Sonika Reguraj

Data Scientist

Woodbridge, Ontario, Canada0 mo experience

AI EnabledAI ML Practitioner

Key Highlights

Expert in data analytics and machine learning.
Proven track record in financial forecasting and reporting.
Strong background in business intelligence and data visualization.

Stackforce AI infers this person is a Data Scientist with expertise in manufacturing analytics and financial data analysis.

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Skills

Core Skills

Data IntelligenceMachine LearningFinancial AnalysisData VisualizationBusiness Analysis

Other Skills

Analytical SkillsAnalyticsArtificial Intelligence (AI)Artificial Neural NetworksAttention to DetailAzure Data Factory (ADF)Big-Picture ThinkingBusiness Intelligence (BI)Cascading Style Sheets (CSS)Cash FlowCoachingData LoadingData PatternsDatabasesExploratory Data Analysis

Experience

Martinrea international

Data Scientist

May 2025 – Present · 10 mos · Toronto, Ontario, Canada · On-site

Working as a Data Scientist in the automotive sector, specializing in welding data analytics. Responsible for extracting, processing, and analyzing large-scale weld history and schedule data from manufacturing systems to support quality control and process optimization.
Developed Python pipelines to collect and transform welding data (VIEWR API, MongoDB, JSON, Excel).
Analyzed weld resistance traces to identify patterns, optimize schedules, and detect anomalies.
Built models to monitor cycle times, convergence points, and control limits across large weld datasets.
Supported integration of weld data with PolyML for predictive analytics and machine learning applications.
Provided insights to improve weld quality, reduce downtime, and enhance manufacturing efficiency.

Data IntelligenceExploratory Data AnalysisUnsupervised LearningStatistical Data AnalysisDatabasesMachine Learning+5

Mercury tax

Financial Analyst

May 2024 – Dec 2024 · 7 mos · Vaughan, Ontario, Canada · On-site

Developed pricing and promotional analysis for tax compliance and financial reporting, ensuring alignment with regulatory and business objectives.
Enhanced reporting capabilities by integrating data from Azure Data Factory (ADF) for improved analysis and decision-making.
Utilized MS PowerBI to create dynamic dashboards, providing actionable insights for financial reporting and tax compliance.
Collaborated with stakeholders to automate workflows using Power Apps, streamlining data input processes and reducing inefficiencies.
Key Achievement: Designed and implemented a financial forecasting model, enhancing prediction accuracy by 20% and directly supporting strategic business planning and cost reduction initiatives.

Tax PreparationCash FlowCoachingGenerally Accepted Accounting Principles (GAAP)Analytical SkillsAttention to Detail+8

Sparkout tech solutions inc.

Business Analyst

Aug 2022 – Nov 2022 · 3 mos · India · On-site

Worked with cross-functional teams to integrate business intelligence (BI) tools for real-time pricing and promotional insights.
Designed interactive dashboards for stakeholders, improving visibility into pricing data and driving 10% growth in promotional effectiveness.
Utilized statistical analysis tools to identify data patterns , offering actionable recommendations to enhance pricing strategies.
Key Achievement: Achieved a 30% reduction in reporting turnaround times through automation and real-time data integration.

Business Intelligence (BI)Statistical AnalysisData PatternsInteractive DashboardsBusiness AnalysisData Visualization