Personal details

Puneet J. - Remote

Puneet J.

Timezone: Edinburgh (UTC+1)

Summary

Love to create products which enable smarter/automated decision-making using data at scale. I like going into new areas and tackling problems that can be solved by applying data science.

Work Experience

Senior Data Scientist
Collinson | Dec 2019 - Present
Python
Machine Learning
Deep Learning
Microservices
As part of Collinson Central Services have been actively Involved in maintaining and building data solution to enable smarter/automated decision making. Involved in designing and creating the Group Data Lake to enable faster deployment of data solution across the organisation while implementing Start of the Art Security and Compliance Practices. Designed and build Pricing Optimisation Engine leveraging Bayesian Optimisation and advance ML models to optimise the price based on any objective function . Led to double digit uplift in group profit in the latest cycle of optimisation Build Recommendation Engine for The loyalty redemption Website using Micro-service Architecture. Build real-time dashboard to Identify occupancy of a lounge in real-time Working on creation of automated brand impact framework and fraud detection system.
Data science And Engineering Manager (India
Collinson | Apr 2019 - Nov 2019
Python
PostgreSQL
Machine Learning
Big Data
Tableau
Deep Learning
As part of Collinson Central Services have been actively Involved in maintaining and building data solution to enable smarter/automated decision making. Involved in designing and creating the Group Data Lake to enable faster deployment of data solution across the organisation while implementing Start of the Art Security and Compliance Practices. Designed and build Pricing Optimisation Engine leveraging Bayesian Optimisation and advance ML models to optimise the price based on any objective function . Led to double digit uplift in group profit in the latest cycle of optimisation Build Recommendation Engine for The loyalty redemption Website using Micro-service Architecture. Build real-time dashboard to Identify occupancy of a lounge in real-time Working on creation of automated brand impact framework and fraud detection system.

Personal Projects

Recommendor system for Loyalty Redemption Website
2020
Python
Deep Learning
Microservices
Build DL based Recommend-or System (Micro service Architecture) for loyalty redemption website for one of the biggest Airline in middle east let to double digit uplift in clicks to conversion rate
Real Time Price Optimisation Engine for Online Travel Insurance Firm
2019
Python
Machine Learning
Microservices
Developed a Price optimisation engine using Bayesian optimisation for Travel Insurance Company Led to Doubl digit increase in conversion in the latest simulation cycle