentColorado, USA

PhD Candidate, Mechanical Engineering

University of Colorado Boulder

Stretchable electronics, wearable AI, FEA-based design. Advisor: Prof. Jianliang Xiao.

Jun 2025 – Aug 2025Colorado, USA

PhD Intern, R&D

Kelvin Thermal Technologies

Samsung TGP durability testing. Custom HMI, 700k+ cycle validation, electromechanical fixture design.

Mar 2018 – Jun 2021Singapore

Research Assistant

SUTD-MIT International Design Centre

Bio-composites, 4D printing, hygroscopic smart textiles, compliant mechanisms. Mentored 3 students.

Nov 2016 – Dec 2017Singapore

Mechanical Engineer, R&D

Alstern Technologies Singapore

Valve insertion machines, FEA/CFD optimization, DFA/DFM, ASME standards compliance.

Aug 2015 – Nov 2016Singapore

M.Sc. Smart Product Design + Graduate RA

Nanyang Technological University

3D-printed cellular architectures (honeycomb, Kagome, lattice). Mechanical characterization.

2012 – 2015Chennai, India

B.Eng. Mechanical Engineering

Anna University

GPA: 8.3/10. Foundation in mechanical design, thermodynamics, and manufacturing.

2008 – 2011Chennai, India

Diploma, Mechanical Engineering (Tool & Die)

Murugappa Polytechnic College

Hands-on training in machining, press tools, die design. Internships at Elta Tools, Brakes India, Delphi TVS.

Technical Skills

Machine Learning & AI

PyTorchTensorFlowCNN/RNN/AttentionMulti-Task LearningReal-Time InferenceSensor Fusion

Simulation & FEA

ABAQUS (Advanced)COMSOLHyperelastic ModelingContact MechanicsCFD

CAD & Design

SolidWorksRhino/GrasshopperSiemens NXAutoCADAltium (PCB)

Hardware & Embedded

ArduinoRaspberry PiBluetooth LEReal-Time DAQNextion HMI

Product Engineering

DFA/DFMRapid Prototyping3D PrintingHuman FactorsGD&T (ASME Y14.5)

Programming

PythonMATLABC/ArduinoData VisualizationSignal Processing

Leadership & Mentoring

Student Mentoring

Mentored 3 undergraduate and master's students at SUTD-MIT IDC on 4D printing and bio-composite research projects, guiding them from experimental design to publication.

Cross-Institutional Collaboration

Led FEA contributions across international teams (KAIST, SEU, CU Boulder), coordinating computational mechanics work for multi-author publications in Science Advances and Nexus.

Clinical Translation

Initiated partnerships with Quorum Prosthetics and RockyTech for IRB-approved patient testing of the PKIS system with transtibial and transfemoral amputees.

Teaching & Outreach

Graduate teaching assistant for mechanical design courses. Delivered lab sessions on FEA, 3D printing, and mechanical testing to classes of 30+ students.

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Collaborators & Institutions

Xiao Lab

CU Boulder

Jeong Lab

KAIST

Zhao Lab

SEU

SUTD-MIT IDC

Singapore

Quorum Prosthetics

Colorado

RockyTech

Colorado

Kelvin Thermal

Colorado

IIT Jammu

India