Apr 2021 – Feb 2022 · 10 mos

• Working on developing incremental feature generator so as to avoid re-creating of already created feature set. And improve on the model training and inferencing time for larger as well as smaller dataset.
• Working on creating an end-to-end ML pipeline for production deployment using Airflow.
• Working on movement of xgboost model to lightgbm model with proper tuning. So that the training and inferencing time improves at the same time, model metrics and business level metrics doesn't get affected.
• Tools used: Python, PySpark, Scala

Jul 2019 – Mar 2021 · 1 yr 8 mos

• Working on betterment of personalised product recommendations for consumers in retail and e-commerce.
• Worked on repurchase model, Lapsation Classification, recommender systems (using RL Technologies) and NLP in offer recommendation for retail.
• Developing end-to-end ML pipelines for problems in retail.
• Worked on Building audio product pipeline end-to-end for consumers in retail by using audio as data.
• Tools used: Python, PySpark, Scala

Feb 2019 – Jun 2019 · 4 mos

• Used machine learning models such as Random Forest, SVM, XGBoost to classify whether the customer will respond to a campaign or not.
• worked on creating end to end pipeline for the same in airflow.
• Worked on baseline of Data Validation framework, in order to validate quality of dataset before training and testing.
• Tools used: Python, PySpark, Scala, R

Dec 2017 – Aug 2018 · 8 mos

• · Data collection from web scraping and Visualization using plotting from ggplot2.
• · Unsupervised learning methods used as an EDA to obtain desired accuracy of Art Gallery predictions.
• · Model Building to predict number of galleries in different nation around the globe
• · Relationship between different attributes such as population, country development rate, country
• government type, etc. helped me a lot for prediction task

May 2016 – Jul 2016 · 2 mos · Jaipur Area, India

• CabDay Technologies, a Jaipur based startup is focused on improving commuting through innovation and technology. CabDay aims to provide safe, reliable, comfortable experience at affordable prices.I as an Operation Analyst enjoy working here.