The Fifth Elephant 2019

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A journey of AI driven analytics insights engine

Submitted by Somya Anand (@somya214) on Thursday, 13 June 2019


Preview video

Session type: Full talk of 40 mins

Abstract

At Mindtickle, we deal with different persona interaction like managers, learners, admins and site owners. Given the complexity of the platform, it is difficult to keep track of the most critical activites admist of all ongoing activities. We want to build a machine assisted auto governed platform for leaders & admins to effectively run best enablement programs for their sales teams.

Outline

This talk includes:

  1. Developing an infrastructure, which collects the raw data and understands its context and subjective nature.
  2. Understanding features of data from a perspective of engagement and performance.
  3. Designing a pipeline which finds the critical and meaningful insights from the data.
  4. Designing a Natural Language Templating engine to drive data to text pipelines.
  5. A plotting engine to visualise patterns and validate predictions.

Speaker bio

I am working as a senior research software development engineer in machine learning team at Mindtickle (a sales enablement and sales readiness platform), one of the most promising Indian SAAS startups. I work on scientific exploration, research, product innovation and core engineering. Prior to that I worked with Paytm in the platform team in travel market space. I have been working in the industry for past 3 years. Prior to that I pursued B.Tech. in Mathematics and Computing at IIT Guwahati. Furthermore, I have been an open-source contributor in linux foundation. I have been an undergrad researcher at Hanyang University and ISI Kolkata, India. I have researched on various AI related topics like probabilistic machine learning, Agent based modelling and cognitive psychology.

Links

Slides

https://www.slideshare.net/SomyaAnand2/a-journey-of-ai-driven-analytics-insights-engine

Preview video

https://www.youtube.com/watch?v=y3CM2nNj6Sc&t=16s

Comments

  • Abhishek Balaji (@booleanbalaji) Reviewer 5 months ago

    Hi Somya,

    Thank you for submitting a proposal. We need to see detailed slides and a preview video to evaluate your proposal. Currently, your slides are very sparse and will need more content. Your slides must cover the following:

    • Problem statement/context, which the audience can relate to and understand. The problem statement has to be a problem (based on this context) that can be generalized for all.
    • What were the tools/frameworks available in the market to solve this problem? How did you evaluate these, and what metrics did you use for the evaluation? Why did you pick the option that you did?
    • Explain how the situation was before the solution you picked/built and how it changed after implementing the solution you picked and built? Show before-after scenario comparisons & metrics.
    • What compromises/trade-offs did you have to make in this process?
    • What is the one takeaway that you want participants to go back with at the end of this talk? What is it that participants should learn/be cautious about when solving similar problems?

    We need your updated slides and preview video by Jun 27, 2019 to evaluate your proposal. If we do not receive an update, we’d be moving your proposal for evaluation under a future event.

    • Somya Anand (@somya214) Proposer 4 months ago

      Hi Abhishek,

      I have edited the slides and tried to encorporate all the suggestions that you have mentioned above. Kindly go through it and let me know further. Thanks a lot for all your help.

      • Abhishek Balaji (@booleanbalaji) Reviewer 4 months ago

        Thanks Somya, moving this to evaluation.

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