Education
2020 – 2024
PhD Computational Chemistry
Wageningen University & Research, Netherlands
2019 – 2020
MSc Computational Materials Science
Sorbonne Université, France
2015 – 2020
BS-MS Chemistry & Physics
IISER Pune, India
Research Experience
Oct 2025 – Present
Postdoctoral Researcher
Wageningen University & Research
- Identified strategies to improve CO2 hydrogenation over Ce6O12/Cu-based catalysts
- Used machine-learned potentials (MLPs) in designing catalysts for CO2 hydrogenation to methanol
- Created an NLP/LLM-based workflow to automate the slab generation from bulk
Oct 2020 – Sep 2025
Doctoral Researcher
Wageningen University & Research
- Applied multiscale modeling methodology (DFT, microkinetic modeling, AIMD) to optimize catalytic activity of transition metal carbides (TMCs) for biomass conversion under operando conditions
- Identified interpretable descriptors of catalytic activity in TMCs using machine learning
- Fine-tuned MACE and fairchem MLPs for accelerating AIMD simulations of Mo2C-based catalysts
- Collaborated on experimental projects: mechano-catalytic plastic degradation, RWGS catalysis over a single Cu atom, methane coupling using porous materials (ZSM-5/MFI), electrochemical bromination of methyl levulinate
May 2019 – May 2020
Master's Thesis Intern
Sorbonne Université, France
- Established state-of-the-art QMC methodology to quantify magnetic properties of carbon-based materials. Further showed that these results could be reproduced using a low-level DFT+U calculations
- Demonstrated the narrowest zigzag graphene nanoribbons (zGNRs) as correlated quasi-1D systems with AFM spin ordering (possibly at room temperature). Useful for spintronic device applications
- Quantified bandgaps and magnetic properties of zGNRs via DFT methods (GGA, mGGA, hybrids)
May 2018 – Jul 2018
Research Intern
Indian Institute of Science, India
- Demonstrated isonitrile coupling mediated by allenic diborenes as an alternative to transition metals (DFT)
Skills
DFT
VASP, Quantum ESPRESSO, ASE, GAUSSIAN
QMC
VMC, DMC, LRDMC
AIMD
VASP, CP2K, PLUMED
Code
Python, bash, MATLAB, LaTeX
ML
scikit-learn, MACE, fair-chem, SISSO
Tools
Git, HPC, Linux, Blender, VMD
Grants & Scholarships
2020 – 2025
Dutch Research Council HPC grants (12.5mil CPU/50k GPU hrs) - equiv. 200k Euros
2019 – 2020
Erasmus+ Fellowship (M2), France - 10k Euros
2015 – 2020
Innovation in Science Pursuit for Inspired Research (INSPIRE) Scholarship, India - 400k INRs
2013 – 2015
National Talent Search Examination (NTSE) Scholarship, India - 30k INRs
Languages
EnglishProfessional
HindiNative
DutchA2
FrenchA1