Akash Singh
Techincal Lead - Data Science
Bengaluru, Karnataka, India
Summary
👤
Senior🎓
Top SchoolAkash Singh is a Technical Lead in Data Science based in Bengaluru with 9 years of experience delivering scalable AI systems. He currently leads data science at Paytm, focusing on edge-friendly AI, rapid experimentation, and production-grade ML pipelines. Previously at Saarthi.ai, he built and deployed TTS (single/multi-speaker, multilingual), streaming ASR, and end-to-end NLU pipelines with cloud deployment on Azure and AWS. His work spans model distillation for on-device inference, on-device dialogue policy learning, and speaker recognition with high accuracy, including deployments on Android, iOS, and SBCs to optimize latency and footprint. An advocate for Generative AI, LLMs, and robotics at the intersection of AI and hardware, he enjoys cycling, travel, and philosophy discussions in his spare time.
9 years of coding experience
7 years of employment as a software developer
Institute of Engineering and Technology
Github Skills (152)
transformers10
language-model10
python10
deep-learning10
transformer10
nlp10
llama10
tensorflow10
natural-language-processing10
pytorch10
machine-learning10
bert10
speech-recognition10
jax9
flax9
Programming languages (8)
Github contributions (5)
akashicMarga/candle
May 2024 - Nov 2024
Minimalist ML framework for Rust
Contributions:10 pushes in 6 months
akashicMarga/akashicMarga.github.io
May 2024 - Oct 2024
Contributions:38 pushes, 1 branch in 5 months
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