2020
PhD · Mechanical Engineering
IIT Madras
Advances in Stochastic Finite Element Method for Forward Uncertainty Quantification.
EXPERIENCE
Engineering depth.
AI delivery.
A career connecting mechanical design, computational science, production software, and scientific machine learning.
2022 — PRESENT · OAKVILLE, CANADA
Siemens Energy
Scientific ML and engineering AI for energy and advanced manufacturing.
May 2026 — Present
Solution Architect
AI architecture for engineering applications, including diffusion-based generative design of turbine blades in spectral representations.
April 2024 — April 2026
Senior Professional — Artificial Intelligence R&D
Neural operator digital twins for grid assets, Neural ODE models for wind-turbine manufacturing quality, and NASGRO-constrained fatigue crack-growth models.
September 2022 — April 2024
Probabilistic Modelling Specialist
Cross-organisational AI initiatives, scientific ML practices and technical mentorship. Developed data-driven robotic control for casting manufacturing.
$309K
Equipment qualification cost reduction
$75K
Annual waste reduction
Casting robotic-control outcomes reported in résumé.
Siemens Energy Passion for Energy Awards · 2025
Winner, North America — Simplify category.
Runner-up, Europe — Innovation of the Year category.
Bank of America
Application Programmer
Scalable REST APIs and Angular ETL applications for financial data processing, with Kubernetes orchestration using OpenShift.
Nobul
Data Scientist
End-to-end machine-learning pipelines on GCP for customer-intent prediction using BERT and ensemble methods.
IIT Madras
PhD Researcher — Stochastic Computational Mechanics & Scientific ML
Stochastic finite element methods, Bayesian inference and neural-network surrogates. Published 10+ research papers and mentored three graduate students. Exchange research at the University of Luxembourg, April–July 2019.
Indian Space Research Organisation
Mechanical Engineer
Mechanical design and CATIA modelling for reusable launch-vehicle and GSLV structures, including parametric modelling for casting mockups.
EDUCATION
A multidisciplinary foundation.
2011
MSc · Aerospace Engineering
Delft University of Technology
Space Systems Engineering & Aerostructures. Thesis: Design of a MEMS micro-resistojet.
2008
BTech · Mechanical Engineering
Cochin University of Science and Technology
Mechanical engineering.
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