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Building an operational tool for heavy industry — Seeking "real world" data and

BACKGROUND
1 SIGNALFIRST DETECTED 27 April 2026
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How the story developed
Other feeds and industry voices
17 May
How are you handling training data when public datasets don't match your use case? [D]

<!-- SC_OFF --><div class="md"><p>Public datasets on HF or Kaggle can sometimes be too generic, wrong domain, wrong schema, outdated, or just not enough volume to generalize

OPINION · WHEN · MachineLearningOPEN STORY
25 Mar
Looking for an AI Builder (LLMs + Automation) to build real-world systems (paid, remote)

<!-- SC_OFF --><div class="md"><p>Hey 👋</p> <p>I’m building a company <strong>based in the Principality of Monaco</strong>, focused on <strong>private AI for SMEs</strong> —

OPINION · WHAT · LocalLLaMAOPEN STORY
15 May
Only 1 in 5 companies are using the AI setup that delivers 71% productivity gains - Stanford data from 51 real deployments

<!-- SC_OFF --><div class="md"><p>Just went through a Stanford paper that tracked 51 actual AI deployments - not surveys or sentiment polls, real production systems across 41

OPINION · HOW · ArtificialInteligenceOPEN STORY
15 Jun
Embedded/edge ML folks: what actually eats the most time ,getting data, or cleaning/labeling it (time series sensor data, not computer vision/audio)? [D]

<!-- SC_OFF --><div class="md"><p>I'm trying to understand where people doing sensor based ML on microcontrollers (IMU, accelerometer, vibration ,that kind of time-series data)

OPINION · WHERE · MachineLearningOPEN STORY
27 Mar
[D] Building a demand forecasting system for multi-location retail with no POS integration, architecture feedback wanted

<!-- SC_OFF --><div class="md"><p>We’re building a lightweight demand forecasting engine on top of manually entered operational data. No POS integration, no external feeds.

OPINION · WHAT · MachineLearningOPEN STORY
29 Mar
[D] Data curation and targeted replacement as a pre-training alignment and controllability method

<!-- SC_OFF --><div class="md"><p>Hi, <a href="/r/MachineLearning">r/MachineLearning</a>: has much research been done in large-scale training scenarios where undesirable data has

OPINION · WHERE · MachineLearningOPEN STORY
1 Apr
Looking for People Interested in Building Real Projects & Hackathons

<!-- SC_OFF --><div class="md"><p>&#x200b;</p> <p>Hey everyone,</p> <p>I’ve been working on a few real-world projects recently (full-stack + some AI-based ideas), and I’m planning

OPINION · WHO · ArtificialInteligenceOPEN STORY
21 Jun
Looking for an ML/data collaborator — open to any project idea [p]

<!-- SC_OFF --><div class="md"><p>I want to team up on a ML project, no fixed idea yet. Open to whatever's interesting: NLP, CV, time series, whatever you're into.</p> <p>Looking

OPINION · WHAT · MachineLearningOPEN STORY
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