Vanya K
Machine Learning Engineer at Adobe
Sunnyvale, California, United States
Summary
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Rockstar🎓
Top SchoolVanya K is a Machine Learning Engineer with seven years of experience building production-grade NLP and multimodal systems, currently working on Adobe GenStudio in Sunnyvale. Their background spans research and industry—ranging from NLP research at ByteDance where they boosted text-correction performance and slashed inference latency, to ICML/NeurIPS-adjacent work at IBM on neuro-symbolic explanations for GNNs. Vanya holds an NLP/ML master’s from Carnegie Mellon and a high-achieving BTech from IIT Madras, blending rigorous academic foundations with practical deployment experience. They’ve shipped scalable language-model services, created billion-scale synthetic corpora, and converted internal models to standard Hugging Face formats to improve accessibility. Comfortable crossing research and engineering boundaries, Vanya also taught multimodal ML courses and has a track record of improving real-world products through targeted data and model engineering.
7 years of coding experience
2 years of employment as a software developer
Indian Institute of Technology MadrasMaster's degree, NLP/ML, Master's degree, NLP/ML at Carnegie Mellon University
Github Skills (19)
chainer9
text-to-speech9
speech-synthesis9
speech9
speech-to-text8
kaldi8
voice-conversion8
speech-enhancement8
pytorch8
machine-translation8
speaker-diarization8
speech-processing8
deep-learning7
speech-recognition7
google-chrome-extension5
Programming languages (4)
Github contributions (5)
PurplePixie-Mpk/bloomtree-GPU-Implementation
Jul 2020 - May 2021
Contributions:1 PR, 6 pushes in 10 months
VanyaBK/vanyabk.github.io
Mar 2023 - Sep 2024
Contributions:12 pushes in 1 year 6 months
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