Ronak Gangwal

Experience

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  Student Alumni Interaction Cell (SAIC), IIT (BHU), Varanasi

  Jan 2018 - Jan 2019

  Publicity Coordinator

  Member of SAIC and Publicity Executive for the Centenary Celebrations and Global AlumniMeet(GAM'19) of IIT(BHU).

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  Osmoze, IIT (BHU)

  Apr 2018 - Apr 2019

  Publicity Coordinator

  Publicity coordinator of Osmoze'19, annual departmental fest of Chemical Engineering, IIT(BHU).

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  Analytics Vidhya

  May 2019 - Jul 2019

  Data Science Intern

  Different methods of Sampling-Explored the various techniques of Probability and Non-Probability Sampling and article got published.Bank Products Recommendation-Developed a product recommendation system for the customers of a bank based on customerdemographics and past purchase history.Used Collaborative Filtering to find similarities between users and bank products.

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  SKaaS

  May 2020 - Jun 2020

  Data Science and Machine Learning Intern

  Recruiter Chatbot using AWS Lex1. Built a responsive bot which aimed to collect details of the user such as skills, experience, to give back a recommendation of best fit job to the user in future.2. Slots were added as part of intent configuration and DynamoDB was used to store the data.3. Performed validations on the user input using Python in AWS Lambda .

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  Fractal

  Jul 2021 - now

  Data Scientist

  - Implemented an adaptive recommendation system in 10+ markets for a Pharma Company to providesales representatives with next best actions for engaging healthcare providers.- Developed predictive models utilizing Natural Language Processing (NLP) techniques to accurately predict products for interaction between sales representatives and healthcare providers. The solution was implemented on Dataiku, a data science platform. - Built a Realtime Next Best Action solution that can predict the Next Best Action for visitors on awebsite/app in real-time and intervene within the active session in 5-15 seconds of visitor activity using live clickstream and recent customer data.- Implemented the Real-time Next Best Action solution on AWS (US patent application in progress). - - Developed cloud-agnostic data I/O python modules across all cloud platforms. Show less