Email Archive

Mathematics Expert with Python Expertise - Freelance AI Trainer - Mindrift

Score 0.922 · Account tjphuhs@gmail.com · 2/7/2026, 8:02:05 PM

Mathematics Expert with Python Expertise - Freelance AI Trainer - Mindrift from noreply@candidates.workablemail.com on 2026-02-08T01:02:05.000Z ------------------------------------------------------------------------------- Hi Timothy, Thanks for your interest in joining the Mindrift platform as an AI Tutor in Mathematics Expert with Python Expertise - Freelance AI Trainer. We’re currently reviewing your information! What’s next? We’ll get in touch if your background aligns with what we’re looki

Thanks for applying to Mindrift

Score 0.722 · Account tjphuhs@gmail.com · 2/7/2026, 8:02:00 PM

Thanks for applying to Mindrift from noreply@candidates.workablemail.com on 2026-02-08T01:02:00.000Z Mindrift ------------------------------------------------------------------------------- Your application for the Mathematics Expert with Python Expertise - Freelance AI Trainer job was submitted successfully. Here's a copy of your application data for safekeeping. ------------------------------------------------------------------------------- ** PERSONAL INFORMATION ** Name: Timothy Bourdeau Ema

Update on your application

Score 0.719 · Account tjphuhs@gmail.com · 3/30/2026, 5:30:27 AM

Update on your application from updates@notify.mindrift.ai on 2026-03-30T09:30:27.000Z Dear Timothy Bourdeau, Thank you for your interest in the English_AIR_Python role. Regrettably, we will not be moving forward with your application at this time. We appreciate your effort and encourage you to apply for future freelance roles that align with your qualifications and interests. Just make sure to follow ourLinkedIn <https://www.linkedin.com/company/mindrift-ai> page to see new postings. Best regar

Update on your application

Score 0.718 · Account tjphuhs@gmail.com · 2/7/2026, 11:00:01 PM

Update on your application from updates@notify.mindrift.ai on 2026-02-08T04:00:01.000Z Dear Timothy Bourdeau, Thank you for your interest in the English_AIR_Python role. Regrettably, we will not be moving forward with your application at this time. We appreciate your effort and encourage you to apply for future freelance roles that align with your qualifications and interests. Just make sure to follow ourLinkedIn <https://www.linkedin.com/company/mindrift-ai> page to see new postings. Best regar

Update on your application

Score 0.717 · Account tjphuhs@gmail.com · 3/29/2026, 8:00:56 AM

Update on your application from updates@notify.mindrift.ai on 2026-03-29T12:00:56.000Z Dear Timothy Bourdeau, Thank you for your interest in the English_AIR_Python role. Regrettably, we will not be moving forward with your application at this time. We appreciate your effort and encourage you to apply for future freelance roles that align with your qualifications and interests. Just make sure to follow ourLinkedIn <https://www.linkedin.com/company/mindrift-ai> page to see new postings. Best regar

Get to know Mindrift and finish your application

Score 0.711 · Account tjphuhs@gmail.com · 4/15/2026, 7:39:13 AM

Get to know Mindrift and finish your application from info@notify.mindrift.ai on 2026-04-15T11:39:13.000Z Complete your profile to take part in AI training projects Hi Timothy Bourdeau, Ready to complete your Mindrift profile? Having a detailed profile helps us better understand your skills and expertise, which means more opportunities to be matched with relevant new projects. Mindrift, part of Toloka AI, connects experts with leading tech companies running AI training projects. Want to learn mo

Essential AI Book Resources for Engineers

Score 0.635 · Account tjphuhs@gmail.com · 2/17/2026, 1:11:44 PM

Essential AI Book Resources for Engineers from techscoop@substack.com on 2026-02-17T18:11:44.000Z build that vocabulary. Extracting Maximum ROI From These Books Don’t just read them. Recreate one system diagram per week in a notebook. Simulate one interview question aloud. Implement a mini RAG system Add monitoring metrics after reading Huyen. Reading builds awareness. Rebuilding builds mastery. Final Takeaway AI in 2026 is dominated by multi-agent systems coordinating across tools, long-context

EP214: Claude Code vs. OpenClaw: 5 Design Dimensions

Score 0.635 · Account tjphuhs@gmail.com · 5/9/2026, 11:31:10 AM

EP214: Claude Code vs. OpenClaw: 5 Design Dimensions from bytebytego@substack.com on 2026-05-09T15:31:10.000Z uses a lead-to-subagent pattern. OpenClaw uses a route-and-delegate system where inbound channels get routed to dedicated agents that hand off to shared subagents. Over to you: which pattern do you think is the future of agents? Become an AI Engineer | Enrollment Ends Soon Our 6th cohort of Becoming an AI Engineer starts in about a week. This is a live, cohort-based course created in col

[Update] Teaching AI to be More Helpful: Images - Challenging Requests

Score 0.629 · Account tjphuhs@gmail.com · 2/2/2026, 11:15:21 AM

[Update] Teaching AI to be More Helpful: Images - Challenging Requests from noreply@mail.dataannotation.tech on 2026-02-02T16:15:21.000Z This project is available again! Project: Teaching AI to be More Helpful: Images - Challenging Requests <https://app.dataannotation.tech/workers/tasks?project_id=6c668b47-6abb-4b28-ac2d-1ad31226ef80&utm_campaign=6c668b47-6abb-4b28-ac2d-1ad31226ef80&utm_medium=email&utm_source=announcement> © 2026 DataAnnotation | Cookie Policy <https://app.dataannotation.tech/c

Essential AI Book Resources for Engineers

Score 0.626 · Account tjphuhs@gmail.com · 2/17/2026, 1:11:44 PM

Essential AI Book Resources for Engineers from techscoop@substack.com on 2026-02-17T18:11:44.000Z pipelines Vector databases Agentic workflows Prompt orchestration Token optimization strategies In 2026, most AI roles require GenAI system literacy. This book accelerates that fluency. If you’re building copilots, internal knowledge bots, or autonomous agents, this is required reading. 4. Designing Machine Learning Systems – by Chip Huyen This is lifecycle thinking at scale. It maps: Data collectio

RWS TrainAI Community | Project Callisto | Invitation

Score 0.621 · Account tjphuhs@gmail.com · 2/9/2026, 5:35:50 AM

RWS TrainAI Community | Project Callisto | Invitation from no-reply@hire.lever.co on 2026-02-09T10:35:50.000Z Hi Timothy, Embark on a journey that not only enhances your skills but also shapes the future of artificial intelligence and technology! Come join the RWS Train AI Community to be part of a project that influences how AI models shape our digital world. Our team of Search Engine Evaluators will assess and provide valuable feedback on search results encompassing text, audio, images, and vi

Database Selection in AI-Powered Software Engineering

Score 0.618 · Account tjphuhs@gmail.com · 5/11/2026, 2:00:11 PM

Database Selection in AI-Powered Software Engineering from techscoop@substack.com on 2026-05-11T18:00:11.000Z Key trends include: AI-powered autonomous database optimization Serverless AI databases Edge AI databases for IoT devices Multi-cloud AI data architectures Autonomous machine learning data pipelines Vector databases for generative AI applications Retrieval-Augmented Generation (RAG) systems AI-native distributed databases As artificial intelligence and machine learning applications conti

Essential AI Book Resources for Engineers

Score 0.617 · Account tjphuhs@gmail.com · 2/17/2026, 1:11:44 PM

Essential AI Book Resources for Engineers from techscoop@substack.com on 2026-02-17T18:11:44.000Z View this post on the web at https://techscoop.substack.com/p/essential-ai-book-resources-for-engineers Build chatbots that respond with interactive UI. (Sponsor) [ https://substack.com/redirect/fa27b660-c9f4-43a2-a313-2cb8e8bf3a0f?j=eyJ1IjoiNGl3b2U2In0.sVDxRtmZ85v8kfdamY0krRXGMy3p768BWtuZifRB-Zs ] With Thesys Agent Builder you can build website chatbots that reply with interactive UI like cards, fo

[Update] Teaching AI to be More Honest

Score 0.610 · Account tjphuhs@gmail.com · 1/30/2026, 9:57:04 AM

[Update] Teaching AI to be More Honest from noreply@mail.dataannotation.tech on 2026-01-30T14:57:04.000Z We're temporarily pausing this project - thanks for your work on it! Project: Teaching AI to be More Honest <https://app.dataannotation.tech/workers/tasks?project_id=c6594b21-213d-4dd8-a546-8cc757f3faf7&utm_campaign=c6594b21-213d-4dd8-a546-8cc757f3faf7&utm_medium=email&utm_source=announcement> © 2026 DataAnnotation | Cookie Policy <https://app.dataannotation.tech/contract/da_cookie_policy>

The one who stumps the models

Score 0.608 · Account tjphuhs@gmail.com · 3/26/2026, 11:40:37 PM

The one who stumps the models from insideoutlier@outlier.ai on 2026-03-27T03:40:37.000Z TL;DR: Meet Toni-Marie , a Brown University professor whose students cheer when she stumps AI models Your "if AI could solve one problem" answers (a few that stuck with me below) We turned your "what makes you an Outlier" replies into a blog post Know an Outlier? Send them your referral link New ask: what's outside your window? Hey, it's Eliana. Last week I asked what you'd want AI to solve if it could tackle

The one who stumps the models

Score 0.607 · Account tjphuhs@gmail.com · 3/26/2026, 11:40:37 PM

The one who stumps the models from insideoutlier@outlier.ai on 2026-03-27T03:40:37.000Z model as a guide. "We're waiting to see how it goes, trusting the process." I'm rooting for them. Angela S. has Arthrogryposis, a condition affecting her joints, nerves, and muscles. She wants a straightforward, no-startup-cost way to use AI to supplement her fixed income. "Every time I start something it grows and grows til it explodes into something way bigger than me." She's not looking for sympathy, she's

[Update] [PRIORITY PAY +$4/hr] 🐴🪽 Pegasus SE: Ask an AI To Write Business Emails in Gmail and Evaluate the Response [SE-477275682]

Score 0.605 · Account tjphuhs@gmail.com · 1/25/2026, 4:28:07 PM

[Update] [PRIORITY PAY +$4/hr] 🐴🪽 Pegasus SE: Ask an AI To Write Business Emails in Gmail and Evaluate the Response [SE-477275682] from noreply@mail.dataannotation.tech on 2026-01-25T21:28:07.000Z This project is now available to you at an increased, +$4/hr Priority Pay! We need to wrap this up ASAP, so if you have time to do a few tasks, we'd love your help! Project: [PRIORITY PAY +$4/hr] 🐴🪽 Pegasus SE: Ask an AI To Write Business Emails in Gmail and Evaluate the Response [SE-477275682] <ht

Database Selection in AI-Powered Software Engineering

Score 0.596 · Account tjphuhs@gmail.com · 5/11/2026, 2:00:11 PM

Database Selection in AI-Powered Software Engineering from techscoop@substack.com on 2026-05-11T18:00:11.000Z View this post on the web at https://techscoop.substack.com/p/database-selection-in-ai-powered The AI notepad for people in back-to-back meetings [ https://substack.com/redirect/42383ee8-8e2c-415e-a45c-175c2e1d32d4?j=eyJ1IjoiNGl3b2U2In0.sVDxRtmZ85v8kfdamY0krRXGMy3p768BWtuZifRB-Zs ] Most AI note-takers just transcribe what was said and send you a summary after the call. Granola is an AI n

[Update on project availability] 🐴🪽 Pegasus SE: Rate the Quality and Usefulness of AI-Generated Summaries in Gmail [K-481328812]

Score 0.594 · Account tjphuhs@gmail.com · 2/5/2026, 12:22:52 PM

[Update on project availability] 🐴🪽 Pegasus SE: Rate the Quality and Usefulness of AI-Generated Summaries in Gmail [K-481328812] from noreply@mail.dataannotation.tech on 2026-02-05T17:22:52.000Z This project is a bit different than what you might typically see on your dashboard, so we wanted to take a moment to explain how it works: * In this project, you will review and rate an AI-generated summary of to-dos and updates in your email inbox across several axes. * Because you are providing an e

Don’t lose your Zoom Pro features (Here’s 15% off)

Score 0.593 · Account tjphuhs@gmail.com · 5/13/2026, 2:04:37 PM

Don’t lose your Zoom Pro features (Here’s 15% off) from teamzoom@e.zoom.us on 2026-05-13T18:04:37.000Z your Zoom assets all in one place Whiteboard Collaborate complex ideas on a digital canvas Tasks Conquer your to-do lists with automated task management Custom Avatars Personalize videos with an AI version of yourself https://click.e.zoom.us/?qs=ABB7InYiOjEsImQiOjQ4NzV9AAsAAAAAAPfht3p759j0PqLjVKULQiG9ZRuKOAqLF4_vK5KjNjGGb9_27F4qbir9IKAhklNrpONwiA-i0sXXGJLO2xKa36Dex6d8erS7PGvS1_5-Cg Redeem offer

Secure your seat: DigitalOcean Deploy

Score 0.585 · Account tjphuhs@gmail.com · 4/6/2026, 2:24:51 PM

Secure your seat: DigitalOcean Deploy from team@info.digitalocean.com on 2026-04-06T18:24:51.000Z [DigitalOcean's 'Deploy 26 San Francisco: The Production Inference Era' event banner, featuring a stylized Golden Gate Bridge at dusk with city lights.](https://www.digitalocean.com/deploy?utm_source=marketo&utm_medium=email&utm_campaign=deploy_2026&utm_content=friends_and_family) DigitalOcean Deploy April 28, 2026 | 12:00pm – 8:00pm PT Convene 100 Stockton Join AI leaders from Character.AI, Workato

AI Tollgates Could Kill the SaaS Seat Model Forever

Score 0.584 · Account tjphuhs@gmail.com · 5/14/2026, 2:00:41 PM

AI Tollgates Could Kill the SaaS Seat Model Forever from techscoop@substack.com on 2026-05-14T18:00:41.000Z while simultaneously limiting unrestricted third-party AI access. The battle is no longer just about software features. It is about who controls the future AI operating layer for business. AI Could Transform SaaS Into “Work-as-a-Service” The deeper shift happening right now goes beyond pricing models. AI is changing what companies actually buy from software vendors. In the past, businesses

Make Skills for Claude, Make CLI, Functions app, and more ⚡🧠

Score 0.579 · Account tjphuhs@gmail.com · 5/14/2026, 10:41:40 AM

Make Skills for Claude, Make CLI, Functions app, and more ⚡🧠 from info@make.com on 2026-05-14T14:41:40.000Z You asked, we delivered; see our latest product updates. Logo ( https://www.make.com?utm_campaign=Product_Newsletter_140526&utm_medium=email&utm_source=customer.io ) ******************** What’s new in Make ******************** Hey there, take a moment to unwind and explore the fresh updates and features added to Make over the past month. ( https://skills.make.com/?utm_campaign=Product_New

How Pinterest Built a Production MCP Ecosystem

Score 0.578 · Account tjphuhs@gmail.com · 5/11/2026, 11:31:17 AM

How Pinterest Built a Production MCP Ecosystem from bytebytego@substack.com on 2026-05-11T15:31:17.000Z is invisible. Pinterest also embeds AI bots in its internal communication platform, and these bots expose MCP tools as well. Auth is handled through the registry API, just like the web interface. These bots support context-aware tool scoping, meaning certain MCP tools are restricted to certain channels. Spark MCP tools, for example, only appear in Airflow support channels. This keeps tool list

How AI is bringing dead voices back

Score 0.578 · Account tjphuhs@gmail.com · 5/14/2026, 7:10:37 AM

How AI is bringing dead voices back from hello@snacks.robinhood.com on 2026-05-14T11:10:37.000Z sent the company’s valuation soaring . But AI is far from a pure boon for estates. CMG Worldwide, a legacy management firm with a client list including Jim Henson, Andre the Giant, and James Dean, refers to AI as an “unprecedented threat.” And Zelda Williams, film director and daughter of Robin Williams, urged fans in a story on Instagram to stop sending her AI-generated videos of her father. “I concu