My name is
Abhishek Narayanan.
I am a Data Scientist and a Mechanical Engineer who does a bit of web design.
I am a Data Scientist and a Mechanical Engineer who does a bit of web design.
Created a Pipeline for different models. AdaBoost gave the highest accuracy of 90%.
Dataset was extracted from the web using Beautiful Soup and Requests libraries. Performed Hyper Parameter Tuning using RandomizedSearchCV for Random Forest resulting in an R2 score of 84%.
Developed models using Naïve-Bayes, Count Vectorizer, and TF-IDF. F1 Score of 92% achieved using Naïve-Bayes.
CatBoost performed the best with 93% accuracy. Visualized plots to find out the features with highest impact on customer satisfaction.
Mumbai, MH, India | September 2021 - Current
Responsible for reporting, analysing, and providing intuitive recommendations to management on key performance metrics.
Mumbai, MH, India | July 2019 - August 2021
Developed interactive and creative visuals using Tableau which provided valuable business insights on Customer Feedback and Product Orders data.
Mumbai, MH, India | December 2015 - June 2016
Part modelling using Siemens SolidEdge ST6, preparing and revising engineering drawings, validation, and testing of capsule manufacturing machines.
Mumbai, MH, India | June 2014 - November 2014
Prepare Quality reports, involved in quality audits and inventory management.
Mumbai, MH, India | August 2016 - June 2019
Mumbai, MH, India | July 2012 - June 2016
Mumbai, MH, India | June 1999 - June 2012
Deployed an impactful virtual demo with a green screen, resulting in improved Customer Experience (NPS jump from 73% to 93%)
Sanctioned to fund research work towards pyrolysis which helped us achieve greater yield and efficiency of fuel-oil conversion.
Narayanan, A., Khan, A., Mir, S., Mishra S. and Bhatkar, V., “A study of Pyrolysis as a waste management technique,” JETIR, Volume 6, Issue 3, March 2019, pp. 19-22
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