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shounakb1 has not earned any certificates yet.
Work Experience
Measuring and Optimizing Spark Process Statistics Intern
TCG Digital• May 2021 - July 2021
•Integrated sparkmeasure with python in ML Ops pipeline, instituted code to sink extracted metrics to MySQL. •Performed careful time and memory optimization of transformations in Spark DataFrames and RDDs. •Created template to auto-tune configuration parameters, optimize executor runtime, shuffle, serialization/ deserialization, GC.
Deep learning intern
LeadingIndia• December 2019 - January 2020
•Scraped YouTube comments (YouTube API), tweets from Twitter (Twitter API) and news available through google (News API). •Utilized Latent Dirichlet Allocation for topic modelling/identifying aspects (politics: votes/campaign | products: screen/battery). •Trained an LSTM model with GloVe embeddings(86% accuracy), combined with VADER compound score to detect sentiment. •Designed a sentiment score for each aspect, weighted by the number of retweets, followers, likes to model each contribution. •Created a web app using HTML, CSS and Flask, which was able to show the sentiment distribution of any searched keyword.
Education
IIT, Kharagpur (Indian Institute of Technology)
Mechanical Engineering, M.Tech• July 2017 - Present
I am a final year UG from IIT Kharagpur (Mechanical Engineering). Ever since I had my first computer in 2013, I have been fascinated by technology. Since entering my college, my interest has been to create applications and products which can solve real life problems. I built my technical knowledge by taking courses, involving in projects, and Machine Learning Competitions.