[Jobs] urgent: Tensorflow developer(s)

[YKY (Yan King Yin, 甄景贤)]

Hi friends, Long time no see 😄

We are a newly formed team, just got into the Global Legal Hackathon round 2, representing Hong Kong.  With 5 law / business students, and 2-4 developers.

Our current task:  use recurrent NN to learn the mapping from cases to sections of laws. 

Our team's goal is to make the law more accessible to the general public at low cost.  Currently the biz model is like a social enterprise / charity.

In 2 weeks' time (this week and the next) we need to deliver a demo.

Job description:  help us build a deep (LSTM or GRU) RNN using Tensorflow.  We also need some pre-processing, such as word embedding / tokenizing.  Good if you're interested in natural language and related stuff.  

Suitable as a part-time job, for exploring Tensorflow for a short while, and gaining experience via working in a team project.

Part of our team:

​The 2 guys on the left are organizers.  3-4 other members are not in the picture.

Cheers 😄

YKY (email me)

[Matthew Rudy Jacobs]

Hey YKY.

Not sure how many people are on the mailing list.

But it might be a good idea to ask on slack.

Slack.codeaholics.io

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[YKY (Yan King Yin, 甄景贤)]

On Wed, Feb 28, 2018 at 10:35 PM, Matthew Rudy Jacobs <matthewr...@gmail.com> wrote:

Hey YKY.

Not sure how many people are on the mailing list.

But it might be a good idea to ask on slack.

​Hey Matthew... good to see you 😄​

Thanks.... and take care, man 😄

[CY L.]

You may also want to share to "Hong Kong Deep Learning" facebook group: https://www.facebook.com/groups/170776840085989/

[YKY (Yan King Yin, 甄景贤)]

On Thu, Mar 1, 2018 at 4:04 PM, CY L. <m.cy...@gmail.com> wrote:

You may also want to share to "Hong Kong Deep Learning" facebook group: https://www.facebook.com/groups/170776840085989/

​

​That was Joseph's group, right?  He kicked me from the group and banned me 😞​

I actually tried to complain to the Equal Opportunity Commission for this, but the process was too troublesome.  It does affect my career very adversely, as I cannot network with other deep learning researchers and developers in HK 😖

[YKY (Yan King Yin, 甄景贤)]

Hey friends, some update:

This is my demo:

​

It uses RNN to classify 3 categories of laws:  nuisance, dangerous driving, work injuries.  RNN is trained on law cases (30 + 30 + 20 = total 80 cases, respectively).  The performance is quite good (even surprised me a bit), but still it's not very useful for real scenarios at this stage.

So I propose a model for "fine classification":

but it's not implemented yet.  The 2nd stage is more challenging.

There're some quarrels in the team and I'm waiting for the organizers to mediate.  (I just talked to them and there's some chance of reconciling with the team)

In the meantime I joined another team which is similar and they entered the HK Law Society hackathon.  So basically we're still open to recruit more partners 😄

See if you're interested ☺

PS:  I used the word vectors from FastText and it's great.  But we didn't call FastText, just used the data file (2 Gb size, 1 million words).  

YKY