About

Ian Ozsvald picture

This is Ian Ozsvald's blog, I'm an entrepreneurial geek, an AI consultant, co-founder of the StrongSteam AI and data mining API, co-founder of the SocialTies App, author of the A.I.Cookbook, author of The Screencasting Handbook, a Pythonista, co-founder of ShowMeDo and FivePoundApps and also a Brightonian. Here's a little more about me.

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31 January 2012 - 14:12Data mining/AI/robots/hackerspace meet-up this Thursday

This Thursday at 7pm our StrongSteam will run a friendly pub meet around:

  • Data mining
  • Artificial Intelligence (AI)
  • Robots
  • Hackerspaces

The goal is to bring people together from StartupChile and the local community who are interested in the above subjects. The meeting is just a pub meetup, if there’s demand then I’ll organise speakers for the next one.

The locations is Bar Lastarria, 70 Lastarria, Santiago (map). Here’s a photo:

Confirmed attendees include:

Here’s the official announce.


Ian applies Artificial Intelligence as an Artificial Intelligence Researcher for companies (Mor Consulting), co-founded the StrongSteam A.I. datamining toolkit, co-authored SocialTies, programs Python, writes The Screencasting Handbook and is also a sea-side dweller and consumer of fine coffees.

No Comments | Tags: ArtificialIntelligence, Entrepreneur, Life, StartupChile

14 January 2012 - 21:27Santiago – first few days

I’d better log our first few days before the crazyness of signing up to the programme kicks off on Monday. Emily (my fiancée) is also blogging for her TinyEars StartupChile project.

We arrived safely on Wednesday after 18 hours of travel – BA treated us well (reasonably comfy seats and reasonable food). We were hustled into a taxi at the airport (at a rather pricey £45) but got delivered quickly to our rather nice apartments in swanky Providence.

We’ve had three nights of parties now, first with Jon and Anna (so lovely to catch up!), then lunch with Emily’s madrina Johanna (@J_Angulo) and on to meet our padrino Fernando (@fdelsolar), and finally two Phase 1 leaving dos last night. Pisco and rum seem to flow from all bottles. We seem to have found a nice Pale Ale too and London Pride has been sighted in bottles. We got to meet Fernando of SQMOS, the data guys of Junar and Tom of Rentalita (Tom’s Santiago tumblr) along with a whole bunch of others, some of whom are shortly off to travel South America.

Yesterday we climbed San Cristobel (photo) and met a Llama (pronounced ‘yama’). Today we had a nice run along the river at Tobalaba and Kyran has pointed out some other running sites.

Tonight we have another dinner, Sunday we chill (a touch, and prepare a demo), then Mon-Thurs are sign-up days, government ID card days, bank days and demo days all rolled into one lump. The week after we ‘officially’ start on our projects (even if we have launched StrongSteam to our first users already!).

Wifi tip – in the business district there are lots of StarBucks, these have free wifi when you buy coffee.


Ian applies Artificial Intelligence as an Artificial Intelligence Researcher for companies (Mor Consulting), co-founded the StrongSteam A.I. datamining toolkit, co-authored SocialTies, programs Python, writes The Screencasting Handbook and is also a sea-side dweller and consumer of fine coffees.

No Comments | Tags: ArtificialIntelligence, Entrepreneur, StartupChile

9 January 2012 - 15:13Heading to StartupChile

This is a quick update – we’re flying tomorrow to Santiago for 6 months of the StartupChile project ($40k funding, no equity, hundreds of projects flying in from all over the world). If you’re interested in taking 6 months to build your own project I’d suggest you take a look at applying to the next round.

Kyran Dale and I are flying out to build our StrongSteam AI and data mining toolkit (its a cloud API with local language bindings). We have our first client and we launched the alpha API to our first testers a couple of days back. Once we’re in Santiago we’ll add some more testers, expand the API and deliver our first project, then after March we can really ramp up the creation of data mining APIs for people to play with. We’re excited to be in talks with a few people about releasing the alpha at a couple of hackday events, it’ll be really interesting to see what people do with our optical character recognition, image matching, face detection and image manipulation tools. If you’re interested in trying out the Python API then do sign-up to the mailing list on the homepage.

Emily (my fiancée) is also heading out with her TinyEars iPad app, she’ll build a child-friendly app that’ll help kids learn to read out loud by using speech recognition to spot errors in their speech. She’ll be looking for testers with iPad 2s and young kids who are learning to read, do get in touch if you’re interested in the testing.

We had a fab sendoff at the Northern Lights a few days back, cheers to all who came along :-)

Finally – I’m a bit honoured to have been selected as a teacher at PyCon in the US in March, I’m running a half-day tutorial on High Performance Computing based on my tutorial at EuroPython. We’re using a bunch of these ideas in StrongSteam, it’ll be great to run the tutorial again.


Ian applies Artificial Intelligence as an Artificial Intelligence Researcher for companies (Mor Consulting), co-founded the StrongSteam A.I. datamining toolkit, co-authored SocialTies, programs Python, writes The Screencasting Handbook and is also a sea-side dweller and consumer of fine coffees.

No Comments | Tags: ArtificialIntelligence, Entrepreneur, StartupChile

26 November 2011 - 20:48Five new Brighton businesses

Earlier in the year through Matt Weston a group of us met, funded by the Innovation and Growth Team, to start a peer-group for a set of four (wait for it…) new businesses. The group was successful – and for several of us it led to the realisation that our plans at the time weren’t right. Emily and I were working on SocialTies as our project and trying to find a business hidden in the app, we decided against it and looked to other ideas.

Here’s what we’re working on. I hope it’ll encourage a few other folk to think about building new businesses.

The IGT funding dried up and so we now meet informally, our projects are:

I mentioned that I’d do a little write-up before we leave the country, Chris sent me this blurb about MightyHumble:

mighty humble is a small organic clothing company that believes in creativity, good design and responsible business.  We collaborate with hand picked creative talent to produce unique products using the most ethical and environmental sound materials, manufacturing and suppliers we can find. Our 100% cotton t-shirts are ethically made, certified organic by the Soil Association and manufactured solely using sustainable energy generated from wind power. We envisage our collection as wearable art which enables us to bring the work of some incredible talented people to a wider audience.  For mighty humble business is not just about turning a profit.  Experience has taught us that there’s more too it than that!  We believe a business can (and should) be a creative, fun and positive force.

Jo describeds Bookish as:

the home of unique literary gifts, typographic loveliness and beautiful bookish things – for readers, writers, dreamers, thinkers and bibliophiles everywhere

Jackie says:

Sales Precruitment is all about helping MDs of growing digital and technology companies prepare for recruiting their first (and additional) sales person.  Setting realistic targets, putting measurements in place, interviewing and induction, these are just a few of the things we can help with.  All this is done face to face at present but 2012 is the year I work out how to offer some of this support online… wish me luck!!

From January Emily, Kyran and myself are off to Chile for the StartupChile project, we’re taking TinyEars and StrongSteam as our 6 month projects. A part of our requirement for StartupChile is that we help build the entrepreneurial community – given our work building OpenCoffeeSussex, SheSays, FivePoundApp and GirlGeekDinners we figure we’re well placed to help bring interesting folk together. The opportunity to network with several hundred other folk who have jumped country to found new businesses is simply too good to pass up (along with living in a growing, upbeat country with a strong economy, a new language to learn and some Tango to practice).

For our StrongSteam we’re after alpha testers – we want non-AI developers (particularly web and mobile devs) who want access to image recognition, OCR, data mining and clustering tools. Emily is after collaborators and testers – particularly people with kids and iPad 2s.


Ian applies Artificial Intelligence as an Artificial Intelligence Researcher for companies (Mor Consulting), co-founded the StrongSteam A.I. datamining toolkit, co-authored SocialTies, programs Python, writes The Screencasting Handbook and is also a sea-side dweller and consumer of fine coffees.

1 Comment | Tags: ArtificialIntelligence, Entrepreneur, Life

26 November 2011 - 18:14Broken economies, an economic thought, freelancer advice

A few of you who know me have caught more than a whiff of my increasingly sour mood over the state of many of our ‘developed’ economies. Between the bailouts of Greece, Ireland and Portugal, Italy about ready for a bail-out, Spain with 22% unemployment who might also need a bail-out (but…the EU packages can’t cover both countries needing a bail-out [scroll down to 'the tower of terror' diagram] – hence the jittery bond markets), Portuguese and Hungarian debt marked at junk status, Belgian‘s credit rating cut (after their embarrassing bail-out for Dexia which had passed #hoho all the stress tests earlier in the year) it is hard to be positive. The Economist and others now cover serious discussion about a possible end to the Euro.

The Economist also notes that there’s a reasonable chance we’re falling back into recession. It seems that end of Jan and Feb for Italy’s next round of bond auctions could make for very interesting events.

In the US Thanksgiving has been given over Black Friday (to get companies back in ‘the black’), this year the event aced all previous years with the deployment of pepperspray and guns by ‘competitive shoppers’ (such a wonderful euphemism! they can camp overnight and use weapons in the name of shopping but Occupy protesters can do neither in the name of protest). This video showing fights breaking out as shoppers try to win $2 waffle toasters brings it home. Still, at least the Super Committee figured out a way to get past the $15 trillion (and growing) debt pile. Oh, no, they didn’t, they just finger pointed and handed the problem back.

In the USA the losers are the private citizens, the winners are the companies. Over the last 50 years corporate profits are up and personal salary (as a percentage of GDP) is down (the key graphic) – if you run a big company you’ll be sitting pretty, everyone else has to work longer and harder just to stand still.

But it isn’t all grim. Interesting conversations are popping up questioning the basis for our financial systems, it is nice to see people try to plot new ways through to stronger economies or point out our too-relaxed view on recent changes. This begs the question – what happens when we can chart the progression of money (because maybe it is signed a la bitcoin), maybe we can penalise money for sitting still (e.g. letting it expire/evaporate)? The idea of enabling both the creation and destruction of money (in the first article) sounds novel, we rarely see money destroyed as a stabilising act (as in – removed from the system entirely) with our established currencies.  Might this force money to do ‘work’ rather than sit in someone’s bank account?

Finally, this brings me to the question of what one should be doing as a freelancer/small business owner. In a companion post (to come out by Monday) I’ll mention that we’re off to StartupChile for 6 months. For me I’m energised at the idea that in Santiago I can meet several hundred other company founders who have all decided to jump country (from all over the world) to expand their networks, help the locals boot-strap a tech ecosystem and build their companies. Taking risks and changing things around seems like a basic requirement for survival and growth in what’ll become a tougher economic environment (talk of a lost decade or two for the Western economies is now quite common).

Prior to applying to StartupChile I’d already started to build StrongSteam, our new AI/data mining product, with my old co-founder from ShowMeDo (our last big project). The goal is help folk create interesting data mining applications and to make my AI Consultancy more visible (just building and talking on it has increased in-bound work referrals by a factor of 4 in the last few months). Being visible and being fresh is absolutely critical to continued success. A couple of years back I’d realised I was getting stale (‘fat and slow’ as I put it) working for a few known clients. I fired myself for 6 months, built the AICookbook project (now defunct, it served its purpose), co-founded SocialTies and kicked myself into a higher gear.

Some takehomes:

  • If you’re not visible enough yet, take some time out and work on open and visible projects
  • If you’ve become stale then fire some clients and work on new challenges (preferably public ones)
  • Get on stage and talk about what you’ve learned, certainly post blog entries sharing what you’ve learned – being visible is key
  • If you’ve got spare time then dive into new projects, don’t wait to become stale (a mistake I made that cost me 6 months!)
  • Join local groups – we’ve got OpenCoffeeSussex here, plenty of tech groups, HackerNewsLondon an hour’s train ride away – meet new people and collaborate
  • Build alliances with companies you like to work with, help them, partner with them

I figure that’s enough with the ranting, noting it down  is cathartic. Now, back to building StrongSteam.

Hat-tip to @umairh as being the main person to open my eyes to the need to question how the world works over the last bunch of years. I’m much obliged to you. @johnrobb‘s resilient community work is also rather interesting.


Ian applies Artificial Intelligence as an Artificial Intelligence Researcher for companies (Mor Consulting), co-founded the StrongSteam A.I. datamining toolkit, co-authored SocialTies, programs Python, writes The Screencasting Handbook and is also a sea-side dweller and consumer of fine coffees.

No Comments | Tags: Entrepreneur, Life

31 August 2011 - 13:24strongsteam – an “AppStore for A.I. and data mining tools”

Kyran and I are starting work on a new project – strongsteam offers a web API with artificial intelligence and data mining tools. The goal is to make it easy for you to do things like:

  • get the text out of images using optical character recognition
  • determine whether two images look the same and if one object (e.g. a certain book or a can of coke) can be found in another
  • use natural language processing to analyse, cluster and compare text
  • extract text from audio (e.g. to pull out keywords from podcasts)
  • use machine learning on text to derive new data

If you’d like to join the closed alpha then visit strongsteam and add your email to the announce list on the homepage.

We’ve started with Python bindings which make it easy to talk to the strongsteam web service. Initially we’ll wrap open source tools that we’ve used along with lots of our own A.I. data mining tools from years of work in my Mor Consulting A.I. consultancy.

At EuroSciPy last week I demo’d using O.C.R. to extract the words from plant labels at Wakehurst Place gardens so you can lookup the plant on Wikipedia once you’ve taken a photo like this one:

Plant label for Ostrich Plume Fern at Wakehurst Place (Sussex)

Now we’re looking at applying O.C.R. to conference name-badges, this will be a bit of a mash-up from data used in our SocialTies conference app and Lanyrd.com‘s data. Next we’ll look at image matching and some text processing tools.


Ian applies Artificial Intelligence as an Artificial Intelligence Researcher for companies (Mor Consulting), co-founded the StrongSteam A.I. datamining toolkit, co-authored SocialTies, programs Python, writes The Screencasting Handbook and is also a sea-side dweller and consumer of fine coffees.

No Comments | Tags: ArtificialIntelligence, Entrepreneur, Python

5 August 2011 - 12:23Social Ties now available for UK iPhones and any Android

This is just a quick post to say that we’ve released the iPhone build of Social Ties to the iTunes app store in the UK. Currently it only supports UK events so we’ve limited it to the UK AppStore, international events will follow later. The latest features include Bookmarking of people you’d like to meet and a Met button to mark the people you’ve already met. As noted today by a couple of users:

Yay now I can know who I should talk to at a conference and everything about them. Thanks @socialtiesapp http://bit.ly/rhka9U@juliancheal

Very impressed with the new @socialtiesapp for iPhone and Android. One to recommend to @briankelly I think! – @eventamplifier

Yay! @socialtiesapp is out on the iPhone and I’m unexpectedly famous! (see screenshots) – @bensummers

The Android BETA has been linked on our Social Ties homepage for a month, we’ll submit that to the Android AppStore once it is feature-complete to the iPhone build.

Followup updates on @socialtiesapp, you can follow us on @ianozsvald and @fluffyemily. If you want customised A.I. for your own project then talk to me, if you’d like mobile apps then talk to Emily.


Ian applies Artificial Intelligence as an Artificial Intelligence Researcher for companies (Mor Consulting), co-founded the StrongSteam A.I. datamining toolkit, co-authored SocialTies, programs Python, writes The Screencasting Handbook and is also a sea-side dweller and consumer of fine coffees.

No Comments | Tags: Entrepreneur, Life

7 November 2010 - 23:28£5 App #23 – “Things we built this summer”

Last Tuesday we had our 23rd £5 App event, given that it is only our second event this year we chose to let people “show and tell” about the things they built this summer. We had 9 speakers, I bought the beer, John baked the cakes.

Shardcore and the Englightenment Machine

Shardcore‘s Enlightenment Machine was installed at the WhiteNight festival a week back, here he explains what’s going on:

£5 App #23 – Shardcore and the Enlightenment Machine from Ian Ozsvald on Vimeo.

Jon and Digestly

Jon‘s Digestly lets you summarise tweets which can then be sent by email to e.g. your mum who wants to hear more about you:

£5 App #23 – Jon and Digestly from Ian Ozsvald on Vimeo.

Ian (me!) and the Social Microprinter

My Social Microprinter is a CBM 231 receipt printer + Arduino + WiShield + remote server, it prints tweets and useful info using a regular shop’s receipt printer via serial:

£5 App #23 – Ian and the Social Microprinter from Ian Ozsvald on Vimeo.

John and the Arduino Doorbell

John’s Arduino-powered door-bell couples a regular remote-control doorbell with lego, wood and a big bell:

£5 App #23 – John and the Arduino Doorbell from Ian Ozsvald on Vimeo.

Seb and Geek Family Fortunes

Seb built a Family Fortunes clone recently (we played it at BarCamp Brighton) using Flash, Nun-chucks and an iPad:

£5 App #23 – Seb and Geek Family Fortunes from Ian Ozsvald on Vimeo.

Emily and SocialTies on the iPhone

Emily is working on an iPhone app with me that we’ve named SocialTies, it helps you find your friends and ‘similar people’ when you’re at an event or conference. It was inspired by the fruitless hours I’ve spent at events wondering if I’ll ever find anyone I know…

£5 App #23 – Emily and SocialTies from Ian Ozsvald on Vimeo.

Kyran and JavaScript Social Graph Visualisations

Kyran and I have been working on some social graph visualisations, Kyran’s interface lets you see where you sit in an event’s social network whilst reading real-time updates from attendees:

£5 App #23 – Kyran and JavaScript Social Graph Visualisations from Ian Ozsvald on Vimeo.

Mike and the Tardis Money Bank

Mike’s Tardis Money Bank was designed to help him and son keep tabs on pocket money. It has gone on to be used by many families since its launch:

£5 App #23 – Mike and the Tardis Bank from Ian Ozsvald on Vimeo.

Jay and Twitter Election Predictions

Jay’s real-time election results predictor read Twitter during the UK elections, the results were interestingly accurate:

£5 App #23 – Jay and using Twitter to Predict Elections from Ian Ozsvald on Vimeo.

If you’re interested in keeping tabs on future events or would like to speak please join our £5 App Google Group.


Ian applies Artificial Intelligence as an Artificial Intelligence Researcher for companies (Mor Consulting), co-founded the StrongSteam A.I. datamining toolkit, co-authored SocialTies, programs Python, writes The Screencasting Handbook and is also a sea-side dweller and consumer of fine coffees.

No Comments | Tags: Entrepreneur, projectbrightonblogs, sussexdigital, £5 App Meet

7 September 2010 - 22:11Selling ProCasts through Flippa.com

A couple of weeks ago I sold ProCasts.co.uk, the screencasting business I built over the last two years. Some of you know that I moved away from the business back at Christmas and left it idle (a rather silly thing to do), here are some notes on how I sold it and how you could sell your business. This is my first business sale, some valuable lessons were learned.

I listed the business on flippa.com a month back, flippa specialises in matching buyers and sellers of domain names and small businesses. Since ProCasts was, after 8 months of inactivity, essentially a website that generated leads with a client list – I figured a listing on flippa would find some interested parties. I didn’t sell The Screencasting Handbook, I’m still happily developing the Handbook’s sales.

The new owners are Tintisha Technologies, a Leicester based video production company who wanted to expand their screencasting brand. Rich of Tintisha discovered the ProCasts sale through flippa by (happy!) accident, made a couple of bids at the end of the auction and came out on top. We completed the handover last week.

The reason for selling ProCasts was simple – I’d moved away from screencasting back at Christmas as I’d decided to return to my historic trade of artificial intelligence research and data science. I knew that a few of ProCasts’ competitors might be interested in the site and that a listing on flippa with money sent through escrow.com would make for a clean, safe sale.

I listed the site as an “Established lead generating screencasting site” with a two week auction. Flippa works differently to eBay – it uses an open auction (though private sales are possible) with a rolling end-time (if a bid is placed within 4 hours of the end of the auction the end time is advanced by another 4 hours).

Take a look at the listing to see the details that I included, I added:

  • Full business and site description
  • Details of past clients and warm leads
  • Bank statements to prove income
  • Verified Google Analytics traffic data
  • A Transfer Agreement listing all assets/processes for the sale

I made a point of responding to all questions (lots came via the private email channel) and updating the listing with new information. Fortuitously a couple of older leads came back with requests for work during the auction so these ‘very warm leads’ got a mention in the comments too.

At the end of the day the site sold for $4,002 (£2,500), minus the sale fee (£100) and escrow.com’s fees I took away £2,400. Not bad for a site that was otherwise of no value to me but obviously not an ‘interesting exit’.

Here are some of the takehome lessons:

  • If you’re selling a business, a pure consultancy (with no consultants) isn’t super interesting to buyers, only to existing market players
  • Building a consultancy in a super-small niche (when I started I had 4 US competitors and 0 in the UK) means few buyers when you decide to exit (in fairness – I didn’t build the business to sell it, I know better for next time)
  • Design your business with an exit in mind – recurring or passive income has real value to a buyer, make sure you can be removed from the business without damaging it
  • A two week auction was fine but four weeks would have made more sense
  • Soliciting private bids from competitors should have been done sooner rather than later
  • Adding a product or recurring income stream to the business would have added a lot of value (I decided to keep The Screencasting Handbook as an experimental platform)
  • BusinessesForSale is an alternative site, I didn’t know about it when I started, their companies tend to have higher value (flippa isn’t really for consultancy businesses, just simple web businesses)

What next?

Some of you know that I’ve been working in the field of artificial intelligence research for industry over the last 10 years (as both senior programmer, product designer and pure r&d bod) in my Mor Consulting. This role is evolving and I’m turning into a “Data Scientist” (the new shiny term for A.I. researchers!).

I’m also building some new IP by way of web services using A.I. technologies, these are designed with an exit in mind (I’m learning!). If you’re curious about using A.I. in industry see my new A.I.Cookbook.

I’m also continuing to develop The Screencasting Handbook, it is a useful experimental platform and I still very much enjoy teaching the art of screencasting.

If you have any questions, ask away.


Ian applies Artificial Intelligence as an Artificial Intelligence Researcher for companies (Mor Consulting), co-founded the StrongSteam A.I. datamining toolkit, co-authored SocialTies, programs Python, writes The Screencasting Handbook and is also a sea-side dweller and consumer of fine coffees.

No Comments | Tags: ArtificialIntelligence, Entrepreneur, Life, ProCasts, Screencasting, The Screencasting Handbook

2 March 2010 - 15:13Science companies around Brighton

Two years back I posted an entry listing the science companies I knew around Brighton who are involved in high-tech software (i.e. not science companies who make physical products). The list has changed a bit with some nice additions so I’ve updated it below.  If you know of one that I’m missing do send me an update. I’m interested because I’m an A.I. researcher for industry by trade.

  • PANalytical at SInC (one of my current employers for interesting A.I. work – I work on CUDA for parallelisation and pattern recognition and optimisation for solution finding, Prof. Paul Fewster is the head of the R&D team)
  • Qtara (a new employer of mine creating a cutting-edge Intelligent Virtual Human)
  • BrandWatch in the BrightonMediaCentre (a social metrics company using natural language processing)
  • SecondLife in the North Laines (this office is a big part of their European presence)
  • Ambiental at SInC (great flood-risk simulations and modelling, I help them with speeding up and improving the science behind their flood models, Justin Butler is the founder)
  • Proneta at SInC (very small company, John Hother sometimes has A.I. related questions)
  • Observatory Sciences at SInC (Philip Taylor is the main chap here, they use EPICS and LabView)
  • Ricardo in Shoreham (a big engineering consultancy)
  • Elektro Magnetix at SInC
  • NeuroRobotics at SInC
  • MindLab at SInC (they do non-invasive brain monitoring)
  • Animazoo in Shoreham (they build motion-capture suits for dancers and actors)
  • BotBuilder in Brighton (a robot focused design and build company)

Another nice addition to Brighton is the BrightonHackerSpace, a collective of like-minded souls who build new electronic devices and pull things apart to understand how they work. This HackerSpace has spawned BotBuilder (above) and I’m looking forward to seeing a few more created.

A little further away up in London I also know of:

  • Smesh who offer a brand monitoring system similar to BrandWatch
  • CognitiveMatch ‘who match customers to products in real time’
  • Maxeler Technologies in London create parallelised solutions, they appear to specialise in finance and oil modeling

And even further out in Cambridge:

  • EmotionAI create realistic emotion-expressing 3D avatars via the Cambridge Science Park

Ian applies Artificial Intelligence as an Artificial Intelligence Researcher for companies (Mor Consulting), co-founded the StrongSteam A.I. datamining toolkit, co-authored SocialTies, programs Python, writes The Screencasting Handbook and is also a sea-side dweller and consumer of fine coffees.

1 Comment | Tags: ArtificialIntelligence, Entrepreneur, Programming