iiinova — where your digital self keeps evolving

Deb Sahu @debashishsahu.com · 08/08/2026

Is this a drone footage? No! It a #DigitalTwin of Hickorywood park, a 3D world reconstructed by using #GaussianSplats using some fancy #AI technologies developed in collaboration with @earthbytelab.bsky.social It's now a world with colliders that one can walk through like a video game.

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Deb Sahu @debashishsahu.com · 26/07/2026

The most useful AI thing (if you have a Trader Joe’s nearby) I have seen in a while: github.com/SGShuman/tjs...

github.com

GitHub - SGShuman/tjs-meal-planner

Contribute to SGShuman/tjs-meal-planner development by creating an account on GitHub.

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Deb Sahu @debashishsahu.com · 29/06/2026

One of the reasons I cancelled my Oura membership is the cloud dependency, someone deciphered the BLE protocol: github.com/Th0rgal/open... My past weekend project: based on this protocol, I was able to build a macOS app that does data ingestion locally from my Oura ring... on to some ML training!

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Reposted by Deb Sahu

Magnetic Resonance News @nmr900.bsky.social · 05/06/2026

Anthropic (June 5, 2026) Claude vs. ChemDraw and MestReNova on NMR prediction and structure elucidation www.anthropic.com/research/mak... #NMRchat 🧲

anthropic.com

Making Claude a chemist

Anthropic is an AI safety and research company that's working to build reliable, interpretable, and steerable AI systems.

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Deb Sahu @debashishsahu.com · 30/05/2026

Two weeks of math optimization & 10min 360 camera drone footage orbiting my house: an amazing “Gaussian Splat” of my house! Unfortunately I won’t be sharing the ply file to play with for privacy reasons, but definite progress. Now will add LiDAR data, remove sky from input & look for improvement.

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Deb Sahu @debashishsahu.com · 18/05/2026

TLDR - Python is great for prototyping the math for validation. Move to go/c/c++/rust to speed up real-time on-the-fly calculations. All these can be encapsulated as binaries that can use Python as a wrapper.

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Deb Sahu @debashishsahu.com · 18/05/2026

I read a bunch of papers on a math calculation for one of my sensors, loved to combine all of them. Claude systematically combined in python (in 5 days) after breaking down the problems into smaller chunks. Then we spent 8 hours rewriting the implementation in rust & used gpu cores to speed up 20x!

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Deb Sahu @debashishsahu.com · 12/05/2026

Built a fully-local OpenClaw AI assistant available on WhatsApp using CachyOS (Linux) box w/ an old GTX 1070 Ti (Pascal, Vulkan). Orchestration Stack: - Gemma 4 E4B for chat+vision+STT - Piper for TTS - DreamShaper 8 for image gen Voice-in/voice-out, photo descriptions, image gen: zero cloud calls.

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Deb Sahu @debashishsahu.com · 10/05/2026

Someone mentioned two words “Gaussian Splat” on Friday and I went into a deep rabbit hole into this wonderful technology. Went through a bunch of papers, math/reconstruction and free open source programs. Going to try some point cloud reconstruction soon.

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Deb Sahu @debashishsahu.com · 06/05/2026

Yay more compute = more work done

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Deb Sahu @debashishsahu.com · 05/05/2026

Bambu Labs that everyone was warning about. They are pure evil, I hope Pawel fights back. www.youtube.com/watch?v=jIbp...

youtube.com

Bambu labs sends legal threat to orcaslicer dev over use of AGPL code 🤦

YouTube video by Louis Rossmann

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Deb Sahu @debashishsahu.com · 01/05/2026

Why this exists: moving MQTT into Postgres has two off-the-shelf paths, and both have tradeoffs. EMQX bundles a rule engine with DB sinks but couples ingest to the broker hot path and now carries BSL licensing risk. Telegraf and NiFi work but offer little control over backpressure.

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Deb Sahu @debashishsahu.com · 23/04/2026

Qwen 3.6 27B (tiny model) beats opus 4.5 and can run locally on a 64GB MacBook Pro - excellent for agentic coding tasks. I’m genuinely impressed for its size huggingface.co/unsloth/Qwen...

huggingface.co

unsloth/Qwen3.6-27B-MLX-8bit · Hugging Face

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

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Reposted by Deb Sahu

Magnetic Resonance News @nmr900.bsky.social · 16/03/2026

Nuclear Magnetic Resonance (NMR) Director, The University of Colorado Boulder, Colorado jobs.colorado.edu/jobs/JobDeta... #NMRjobs #NMRchat 🧲

jobs.colorado.edu

Nuclear Magnetic Resonance (NMR) Director

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Deb Sahu @debashishsahu.com · 15/02/2026

I asked bunch of LLM: Should I walk or drive to wash my car at the car wash that is only 100m away from my house?

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Deb Sahu @debashishsahu.com · 12/01/2026

Visited Toronto for the first time, 540 miles #EV round trip on my #Mach-E, solely relying on #Tesla #supercharging #network, averaging about $0.21/mile - not bad at all for winter driving.

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Deb Sahu @debashishsahu.com · 18/12/2025

PSA for NMR labs: If #Bruker #TopShim suddenly dies with "std::bad_alloc" after upgrading to #RHEL 9 or #AlmaLinux 9, your spectrometer is fine. Red Hat broke it for you.

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Reposted by Deb Sahu

Magnetic Resonance News @nmr900.bsky.social · 09/12/2025

Iowa State University is seeking a Biomolecular NMR Facility Manager to support the operation, maintenance, and research activities of its high-field NMR instrumentation isu.wd1.myworkdayjobs.com/IowaStateJob... #NMrjobs #NMRchat 🧲

isu.wd1.myworkdayjobs.com

Biomolecular NMR Facility Manager

Position Title: Biomolecular NMR Facility Manager Job Group: Professional & Scientific Required Minimum Qualifications: Bachelor’s degree and 5 years of related experience Preferred Qualifications...

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Reposted by Deb Sahu

Sasmita Sahoo, PhD 🌏🛰️ @sasgeo.bsky.social · 02/12/2025

After 4 years, the brushes are finally out again. Painting on a 4x4 ft giant canvas, with tiny hands adding their magic along the way 🎨 Canvas made by @debashishsahu.com #abstractart #tinyartist #canvasyvibes #modernart #acrylicpainting

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Deb Sahu @debashishsahu.com · 27/11/2025

Today I decided to enable Nextcloud Office on my Nextcloud instance - WITHOUT HELP FROM AI!!! Let me tell you, it took me 2+ hrs to figure it out after reading documents and dealing with SSL issues on Cloudflare. Now it’s all set up, it will replace Office 365 in a heartbeat!

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Deb Sahu @debashishsahu.com · 25/11/2025

Released espidf-nats v1.1.0 Now with WebSocket transport support! Connect your ESP32 to NATS servers via ws:// and wss:// - perfect for networks where raw TCP isn't available. components.espressif.com/components/d... #ESP32 #IoT #NATS #embedded

components.espressif.com

debsahu/espidf-nats • v1.1.0 • ESP Component Registry

Detail of component debsahu/espidf-nats - 1.1.0

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Deb Sahu @debashishsahu.com · 25/11/2025

Just released espidf-nats - a production-ready NATS client for ESP32! Started with daed's barebones arduino-nats port and pair-programmed with Claude to transform it into a full-featured library. github.com/debsahu/espidf-nats

github.com

GitHub - debsahu/espidf-nats: A shallow port of arduino-nats to the ESP-IDF framework

A shallow port of arduino-nats to the ESP-IDF framework - debsahu/espidf-nats

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Deb Sahu @debashishsahu.com · 15/11/2025

Finally ditched the Google Coral and tried openvino on my frigate with yolov9. I’m very impressed at the ability to do #ai #objectdetection on cpu/gpu rather than specialized hardware at similar inference speeds.

docs.frigate.video

Object Detectors | Frigate

Frigate supports multiple different detectors that work on different types of hardware:

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Deb Sahu @debashishsahu.com · 01/11/2025

Designed & 3D printing a NAS case for my zimaboard2+2x 26TB. This is going to be offsite backup for my NAS backup. Finally going to complete the 3-2-1 backup strategy!

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Deb Sahu @debashishsahu.com · 09/10/2025

Just gave my "Leveraging Agentic AI Tools to 10x Startup Development Speed" talk at local meetup! 🔥 Shared how a biophysicist built full-stack IoT product in a few months using Agentic AI tools. Huge $ savings, 0 traditional coding background. The future is here - domain experts can now BUILD. 🚀

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Deb Sahu @debashishsahu.com · 02/10/2025

Just installed Michelin CrossClimate 2 tires and WOW. The difference is immediately noticeable. These aren’t just all-season tires - they’re true all-weather with 3-peak mountain snowflake certification.

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Deb Sahu @debashishsahu.com · 02/10/2025

Ford Mach-E #EV tire update! My factory Michelin Primacy tires just hit 47k miles - only 8k shy of their 55k rating. Honestly really impressed with how they held up. Time for an upgrade though!

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Deb Sahu @debashishsahu.com · 30/08/2025

Here’s the video: we talked about Agentic AI as a force multiplier for our startup.

youtu.be

081225 Ajay Behl Cogent Social Dr. Debashish Sahu

YouTube video by Ajay Behl

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Deb Sahu @debashishsahu.com · 14/08/2025

🚀 Built a surprisingly effective RAG chatbot using the simplest approach possible: tiny LLMs + JSON embeddings. No vector databases required. Thread 🧵

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Deb Sahu @debashishsahu.com · 07/08/2025

Interesting that all this hype about ChatGPT 5 going to beat all SWE benchmarks, all they did was almost match Anthropic models! Anyways will try to give it actuals tasks through GitHub Copilot later tonight as all APIs are so slow now.

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Deb Sahu @debashishsahu.com · 03/08/2025

Yay Mach-e updates rolling in over the last few weeks!

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Deb Sahu @debashishsahu.com · 03/08/2025

I was fighting Google Assistant (GA) to communicate with my self hosted @home-assistant.io It was working until yesterday…. it turns out @cloudflare.social bot fighting mode was blocking legitimate GA POST requests! Again I could not have figured it out unless Claude told me what to look for.

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