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 2025Present · 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 2024Dec 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 2022Nov 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

Education

Western University

Master's degree — Data Analytics

Sep 2023Sep 2024

Kumaraguru College of Technology

Bachelor of Engineering - BE

Aug 2018Jun 2022

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