Shruti
Data Scientist
Warsaw, Poland · Europe/Warsaw (UTC+2) · 6 years of experience
Shruti focuses on turning messy data into tested models and useful decisions.
Request a shortlistWhy this profile fits
Decision-first problem framing
Starts with the decision, target metric, and data limits before choosing a model or analytical method.
Validated modeling
Uses holdouts, experiment design, and error analysis to separate a useful signal from a convincing notebook.
Clear operational handoff
Documents assumptions, monitoring needs, and the path from analysis to a decision or production workflow.
Relevant toolkit
PythonSQL
scikit-learn
PyTorch
dbtDelivery evidence
Selected work
Model Supply-Chain Controls
enterprise softwareDesigned and delivered a decision-grade modeling system focused on model supply-chain security; introduced signed artifacts and provenance controls across 60 model and container releases. The release included clear assumptions, reproducible analysis, holdout validation, stakeholder review, and monitoring guidance.
AI Artifact Provenance Registry
enterprise software operationsBuilt the supporting control and measurement layer for the primary system, covering review queues, regression checks, operational visibility, and a documented handoff to the owning team.
Relevant experience
Career timeline
Data Scientist
2024–PresentDevlyn client assignments · Remote
- Led model supply-chain security delivery for a enterprise software team and introduced signed artifacts and provenance controls across 60 model and container releases.
Full-stack Developer
Feb 2026–PresentDevlyn AI · Warsaw, Poland
- Built production systems in enterprise software, with increasing ownership of reliability, testing, and stakeholder delivery.
Laravel Developer
Jun 2025–PresentViitorCloud Technologies · Warsaw, Poland
- Built production systems in enterprise software, with increasing ownership of reliability, testing, and stakeholder delivery.
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Skill depth
Show experience in context.
Relevant experience by skill
See the complete skill index
Languages
Frameworks
Tools
Platforms
Storage
Paradigms
Credentials
Certifications
AWS Certified Machine Learning Engineer – Associate
Amazon Web Services · 2025 · Certified
dbt Analytics Engineering Certification
dbt Labs · 2024 · Certified
Communication
Languages
English
Fluent
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