Where I come from
Product, by way of data
I did not arrive at product management through design or through engineering. I came in through data: making numbers trustworthy, then making them useful, then owning the product that produced them. The analytics did not stay the job, but it never stopped being an advantage.
The route
2018 to 2021
Hyderabad, India
Started in data and quality. Anvizent, then Amazon. Learned to make numbers trustworthy before making them pretty.
2021 to 2022
Clermont-Ferrand & Lyon, France
Master's in BI and analytics, then a Sanofi internship in Commercial Excellence. The pivot from analyst to product.
2023 to now
Barcelona, Spain
Product manager for TransPerfect's AI and machine translation portfolio.
Roles
TransPerfect
Product Manager, AI & Machine Translation
Oct 2023 to present
Barcelona, Spain
Own strategy and delivery across the AI portfolio for legal and language services.
- Own strategy and delivery for e-discovery ML (ReefML), MTHub 2.0, and company wide AI cost analytics.
- Drove ReefML production validation at roughly 300K documents. Internal benchmark hit 87% recall on a 22K document matter.
- MTHub: contributed to a 40% usage lift, and shipped the revamped React frontend when engineering bandwidth was tight.
- Built org wide AI spend dashboards across 7 providers into PostgreSQL and Metabase for the C suite.
Sanofi
Business Data Explorer Analyst
Jun 2022 to Dec 2022
Lyon, France
Automated vaccine business data collection for global Commercial Excellence and go to market teams.
- Qlik Sense dashboards backed by a headless CMS.
- Took pipelines to near 100% accuracy, which killed manual reconciliation entirely.
Amazon
Quality Specialist
Nov 2019 to Jun 2021
Hyderabad, India
Reliability work on internal routing and monitoring systems.
- Improved reliability of internal routing and monitoring systems.
- Led Python and SQL training for a team of 8 in Amazon's internal training program.
Anvizent
Data Analyst
Jul 2018 to Feb 2019
Hyderabad, India
BI dashboards built to org architecture standards.
- Designed BI dashboards to org architecture standards.
- Cut a daily data model refresh from 54 minutes to 40, about 26% faster.
Education
Master's, Business Intelligence & Analytics
ESC Clermont Business School, Clermont-Ferrand, France
2021 to 2023
The pivot that deepened BI, analytics, and product minded data work. Still the foundation I use every week.
What I work with
Product
AI & ML
Data & technical
Off the clock
Also: motorcycles, travel.