SUBHABRATA NAG
Technical Project Manager
Abu Dhabi
Summary
Experienced in project & product management using Agile methodologies and leading Scrum teams, majorly led data science, machine learning & MLOps projects across different domains, and built end-user products using these solutions. Additionally, experienced in pre-sales and client engagement, and operational strategy development to streamline internal processes.
Overview
8
8
years of professional experience
5
5
years of post-secondary education
Work History
Engagement Manager - Data & Analytics
MiQ Digital
Bengaluru, India
04.2022 - 10.2022
- Created and implemented quality check framework across all US regions for MiQ. Reduced turnaround time by 50%, and reduced data error by 70% and improved quality of insights.
- Initiated and led efforts towards creating automations around certain request types, in the process simplifying reach/frequency calculations, cross DSP incremental reach, and audience segment creation. Reduced turnaround time on such requests by 80%.
- Stakeholder engagement by creating framework to manage expectations, delivery and initiative strategic conversations
Internally, created agile framework to mobilize and engage team, initiate best practice and documentation efforts.
Associate Engagement Manager
Quantiphi Inc.
India
03.2019 - 01.2022
- Managed MLOps projects (Semiconductor industry) involving creation of Machine Learning Pipelines on GCP. Result delivered shows cost savings and KPIs of prediction latency ~1s, resulting in real time faster defect detection. Positive CSAT with stellar work delivered resulted in 1mil$+ engagements in portfolio
- Built Data Science Platform for Insurance Provider's internal pricing team. MVP helped in user auth, data protection, environment/notebook creation and BI reports by reducing SLAs of infra setup, security, and building models from weeks to days. Adopted by 100+ Data Scientists, with plans to include more features in next minor and major releases.
- Built automated pipeline for streamlining Claim Adjudication process for insurance provider, which was productized using UI to facilitate easier usability for end user. Solution comprised of document digitization pipeline, insurance benefit prediction and respective claim payment according to complex guidelines prediction. Reduced TAT from 15-24 manual hours to ~15 minutes for insurance adjudicator.
- Led strategy, roadmap, and development of in-house Customer-360 insurance product providing insights into customer's life-time journey, and delivering personalized experience. Resulted in converting multiple sales leads, averaging business of $700K +
- Led Market Mix analysis for fortune 500 insurance client - analyzed, measured, and facilitated optimization of marketing return on investments and tactics across multiple channels. Productized this solution by building User Interface which calculates ROI for investments for respective channels for Marketing team
- Led project to optimize existing deep neural network models for genomics company resulting in reduced inference time (~28mins to ~2.25mins), and effectively less cost. Involved using GCP services and Nvidia TensorRT
Assistant Manager
WNS Global Services
India
11.2015 - 03.2019
- At WNS, dealt with BHT, U&A, and POS data to discover patterns in sales, supply and distribution majorly focusing on North American feminine care market and present predictive and prescriptive analytics solutions
- Applied Data Science techniques to analyze brand performance, perform segment and category analysis
- Performed opportunity analysis using data, extensive research and market analysis to identify high impact retailers, brands and sub brands.
- Strengthened merchandising and promotional strategies to drive customer engagement and boost sales
Analyst
Ernst & Young
India
01.2015 - 10.2015
- Analyzed and planned for individuals based out of Singaporean & Australian organizations (tax planning and filing)
- 10+ return filing per day during tax season.
Education
Master of Science - Economics, Statistics & Mathematicas
University of Calcutta
India 06.2012 - 06.2014
Bachelor of Science - Economics
University of Calcutta
India 06.2009 - 06.2012
Skills
Product & Project Management
Machine Learning/Data Science, Statistics
Business intelligence & Analysis
MS Office, Google G Suite
SQL, R, GCP, AWS, JIRA, Figma, Google Data Studio
Strong Communicator
Work Availability
monday
tuesday
wednesday
thursday
friday
saturday
sunday
morning
afternoon
evening
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Timeline
Engagement Manager - Data & Analytics
MiQ Digital
04.2022 - 10.2022
Associate Engagement Manager
Quantiphi Inc.
03.2019 - 01.2022
Assistant Manager
WNS Global Services
11.2015 - 03.2019
Analyst
Ernst & Young
01.2015 - 10.2015
Master of Science - Economics, Statistics & Mathematicas
University of Calcutta
06.2012 - 06.2014
Bachelor of Science - Economics
University of Calcutta
06.2009 - 06.2012