Toly Novik

Big Data Science - Digital Supply Chain, IBM, Sr. Director

"Making it happen."

ENFJ personality: Role - Diplomat; Variant - Assertive.

Build bridges between IT and Business Organizations. Manage by influencing.

Leader in supply chain transformation, innovation, operational leadership, value realization, and business process optimization. 

Connect supply chain, Data Science and Big Data into sustainable business benefits.

Consistently established credibility as a business advisor to top levels of executive management teams through outstanding relationship management and communication skills.

Have been able to unlock value potential in many complex business situations. 

Flexible professional demeanor and sense of humor, proper balance of humbleness and assertiveness have been helping me to be fluid in many business situations.

Lead by example and mentoring. A passionate commitment to excellence, teamwork and integrity. Embrace the change and strive for innovation.

Project: Text mining and clustering of tweets based on context

Summary:

The project requires the student to build an IPython notebook that can:
  1. Use Twitter API to collect tweets based on a search string (eg. google)
  2. Clean the tweets and create a term-document matrix for the cleaned tweets
  3. Identify tweets that are talking about a similar 'topic' and cluster them together.
  4. Identify the optimal number of topics, tweets corresponding to each topic and list the most used words in each topic.
The end result would be a list of topics and the important word from each topic. Thereby the observer of the end result will be able to identify what is being talked about with respect to the searched entity.
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