Work Experience

• Data Science Consultant, MAY 2021 - PRESENT

  EY,Bengaluru
  

  • Working for client - AB-InBev on defaulter risk prediction.
  • Working on reusability & productization of ML code.

• Data Scientist, JUL 2020 - MAY 2021

  Reliance Jio, Bengaluru
  

  • Data engineering jobs with Big Data, Hadoop, Apache Spark and Python.
  • Created complex data pipelines, ETL scripts and worked on optimization of processes to consume less resources and time.
  • Worked on Games Recommendation engine, live on JioPhone device across India.
  • Built restful APIs using Flask to deploy models into production.
  • Received Spotlight Award in Feb'2021.

• Data Science Intern, JUL 2018 - NOV 2018

  Sabudh Foundation, Mohali
  

  • Hands on experience in Python, ML concepts, deep learning, recommendation systems and data analytics with multiple projects completed.
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Education

• B.Tech., Computer Science and Engineering, 2015-19

  Guru Nanak Dev Engineering college, Ludhiana, India.
  Cumulative GPA: 8.6



• 10th+2, MAR 2014

  Bihani Children's Academy, Sri Ganganagar, Rajasthan, India.
  Score Percentage: 93.0

  Major: Mathematics, Physics, Chemistry

Technical Skills

Projects

• Article Summary Generator

  Personal Project
  Given a lengthy news article, summarize it to custom length. This has a lot pf use cases in today's world. Applications like Inshorts etc. can be considered. An API is created with UI and this process can be automated to send summaries of daily news articles of interest over mail to the user. I've used pre-trained model of Glove.

• News Recommender

  Internship Project
  A recommender system that will find the user’s likings and recommend news articles to them based on their interests.I used google’s pre trained word2vec model with gensim for topic modelling.

• Anomaly detection

  Personal Project
  Given the transactions data ,we have to find the anomalous transactions. I tried both supervised and unsupervised approach. In supervised approach it overfits but gave quite good results in unsupervised approach using multivariate gaussian distribution.

• Neural Network From Scratch

  Internship Project
  Created my own implementation of neural network using numpy and used on MNIST digits data and speech recognition.

Connect with me

Personal mailid : awalmalhotra@gmail.com

Work mailid : awaldeep.singh@in.ey.com>

Download My Resume