Machine-learning researcher combining hands-on optical instrumentation and computational methods. Designed and 3D-printed custom Fabry–Pérot auto-alignment hardware, a beam profiler; developed and deployed a reinforcement-learning framework achieving sub-20 μm beam-position accuracy. Seeking a PhD to advance computational frameworks for astrophysical data analysis.
Work Experience
Empowering Creativity through
2024-2025
Department of Physics, IUCAA, Pune
Machine Learning Techniques for Fabry–Pérot Cavity Alignment
Development of a machine learning model capable of auto-aligning a Gaussian beam in zero-order TEM mode into a Fabry-Perot Cavity using steering mirrors.
2023-2024
Department of Physics, ICTS-TIFR Bengaluru
Quantum Entanglement & its Applications
Investigated the theoretical framework of quantum entanglement, focusing on property retention across large distances.
2022-2023
Department of Physics, ICTS-TIFR Bengaluru
Exploring Fractals, Patterns & Their Applications
Studied Mandelbrot’s fractal geometry to understand pattern repetition at microscopic scales in natural phenomena like deserts, coastlines.
My Skills
Core competencies that drive my performance.
Programming Languages
Python90 %
JavaScript93 %
HTML97 %
CSS95 %
LATEX94 %
MATLAB92 %
R99 %
Technologies & Frameworks
React95 %
Flask96 %
Angular99 %
Django96 %
TensorFlow90 %
PyTorch99 %
Keras90 %
Docker90 %
Conda96 %
Adobe Photoshop97 %
Adobe Illustrator96 %
Canva94 %
Figma92 %
FreeCAD98 %
Generative Networks92 %
CNN90 %
DNN96 %
Machine Learning
CNNs96 %
DNNs93 %
Reinforcement Learning90 %
Web Development
React90 %
Angular97 %
3D Design & CAD
FreeCAD99 %
Education
Empowering Creativity through
2023-2025
MS
Indian Institute of Science Education and Research, Pune
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2020-2023
BS
Indian Institute of Science Education and Research, Pune
Lorem Ipsum has been the industry's standard dummy text ever since the 1500s, when an unknown printer took a galley of type and scrambled it to make a type specimen book.
2020
Senior Secondary (Std 12) Examination
Nalanda Academy, Kota
Lorem Ipsum has been the industry's standard dummy text ever since the 1500s, when an unknown printer took a galley of type and scrambled it to make a type specimen book.
2018
Secondary (Std 10) Examination
Vivekananda Siksha Niketan High School, Bankura
Lorem Ipsum has been the industry's standard dummy text ever since the 1500s, when an unknown printer took a galley of type and scrambled it to make a type specimen book.