Atul Saurav (@twtAtul) header
Atul Saurav (@twtAtul) profile picture

datageek, karateka, learner, survivor, husband, dad

Richmond, VA
Joined January 2010
Photo by Atul Saurav (@twtAtul)Photo by Atul Saurav (@twtAtul)Photo by Atul Saurav (@twtAtul)Photo by Atul Saurav (@twtAtul)Photo by Atul Saurav (@twtAtul)Photo by Atul Saurav (@twtAtul)Photo by Atul Saurav (@twtAtul)Photo by Atul Saurav (@twtAtul)
Atul Saurav retweeted
Replying to @SadhguruJV
@MFA_China @China_Amb_India @chineseEmbinUS @PRCAmbNepal Please allow us to work there 🙏🏻 we just want to help people
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Replying to @SadhguruJV
@MFA_China @China_Amb_India @ChineseEmbinUS @PRCAmbNepal @PRCAmbNL as a Dutch person from Isha, please let Sadhguru go to the site to help identify the missing people, their loved ones, my people, want to know. 🇳🇱🇧🇪 #Nepal #NepalFloods #FlashFlood #Modderstroom #Nederland
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Atul Saurav retweeted
Replying to @SadhguruJV
@MFA_China @China_Amb_India @ChineseEmbinUS @PRCAmbNepal Humbly requesting you to facilitate this request 🙏
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Atul Saurav retweeted
Replying to @SadhguruJV
@MFA_China @China_Amb_India @ChineseEmbinUS @PRCAmbNepal Request Chinese and Nepal Govts to allow Sadhguru and Isha Volunteers to help in facilitating the rescue operation.🙏
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Replying to @SadhguruJV
Please give permission to Sadhguru and a team of volunteers to proceed from Saga to Gyirong, to help those impacted by the flash flood and support relief efforts in any way possible. 🙏🏽 @MFA_China @China_Amb_India @ChineseEmbinUS @PRCAmbNepal
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Replying to @SadhguruJV
Sincerely requesting permission for Sadhguru and a team of volunteers to proceed from Saga to Gyirong, to help those impacted by the flash flood and support relief efforts in any way possible. 🙏🏽🙏🏽🙏🏽 @MFA_China @China_Amb_India @ChineseEmbinUS @PRCAmbNepal
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Atul Saurav retweeted
Replying to @SadhguruJV
Urgent appeal to the authorities: Pls allow @Sadhguru & a small team of volunteers to reach Gyirong ASAP. Around 80 Isha Foundation pilgrims on the Kailash Yatra are missing. Their families have no info @MFA_China @China_Amb_India @ChineseEmbinUS @PRCAmbNepal @DrSJaishankar
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Replying to @SadhguruJV
We humbly appeal to the administration: please allow Sadhguru & Isha volunteers to travel from Saga to Gyirong to support search efforts & bring closure to families. 🙏 @MFA_China @China_Amb_India @ChineseEmbinUS @PRCAmbNepal @PRCSpoxNepal @IndiainNepal @EOIBeijing
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Atul Saurav retweeted
Replying to @SadhguruJV
Request the authorities to let Isha extend help 🙏 @MFA_China @China_Amb_India @ChineseEmbinUS @PRCAmbNepal
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Atul Saurav retweeted
Replying to @SadhguruJV
@MFA_China @China_Amb_India @ChineseEmbinUS @PRCAmbNepal Appealing to the authorities to allow Sadhguru and Isha volunteers to help at Gyirong. 🙏🙏
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Atul Saurav retweeted
Replying to @SadhguruJV
Urgent request: Please allow Sadhguru and Isha volunteers to support the rescue efforts in Gyirong. @MFA_China @China_Amb_India @ChineseEmbinUS @PRCAmbNepal We understand every effort is being made from your side but this team would be a great resource in these rescue efforts
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Replying to @SadhguruJV
@MFA_China @China_Amb_India @ChineseEmbinUS @PRCAmbNepal Kindly request authorities to allow @SadhguruJV and Isha volunteers to reach the site and help with the ongoing rescue operations.
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Atul Saurav retweeted
Replying to @SadhguruJV
In this difficult hour, we sincerely seek permission for Sadhguru and a team of volunteers to proceed from Saga to Gyirong, to help those impacted by the flash flood and support relief efforts in any way possible. 🙏🏽 @MFA_China @China_Amb_India @ChineseEmbinUS @PRCAmbNepal
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Atul Saurav retweeted
Replying to @SadhguruJV
@MFA_China @China_Amb_India @ChineseEmbinUS @PRCAmbNepal We appeal to the concerned authorities to permit Isha volunteers to take part in rescue and relief efforts for their loved ones. We request your kind consideration on humanitarian grounds.
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Atul Saurav retweeted
Replying to @SadhguruJV
Humbly appealing to @MFA_China @China_Amb_India @ChineseEmbinUS @PRCAmbNepal to kindly facilitate this request. Families of the missing have had no information for quite sometime now. With deep gratitude for all the efforts already underway. 🙏
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Anyone and everyone, please help in any way you are able to and spread the word for request to help🙏🙏
Sadhguru's Appeal to the Authorities & Administration.
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Atul Saurav retweeted
Yes: handwriting still matters. A new study has confirmed that writing by hand activates far more complex and widespread neural networks in the brain than typing, underscoring its importance for learning and memory. Researchers at the Norwegian University of Science and Technology used a high-density EEG cap with 256 electrodes to record brain activity in university students. They found that the intricate, sensory-rich movements involved in handwriting, especially cursive, trigger highly synchronized brain waves across extensive areas of the parietal and central regions. These coordinated patterns are strongly linked to memory formation, cognitive processing, and encoding new information. In contrast, typing, which involves repetitive, simpler finger movements, produced significantly less neural connectivity and engagement. The difference was striking: the brain appears much less active during digital writing. The researchers conclude that the unique motor and sensory experience of holding a pen plays a key role in brain development and learning. As a result, they argue that handwriting instruction should remain a core part of education to support deeper comprehension and cognitive growth in the next generation. [ “Handwriting vs. Typing: A High-Density EEG Study on Brain Connectivity During Learning” — Norwegian University of Science and Technology (published in Frontiers in Psychology, 2025)]
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Just updated the Big LLM Architecture Comparison article... ...it grew quite a bit since the initial version in July 2025, more than doubled! magazine.sebastianraschka.co…
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🚀 New technical example: @cocoindex_io + @DSPyOSS for structured extraction from intake forms This demo shows how to build a fully-typed, incremental ETL pipeline where LLMs act as structured extractors — not monolithic black boxes in production systems. @DSPyOSS provides a Python-first interface for defining model behavior using signatures, modules, and optimizers, replacing ad-hoc prompt engineering with declarative configuration. With @cocoindex_io , we can scale the same logic into a production pipeline with minimal effort. ✨Pipeline breakdown ✨ -> PatientExtractor: a DSPy Module using a ChainOfThought signature -> Output: a Pydantic model, enforced and validated by CocoIndex -> CocoIndex handles ingestion, transformation, and incremental updates with zero custom infra 💡 Why it matters -> No bespoke OCR or regex spaghetti -> Strong typing enforces stable schemas -> Incremental sync means only changed forms are reprocessed -> Clean separation between LLM reasoning (DSPy) and data infrastructure (CocoIndex) ⭐️ Code #OpenSource github.com/cocoindex-io/coco… If you’re building LLM-native data workflows, this is a blueprint. Blog coming soon! #AIInfra #LLMEngineering #DSPy #CocoIndex #ETL
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Is conda repo for @huggingface no longer maintained? Some of these libraries were updated months ago!
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