Aditya Soni
Senior Engineer at Marsh McLennan Global Services India Private Limited (MMGS)
Mumbai, Maharashtra, India
Summary
👤
Senior🎓
Top SchoolAditya Soni is a Senior Engineer and third-year Aerospace undergraduate at IIT Bombay with five years of hands-on experience in data science, ML, and audio-focused deep learning. He has built production-ready pipelines and models—from time-series spectral feature extraction and a logistic classifier achieving 98.7% cross-domain accuracy on industrial CNC data to implementing a Demucs-based music source separation model for content recommendation at Jio. At Marsh McLennan he applies this interdisciplinary skill set to real-world engineering problems, blending signal processing, computer vision techniques, and modern DL frameworks like PyTorch. Outside work he drives large-scale music initiatives on campus, having led Symphony to create an e-learning platform and expanded outreach through partnerships with independent artists, revealing a rare blend of technical depth and creative product sensibility.
5 years of coding experience
Indian Institute of Technology Bombay
Github Skills (15)
depth-estimation8
3d-reconstruction5
math5
cpp5
deep-learning5
machine-learning5
mathematics5
computer-vision4
python4
numpy3
nodejs2
tss2
mongodb2
firebase2
segmentation1
Programming languages (3)
Github contributions (5)
quantumcoder121/cpp_utilities
Nov 2021 - Nov 2022
C++ Utilities for math, numpy, ml, dl, etc.
Contributions:20 commits, 1 PR, 20 pushes in 1 year
mathcpppythondeep-learningnumpy
quantumcoder121/backgroundhum
Jun 2021 - Jul 2021
Contributions:76 commits, 75 pushes, 1 branch in 1 month
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