Dhruv, data scientist

Dhruv

Data Scientist

Ahmedabad, India · Asia/Kolkata (UTC+5:30) · 6 years of experience

Dhruv focuses on turning messy data into tested models and useful decisions.

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Why 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

PythonSQLscikit-learnPyTorchdbt

Delivery evidence

Selected work

Internal Data Modeling Project

internal product engineering

Designed and delivered a decision-grade modeling system focused on data modeling and analysis; delivered analysis-ready datasets for internal decision-making. The release included clear assumptions, reproducible analysis, holdout validation, stakeholder review, and monitoring guidance.

PythonSQL

Reporting Pipeline Improvement

internal product engineering operations

Built 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.

PythonPyTorch
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Relevant experience

Career timeline

Data Scientist

2024–Present

Devlyn client assignments · Remote

  • Led data modeling and analysis delivery for a internal product engineering team and delivered analysis-ready datasets for internal decision-making.

Software Engineer, Data Scientist

2021–2023

internal product engineering product company (confidential) · Ahmedabad, India

  • Built production systems in internal product engineering, with increasing ownership of reliability, testing, and stakeholder delivery.

Skill depth

Show experience in context.

VerbalCommunicationDomainUnderstandingProblemSolvingCodeQualitySystemDesignDeliverySpeed
Competency shapeAssessment across the same six dimensions used for every profile.

Relevant experience by skill

Python6 years
SQL5 years
scikit-learn4 years
PyTorch3 years
Experiment Design6 years
Statistics5 years
See the complete skill index

Languages

PythonTypeScriptSQLBash

Frameworks

SQLscikit-learnPyTorchpandasPolarsXGBoost

Tools

MLflowdbtStreamlitGitHub ActionsDocker

Platforms

DatabricksGoogle Vertex AIAWS SageMakerSnowflake

Storage

SnowflakeBigQueryPostgreSQLDelta Lake

Paradigms

Causal inferenceForecastingModel validationDecision science

Credentials

Certifications

dbt Analytics Engineering Certification

dbt Labs · 2023 · Certified

Google Cloud Professional Machine Learning Engineer

Google Cloud · 2026 · Certified

Communication

Languages

English

Fluent

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