Ml Research Engineer at the intersection of model training and efficient inference on NPUshttps://bsky.app/profile/ramchalamkr.bsky.socialhttps://bsky.app/profile/ramchalamkr.bsky.social/post/3lz6rrastec2qExcited to announce that our Paper from #Qualcomm Canada has been accepted at #NeurIPS2025 OmniDraft: A Cross-vocabulary, Online Adaptive Drafter for On-device Speculative Decoding. Looking forward to sharing our work at NeurIPS 2025. @neuripsconf.bsky.social Preprint - arxiv.org/abs/2507.0265919 Sep 2025 11:40 +0000at://did:plc:r4suowvgg6zfo3zoeb2xi6if/app.bsky.feed.post/3lz6rrastec2qhttps://bsky.app/profile/ramchalamkr.bsky.social/post/3ld7z47cfru2kThanks everyone for the wonderful and engaging discussions during our poster sessions and live demo of our work - Stepping Forward On The Last Mile. Thank you 😊. https://arxiv.org/html/2411.04036v1 @neuripsconf.bsky.social @qualcomm.bsky.social14 Dec 2024 00:09 +0000at://did:plc:r4suowvgg6zfo3zoeb2xi6if/app.bsky.feed.post/3ld7z47cfru2khttps://bsky.app/profile/ramchalamkr.bsky.social/post/3lcsma4svks27Qualcomm at NeurIPS 2024: Our groundbreaking innovations and cutting-edge advancements in AI. https://www.qualcomm.com/news/onq/2024/12/qualcomm-at-neurips-2024-ai-research-demos-papers If you're attending NeurIPS 2024 in Vancouver, be sure to visit us at Qualcomm's booth #533 and our poster(#6102) on Wednesday - Stepping forward on the last mile.08 Dec 2024 16:14 +0000at://did:plc:r4suowvgg6zfo3zoeb2xi6if/app.bsky.feed.post/3lcsma4svks27https://bsky.app/profile/ramchalamkr.bsky.social/post/3lcnkaasnwk2tOur work at Qualcomm AI research, Qualcomm Canada was accepted at NeurIPS 2024. This work presents on-device training for any network (transformer, convolutional or rnn architecture) using fixed points(quantized) forward gradients (no back-prop). Paper link: https://arxiv.org/html/2411.04036v1 #Neurips202406 Dec 2024 15:55 +0000at://did:plc:r4suowvgg6zfo3zoeb2xi6if/app.bsky.feed.post/3lcnkaasnwk2t