Harpreet Sahota

Hi. This blog covers physical AI, robotics, computer vision, and autonomous systems. Hope you enjoy and follow on YouTube!

Your Nearest Data Center Joined on Oct 28, 2026 https://employabledatascientist.com/podcast/

Harpreet Sahota

Oct 30

DevRel in AI: What Works for AI Companies

#devrel #ai #startup #community

9 min read

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Harpreet Sahota

Oct 30

Stop Writing Launch Posts. Start Writing Proof.

#writing #testing

4 min read

Harpreet Sahota

Oct 30

How to Evaluate AI Agents for Production: Moving Beyond LLM-as-a-Judge

#ai #testing #llmsystems #machinelearning

7 min read

Harpreet Sahota

Oct 29

AI Didn't Kill the DevRel Interview. It Made the Old Tricks Load-Bearing.

#devrel #ai #career #freelance

11 min read

Harpreet Sahota

Oct 29

Machine-Speed Attacks Break Human-Speed Defenses: Why Zero Trust Must Be Architectural

#ai #security #devops

7 min read

Harpreet Sahota

Oct 29

EmbeddingGemma 2 in FiftyOne: Search Video by Text, Sound, or Your Webcam

#embeddinggemma2 #computervision #python #machinelearning

15 min read

Harpreet Sahota

Oct 29

One Camera Isn’t Enough: 9 Robotics Datasets You Can Play on One Timeline

#eventcameras #robotics #computervision #python

13 min read

Harpreet Sahota

Oct 29

Robots Can See. They Still Can't Feel: 8 Tactile LeRobot Datasets in FiftyOne

#lerobot #robotics #computervision #python

25 min read

Harpreet Sahota

Oct 29

How to Find Edited Copies of Images: Image Copy Detection with pHash, CLIP, and FiftyOne

#imagecopydetection #computervision #python #machinelearning

17 min read

Harpreet Sahota

Oct 29

You Can’t Watch 10,000 Episodes. Measure These Instead: Curation Metrics for LeRobot Datasets

#lerobot #robotics #computervision #python

35 min read

Harpreet Sahota

Oct 28

Your Robot Data Needs Custom Tools. Build Them as FiftyOne Plugins

#fiftyoneplugins #robotics #computervision #python

17 min read

Harpreet Sahota

Oct 28

50 Embodiments, 497 Episodes, One Indexed Dataset: Curating the LeRobot Community Dataset with FiftyOne

#lerobot #robotics #computervision #python

24 min read

Harpreet Sahota

Oct 28

Real vs. Synthetic LeRobot Datasets: 5 Sets and the Sim-to-Real Evidence

#lerobot #robotics #computervision #machinelearning

13 min read

Harpreet Sahota

Oct 28

5 Humanoid and Bimanual LeRobot Datasets, Compared by State and Action Space

#lerobot #robotics #computervision #machinelearning

13 min read

Harpreet Sahota

Oct 28

How to Import LeRobot Datasets into FiftyOne Using Agent Skills

#lerobot #robotics #computervision #machinelearning

8 min read

Harpreet Sahota

Oct 28

From Franka Arms to Humanoids: 11 LeRobot v3.0 Datasets for VLA Training in 2026

#lerobotv30 #robotics #computervision #machinelearning

27 min read

Harpreet Sahota

Oct 28

The Smoothest Episode in the Batch Was Also a Failure: Motion Smoothness vs. Task Success in RoboLab-EgoX Policy Rollouts

#robolabegox #robotics #computervision #python

14 min read

Harpreet Sahota

Oct 28

Seven Downloads, One MCAP: Authoring a Full Aria Digital Twin Episode for FiftyOne

#robotics #computervision #python #machinelearning

18 min read

Harpreet Sahota

Oct 28

What Actually Breaks When You Author MCAP by Hand

#mcap #robotics #computervision #python

11 min read

Harpreet Sahota

Oct 28

Your Photogrammetry Dataset Is Secretly a Robotics Log: Converting PIVOT to MCAP Episodes in FiftyOne

#robotics #computervision #python #machinelearning

13 min read

Harpreet Sahota

Oct 28

10 Multimodal MCAP Datasets in 2026: SLAM Benchmarks, Sensor Fusion, and Ground-Truth Object Detection in FiftyOne

#robotics #computervision #python #machinelearning

22 min read

Harpreet Sahota

Oct 28

A Complete Annotation Workflow with FiftyOne

#annotationworkflows #computervision #python #machinelearning

33 min read

Harpreet Sahota

Oct 28

Everyone Is Scoring Robot Data, Nobody Is Looking at It: Mapping the Robot Data Quality Stack

#robotdataquality #robotics #computervision #machinelearning

13 min read

Harpreet Sahota

Oct 28

Smooth Isn't the Same as Correct: Triaging Robot Episode Quality with FiftyOne

#episodequality #robotics #computervision #machinelearning

22 min read

Harpreet Sahota

Oct 28

Vibe-Checking Qwen3.8-Max on Hard Visual Grounding Tasks

#qwen38max #computervision #machinelearning #ai

28 min read

Harpreet Sahota

Oct 28

6,500 Robot Demos, One Bad Grasp: Finding Bad Demonstrations in LIBERO with FiftyOne

#libero #robotics #computervision #machinelearning

7 min read

Harpreet Sahota

Oct 28

Data Curation, the Voxel51 Agent, and In-App Annotation: A CropAndWeed Walkthrough

#datacuration #computervision #machinelearning #ai

17 min read

Harpreet Sahota

Oct 28

The Robot Grabbed the Wrong Block

#syntheticdata #robotics #computervision #machinelearning

15 min read

Harpreet Sahota

Oct 28

A Drone Remembers Everything It Saw. Now You Can Watch It Happen Again.

#physicalai #robotics #computervision #machinelearning

13 min read

Harpreet Sahota

Oct 28

MiniMax Just Raised Another ~$2B. Its Frontier Model Now Runs Inside The FiftyOne App

#integrations #computervision #machinelearning #ai

10 min read

Harpreet Sahota

Oct 28

Real Roads Don’t Have Four Wheels: Exploring MOTOR in FiftyOne

#datasets #computervision #machinelearning #ai

12 min read

Harpreet Sahota

Oct 28

Top Agriculture Computer Vision Datasets in 2026: Crop & Weed Segmentation, Plant Phenotyping, 3D Point Clouds, and Precision Farming Data

#agriculture #computervision #machinelearning #ai

19 min read

Harpreet Sahota

Oct 28

Visualize Rare Driving Scenarios with FiftyOne: Inside the KITScenes-LongTail Dataset

#autonomousdriving #computervision #machinelearning #ai

10 min read

Harpreet Sahota

Oct 28

Nine Cameras, Seven LiDARs, Three Radars, One Group ID: Exploring KITScenes Multimodal in FiftyOne

#autonomousdriving #computervision #machinelearning #ai

14 min read

Harpreet Sahota

Oct 28

Some Data You Can't Wait For. Some You Can't Survive.

#syntheticdata #computervision #machinelearning #ai

14 min read

Harpreet Sahota

Oct 28

Beyond Default Boxes: Custom Annotation Styles for Computer Vision Datasets in FiftyOne

#fiftyone #computervision #machinelearning #ai

7 min read

Harpreet Sahota

Oct 28

Finding a Needle in the Desert

#delegatedoperators #computervision #machinelearning #ai

7 min read

Harpreet Sahota

Oct 28

LightOnOCR-2: A Compact AI Model Revolutionizing Document OCR

#integrations #computervision #python #machinelearning

4 min read

Harpreet Sahota

Oct 28

Building Production-Ready AI Document Understanding Pipelines with GLM-OCR

#plugins #computervision #machinelearning #ai

14 min read

Harpreet Sahota

Oct 28

C-RADIOv4: A Distilled Vision Foundation Model for FiftyOne

#plugins #computervision #python #machinelearning

8 min read

Harpreet Sahota

Oct 28

Why Vision-Only Imitation Fails at Delicate Contact: Low-Cost Dexterous Teleoperation & Tactile Policies

#robotics #machinelearning #ai #hardware

7 min read

Writing Debut

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