Neha Divya Singh

Senior Engineering Manager, Dovetail Financial - Kubeflow · Ray · PyTorch

Dovetail Financial

Lisbon, Portugal · WET (UTC+0)

12+ years experience

École Polytechnique

English, Portuguese

Hiring Open to work

Messaging unavailable

Overview

Senior Engineering Manager at Dovetail Financial, focused on ML infrastructure. Built the experimentation framework 22 product teams use to ship changes safely. Before that: Accenture and BlaBlaCar. Most at home with Ray and model serving.

Good reasons to reach out

Roles in ML infrastructure
Candidates for the role I'm hiring for
Questions about ML infrastructure
Working sessions on Kubeflow
Speaking or podcast invitations

Please don't message about

Requests to fix your code for free
Generic networking requests

Skills

RayKubeflowPyTorchmodel serving

HiringHiring for a role

closes in 3 months

8 mobile engineer roles open on the ML platform team in Lisbon

Role: Mobile engineer
Level: Senior
Type: Full-time
Work mode: Hybrid
Compensation: $189k-$227k + equity
Team: ML platform, 10 people
Start: Within two months
Must have: Production experience with model serving Production experience with PyTorch Ownership of something end to end
Process: 3 conversations, no take-home

Comp €97k-€115k. Four conversations, no take-home. Message me with one thing you shipped that you're proud of.

Lisbon, Portugalkubeflowraymodel serving

Open

Open to workLooking for a role

closes in 3 months

Next role: ML Engineer in HR tech, Lisbon or hybrid

Target roles: ML Engineer
Level: Mid
Industries: E-commerce, Consumer apps
Work mode: Hybrid
Available: 30 days notice
Work authorization: Authorized to work in Portugal
What I'm looking for: Scope to lead ML infrastructure work, with a manager who gives direct feedback.
Not interested in: Night shifts

18 years in ML infrastructure. Strongest at model serving and Kubeflow. Available from next month.

Lisbon, Portugalpytorchraykubeflow

Open

Experience

Senior Engineering Manager
Jul 2024 - Present
Dovetail Financial · 2 yr 3 mo · Contract · Lisbon, Portugal
- Shipped 20 launches on the ML platform team without a rollback.
- Built the experimentation framework 22 product teams use to ship changes safely.
Engineering Manager
Nov 2021 - Jul 2024
Accenture · 2 yr 8 mo · Full-time · Lisbon, Portugal
- Led the migration of 79 services to Kubeflow.
Engineering Manager
Mar 2019 - Nov 2021
BlaBlaCar · 2 yr 8 mo · Full-time · Lisbon, Portugal
- Brought on-call pages for ML platform down from 16 a week to 1.
- Built the experimentation framework 20 product teams use to ship changes safely.
Engineering Manager
Sep 2017 - Mar 2019
Just Eat Takeaway · 1 yr 6 mo · Full-time · Lisbon, Portugal
- Shipped a rewrite that took build times from 27 minutes to under 2.
ML Engineer
Oct 2014 - Sep 2017
L'Oréal · 2 yr 11 mo · Full-time · Lisbon, Portugal
- Wrote the metric definitions the leadership team reviews every week.

References

No references yet.

Education

École Polytechnique
Ingénieur, Computer Engineering
2003 - 2007

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