American Express, Gurugram, Haryana, India
(December 2021 – Present)
Manager - Data Science
Domain: Data Science, Machine Learning & Artificial Intelligence.
1. Customer marketing models for beyond card products: Responsible for leading a team of analysts with an objective to build & deploy decision science marketing models (response & spend models) for beyond card products.
2. BlueGAN: Contributed towards the enhancement of BlueGAN which is Amex’s synthetic data generation capability.
3. Auto-Retrain (AR): AR aims at automating real-time model refresh, prevents deterioration in model’s performance and eliminates the need for manual performance tracking. Ideated, proposed and implemented foundational enhancements to the framework.
Tata Consultancy Services, Research Labs, Delhi, India
(October 2018 – December 2021)
Senior AI/ML Researcher
Domain: Machine Learning, Deep Learning & Artificial Intelligence.
Research area: Uplift measurement, Recommendation Systems & Ad/Offer optimization.
I was recruited by TCS research and Innovation Labs during campus placements in 2017. My Master's thesis along with strong inclination towards Data Science took me to the R&D group in Delhi.
I have had several publications at venues like NeurIPS, KDD etc. along with multiple patents in the field of dynamic personalization using AI & ML.
Indraprastha Institute of Information Technology, Delhi (IIITD)
(August 2016 – August 2018)
Teaching Assistant
My role was to assist professors in academic duties like teaching, paper setting, exam evaluation, demos, etc.
Sopra Steria India
(October 2015 – June 2016)
Engineer-Development
Project: Gemalto Security
Technical Expertise: PL/SQL with Oracle APEX (Application Express)
My key responsibility areas covered development and maintenance of Gemalto's analytics engine which was developed using PL/SQL as the core. During my service for Gemalto, I had also received Bon Travail acknowledging my exceptional performance in the project.
Sopra Steria India
(July 2015 – October 2015)
Trainee
I joined Sopra Steria India (formely known as Sopra India Pvt. Ltd.) after completing my bachelors from Guru Gobind Singh Indraprastha University (GGSIPU) in 2015. I underwent formal training in Java, .Net and PL/SQL. I had also presented projects in Java and .Net which were graded as the best ones from amongst the batch.