Lady Barbara |Founder & Data Scientist (@data_barbs) header
Lady Barbara |Founder & Data Scientist (@data_barbs) profile picture

Ex Accountant Founder. Curator. Designing better rooms, systems & experiences. Data | Aviation | PropTech 📍LON ⇄ DOH ⇄ NYC

Banstead, South East
Joined March 2020
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Lady Barbara |Founder & Data Scientist retweeted
Are you a landlord? 🏠 From 15 December, if you’re a landlord of an assured or regulated tenancy in England, you must register yourself and each of your properties through the new service on GOV.UK by the deadline for your region. Letting agents can’t register on your behalf. You’ll need to give details of your properties, like: • the address 🔑 • the number of tenants and bedrooms 🛏️ • the amount of rent you're receiving for a property 💷 • gas and electricity safety certificates ⚡ You may be asked to provide energy performance certificates (EPCs) if your details can't be found on the EPC register.
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Lady Barbara |Founder & Data Scientist retweeted
a lot of startups that will survive the coming years will be data based if you hold the data, individuals can't vibe code something to replace it themselves
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Lady Barbara |Founder & Data Scientist retweeted
The best Software Engineers in the US right now are telling you they don’t review code and have 10, 20, 30 agents running at once Meanwhile your British 40+ middle manager drops in to standup a couple times a month “yeah I’ve tried AI, not that great would never pay for it”
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Lady Barbara |Founder & Data Scientist retweeted
Data Entry Specialist Data Analyst Data Analytics Facilitator Business Data Analyst Data Engineer Lead Analyst and Machine Learning Engineer at a startup
Data Analyst Business Data Analyst Digital performance Analyst Data engineer / Data Migration specialist Data Scientist Principal Scientist / Head of Technology (very little coding involved).
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Lady Barbara |Founder & Data Scientist retweeted
Attempted Crypto scam! Bit of a long post (sorry about that) So, I had a phone call on Friday from DCI Thomas Gray at the North Yorkshire Police, he proceeded to tell me that I had been part of a huge Identity fraud scheme and my ID etc had been cloned along with 1000’s of others He gave me a crime reference number and said this would be emailed to me along with his warrant number etc, this email came through but had Met police branding on it (image below) He went on to tell me that they had arrested one of the individuals involved but said I was still at a huge financial risk as apparently, they had peoples account details etc including details of crypto exchanges He started to read off a list of crypto exchanges they had listed (all the main usual ones) but pronounced some of them wrong (slightly concerning as he told me he deals with Crypto fraud and scams often) He then told me the individuals name that had been arrested. It was the name of an individual I has worked with 5+ years ago (clearly random chance). I told him this as it may have been some use etc, but he glossed over the fact and seemed shocked I would even mention it He told me he would transfer me to his superior officer as there was some details of the case he wanted to go through with me. I then get transferred to this new Police officer, who goes over these same details again and goes through ways to help improve personal protection with your accounts etc. Then he starts asking if I have any Crypto accounts and which ones, and what level of account balance I have as this will determine the level of financial risk I may be exposed to. I wasn’t going to give this information as it was nothing to do with them and it wouldn’t affect their case. He said if I have any further questions they could arrange an appointment at my local station. I declined and that’s how it was left, they would call me back if anything further had happened (His job was clearly there to reassure me and to make this feel legitimate) Within 5 mins of this call, I then get a call from a man saying he is part of the Security Team at Crypto . com Well, this is when it started going downhill for them, Crypto . com aren’t going to call me. He told me the crime reference number to prove he had just spoken to the police, after a bit of his waffle, I asked him for my anti phishing code. He was completely thrown and had no clue what it was (you would think the security team would know what this term meant) I then get an email with a verification code (as if someone was trying to access my account) and he told me to verify the email was real by going to Crypto . com’s verify page. This would prove the email was real, what I’m guessing he failed to realise was, you can also check phone numbers! Lo and behold his number was not one of theirs! I kept him on the call for a few more minutes to waste his time before hanging up. I then phoned North Yorkshire police to find out about the original number as after a quick look online it was coming up as one of theirs. Turns out they were spoofing an actual police officers’ number, and the front desk were dealing with lots of the same calls! They have no record of any Thomas Gray working there and the crime reference number and warrant number were a load of crap Scams aren’t always easy to spot! So please be careful People do want to try and steal your money! We all work hard enough to earn it and want to do what’s best to maximise it, so always do your best to protect it! Always use 2FA! Do NOT give anyone details about your account! You can always verify it’s the actual police by calling 101 and going through to their station. Always go through the official website to get the contact number, do not call them back! Here’s a link about how to protect yourself from online scams: takefive-stopfraud.org.uk/pr…
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Lady Barbara |Founder & Data Scientist retweeted
There’s big gap between great technology & solving people’s pain points. A lot of founders struggle with this. You have to describe one specific way you can solve a user’s problem. Agents “automate everything” its too broad of a concept, requires setting up & steep learning curve
Hot take… isn’t it kinda crazy that nobody is really using AI Agents? I don’t mean software engineers or AI early adopters. I mean “college friends talking about it in group chat,” the feeling you got when everyone started using Instagram or TikTok. These frontier AI models are *insane* (as are the harnesses & tool calls & the like). And every large tech co has an AI agents platform, not to mention all the YC startups doing vertical agents. Yet all of your friends and family outside of tech — who spend all day staring at their iPhones and get paid to work in browser tabs — don’t really care or find themselves using any AI agents yet. Yes ChatGPT, Claude, etc. are extremely popular… but if you look at the engagement data the vast majority of people are still using these aI chat tools like a glorified Google + Grammarly. That’s why the AGI labs are all pushing desktop apps for Codex, Cowork, etc. so hard to non-technical ppl. And yes exceptions for lawyers and customer service but even those have some asterisks and exceptions to rule. Look I’m not saying the ChatGPT moment for AI Agents is not coming… it most definitely is! Remember we pivoted from Arc to Dia precisely because we believe computing is going to be radically reimagined around these AI primitives. No doubt. But that’s my point: it’s just so surprising it hasn’t happened yet because all of the tech you’d need is there. Again if you stop for a second and think about it… for all the press and money and hype and models and crazy ARR numbers… this “AI Agent” moment does not *feel* like the other breakthrough tech moments we’ve lived through (e.g. think the shift to Stories via Snapchat & Instagram, or shift to on-demand via Uber/Airbnb/Doordash). Which is a long way of saying: if you can figure out the answer to “why” most people don’t care about AI agents yet (and have no enduring interest in using them) — especially since the models and harnesses are here and ready — the answer to that question will allow you to capture a lot of marketshare and make a lot of money in 2027. Theoretically, the tech is ready for AI Agents to totally transform how we work and live our lives… but alas the general public dgaf… that’s the generational puzzle to solve for the next 12 months for anyone not working on the models themselves.
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Lady Barbara |Founder & Data Scientist retweeted
A big moment for us: @Nubarewards has raised £320k in pre-seed funding. Thank you to our team, everyone who believed in us. We’re here to make rent rewarding. Read more about our vision and what comes next: nubarewards.com/blog/nuba-ra…
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Lady Barbara |Founder & Data Scientist retweeted
As part of this whole pension conversation, I also don’t think the pension gender pay gap is talked about enough On average, women retire with £136,000 less than men because of lower contributions due to working part-time & taking time out of work to care for dependents
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Lady Barbara |Founder & Data Scientist retweeted
Because newer printers are printers that you pretty much don’t own lol you’ll be forced to take out subscriptions for ink
Why does nobody own a printer ??
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Lady Barbara |Founder & Data Scientist retweeted
We're losing too many talented & ambitious people in the UK but barely any data tells us why. Introducing the Brain Drain Wall: an interactive microsite built to solve this problem.
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Lady Barbara |Founder & Data Scientist retweeted
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Lady Barbara |Founder & Data Scientist retweeted
As a founder, you don’t need to turn down “smaller checks” because you’re afraid it’ll mess up your cap table. Learn how to use SPVs; there are already platforms that have made this easier for you to do it. Speak to an advisor for more details.
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Lady Barbara |Founder & Data Scientist retweeted
Use our earnings calculator getladda.com
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Lady Barbara |Founder & Data Scientist retweeted
Glad I pivoted to data platform engineering. The future is for generalists who understand data systems end-to-endďżź.
Now everyone can put data to work. We’re introducing a new Data agent in ChatGPT Work so you can turn your company’s data into answers, interactive dashboards, and action—just by asking. Just add the Data Plugin in ChatGPT Work, connect to the data sources and context you already use, and start the conversation. openai.com/index/put-data-to…
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Lady Barbara |Founder & Data Scientist retweeted
Will be the most profitable, efficient fund ever
Gonna raise a fund one day to invest exclusively in founders who are eldest daughters. Will be raising exclusively from LPs who are youngest brothers.
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Lady Barbara |Founder & Data Scientist retweeted
Gonna raise a fund one day to invest exclusively in founders who are eldest daughters. Will be raising exclusively from LPs who are youngest brothers.
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Lady Barbara |Founder & Data Scientist retweeted
Prices for 'Elephant Quarter' build-to-rent flats (ex Shopping Centre) were pulled from website after adverse publicity. New monthly rent: ➡️ Studio was £2610 now £2700 ➡️ 1-bed w £3100 now £2880 ➡️ 2-bed w £3810 now £3465 ➡️ 3-bed w £5010 now £4555 elephantquarter.com
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Lady Barbara |Founder & Data Scientist retweeted
Local champion. Look at him here, crossing his legs like Peter Okoye when he met Dangote, humbly accepting to be called just “Tony” by a foreign interviewer who is young enough to be his daughter. “I don’t subscribe to that Oyibo thing” But you will go and receive Oyibo award in Belgium. The only place they have power is when they are back home. Local champions.
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Lady Barbara |Founder & Data Scientist retweeted
The world is going mad. I purchased a £540 HP printer for work, I subscribed to the HP ink plan (it forces you to) and then realised I wasn’t printing as much as I needed so had a backlog of ink at home. I go to cancel the plan, because why not. Turns out because I am no longer subscribed to the HP ink plan I can no longer use my printer (even if I bought ink from Amazon). This is the wildest thing known to man. So I have not had to subscribe albeit only £3 for 10 pages 😅. But it’s the principle. I bought a printer, I didn’t lease a printer. WTH
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Lady Barbara |Founder & Data Scientist retweeted
The loftier your career goals, the more strategic you have to be
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