Tuesday, May 19, 2009

Germinait in the news

This is just a short post to let you know that Germinait and ElectionTracker were talked about in the Mint today. Here is a small excerpt:

“Our work was primarily based on areas of AI such as machine learning and natural language processing, technology that can be applied very easily to understanding unstructured content on online sites,” says Ranjit Nair, CEO and founder, Germinait Solutions. The start-up had leveraged this tool to build applications for companies but was looking to showcase the technology with a high-profile application. “So when election 2009 was announced, we took it on as a challenge to see if we could adapt our platform to launch a tool for Internet users during the election.”
The Germinait Solutions team worked overtime for nearly four weeks before ElectionTracker went online, an offering that Nair expects will be of interest primarily to media companies and others looking for processed content.

Thursday, April 23, 2009

My first chain letter

Today I sent out my first ever chain letter about ElectionTracker to all my friends. I am posting the letter here below. If you have not yet received it, you can copy the text from here and mail it to your friends. Spread the word! 

Fellow citizens of India,

* When was the last time you told the world what a wonderful MP you have? 
* When was the last time you congratulated a politician for his creative use of the tax payer's money?
* When was the last time you shouted from every roof top about how much you agree with the ideology of XYZ party? 
* When was the last time you cheered with your friends that your favourite party had stocked its candidate list with people with rap sheets longer than your... er... arm?
* When was the last time you let your favourite candidate know that you would give them your vote just like you had voted for their parents and grandparents before them?
* When was the last time you thanked our politicians for handing out liquor to people in their constituency or money to buy previously mentioned liquor? [Some would argue that you have to be drunk to actually vote].

If you answered NEVER to the above questions, I am truly shocked. The only reason I can think why you would be silent is that you thought no one cared. That your applause would get drowned in the din of traffic, that your words would melt away in the ether, that in a country of one billion, there was no one actually listening.

And that's where youd be wrong. You'll be glad to know that ElectionTracker (
http://electiontracker.germinait.com) does care and is listening. Listening, scoring and then reporting on what people like you have to say about their netas and wannabe netas. ElectionTracker gathers opinions from a variety of sources and then churns these opinions through Artificial Intelligence algorithms that detect their relevance, topic and sentiment, and finally displays the results in the form of pretty (and intuitive) graphs.

If you want your opinion to be listened to, send it in an email to
myvoice.electiontracker@germinait.com with the words "My Voice from ABC" in the subject where ABC is your location. We promise that we will not display your email address anywhere, nor spam you, nor share your email address with anyone (however much they plead). Alternatively, you can visit http://electiontracker.germinait.com and click on "My Voice" to share your opinion. 

Apart from opinions collected from individuals, ElectionTracker crawls all the online news sites and blogs for content relating to the Indian elections. If you have your own blog that you think we are not crawling, please do let us know by visiting
http://electiontracker.germinait.com and clicking on "Submit Source".

Just so that you know, we are not affiliated with any party nor do we love one more than the other. We love them all with equal passion. I only mentioned praise in this letter because it was inconceivable to me that anyone would feel any emotion other than adoration for our beloved netas. That said, ElectionTracker will record, analyse and display negative opinions too.

I will conclude in the vein of all well written chain mails:
1. Please forward this message to at least 10 friends to ensure that your friends also know that their opinions count. Also please make sure you share your own opinion by emailing myvoice.electiontracker@germinait.com with the words "My Voice from ABC" in the subject, where ABC is your location.
2. Rohit from Jaipur did not forward this message to anyone. As a result, his friends who received this from others realized how uncool Rohit was for not receiving the message. When Rohit convinced them that in fact he had received this email before they had, they branded him as "uncaring". Soon Rohit became the town pariah. His milkman and newspaperboy decided that such a person did not deserve to vote and so stole poor Rohit's voter id card.
3. The candidates from the constituency of Rampur (name changed) did not receive any opinions about them. They felt so unmotivated that they dropped out of the race and instead filed nomination papers in the name of the peepal tree (which everyone loves and some have even married).
4. Jency from Kottayam forwarded this message to all her friends on Facebook and Orkut and MySpace and Hi5 and... and even her old-fashioned email addressbook. Now all her friends on Facebook/Orkut/MySpace/Hi5/... think she's the cat's meow, and have voted her "Most likely to forward a brilliant chain mail". 

So friends be like Jency and not like Rohit. And don't let your constituency go the way of Rampur. Spread the word and share your voice with us. 

We're listening,


Ranjit Nair
http://electiontracker.germinait.com

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Wednesday, April 22, 2009

ElectionTracker

In my previous post I alluded to Germinait's platform for the analyses of social media and said that we were tracking the Indian Elections. I am thrilled to let you know that ElectionTracker is now ready and available to all at http://electiontracker.germinait.com.

ElectionTracker is an AI product that is focused on analysing what is being said in Indian newspapers and blogs about our political parties and their politics. What ElectionTracker does is send out its crawlers to fetch articles from online news sites and blogs. It then churns these articles through it's NLP algorithms which first detect with great accuracy whether those articles are relevant to the elections or not. For all the relevant articles, the AI programs then determine which party is being referred, what topics are being discussed and whether the article's sentiment is for or against that party.

Once all this analysis is completed the analysis results are shown in the form of intuitive trend graphs, pie charts, and tag clouds that depict online buzz. The results can be quite interesting and viewers are invited to do their own analysis and come to their own conclusions. ElectionTracker also calculates the Germinait Party Index which measures how positively each of the parties are being referred to by bloggers.

The thing that makes me proudest about ElectionTracker is how we managed to pull this all together in just about 4 weeks starting from conceiving the idea to actually making it "live". Of course, we have been working on the underlying AI algorithms for months. All of this was possible only because of the never-say-die spirit demonstrated by the team to work long focused hours to grapple new technologies for distributed storage and distributed computation. Hats off to you all!

In the next few weeks you will see a lot of new features and improvements being made to ElectionTracker. Please keep come back to check out ElectionTracker and let us know what you think.


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Thursday, April 02, 2009

Coming out of hibernation

I have been accused of not updating this blog regularly, and rightly so. It's not that nothing exciting is happening at Germinat. Quite the converse actually. It's just that things have been so busy that I neglected updating the blog. But enough excuses, here's a gist of what's happened since my last post which was over a year ago.

The period from Aug 2007 to April 2008 was a phase where we grew our team to a strength of 19 engineers. Initially, it was very tough for us to recruit people because recruiters did not take Germinait seriously and consequently sold Germinait's vision without completely understanding what we were trying to achieve. We had to start by selling Germinait's vision to our recruiters so that they in turn could talk with conviction about Germinait to the interviewees. As we grew in size, convincing people that Germinait was the real deal became easier and easier because the new joinees drew comfort from seeing other smart people like them who had already joined us.

We were very picky about who we hired with several rounds of interviews with all sort of analytical, technical, attitudinal and background information. We must have interviewed close to 300 people because we wanted a team that not only was individually talented but would be able enjoy each other's company and work well together. I think building this topnotch team who genuinely cared for each other is our great accomplishment to date.


This picture of us in traditional garb was taken during our first Diwali together.

And here we are trying to collectively come up with Germinait's vision for the future.
Here you see us beaming away after our perfect bowling scores of 300 each at Phoenix Mills.
This is us in Feb 2008 celebrating the first anniversary of Germinait's incorporation.
Here is all of us at Diwali in 2008 with some of us looking at another camera.
On the left is a picture taken during our annual picnic to Kamshet.

Work-wise, we built several products and components successfully. Our first was a workflow and labour management product for a Japanese organization that uses temporary workforce for manufacturing. Over the next few months we built many reusable components like an auction engine, a voting engine, a matching engine and a survey engine.

Currently, a small team is working on building an innovation management software for a US-based customer while the rest of us are building Germinait's flagship product -- a platform that analyses social media like blogs and conversations in forums and social networking sites (more on this in another post). We have launched two pilot studies on this platform -- one for analyzing employee satisfaction based on comments in employee surveys and the other for tracking the sentiment in media and blogs during the upcoming Indian elections. I'll keep you posted on how both these studies pan out. At the moment things are looking very rosy indeed.

Friday, July 27, 2007

Pics of the new office




Here are the much promised pictures taken a month ago. The office still needs some pictures on the walls to brighten things up. Right now it's functional but not chic.

Monday, May 14, 2007

Germinait's got a new home

Just a quick note to tell you that we have found a new office space in Santa Cruz, Mumbai. The renovation work is likely to begin from tomorrow. The plan is to move in by June 1. It will be a mad scramble to get the office ready for occupancy by then.

I will post pictures as soon as the renovation work is completed.

Tuesday, April 24, 2007

Milind Tambe made AAAI Fellow


Prof. Milind Tambe, my PhD advisor, was elected as a Fellow of the Association for the Advancement of Artificial Intelligence on April 23 for "significant contributions to theory and software infrastructure for multi-agent systems and pioneering applications in teamwork systems".

The list of Fellows reads like the Who's who of AI. Milind through his hardwork and dedication to his research joins this esteemed list. This is a much deserved honour.

To paraphrase my colleague Jonathan Pearce, "For he's a jolly good Fellow, which nobody can deny" :).

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