Worked with: Wolseley Canada, Shopify, RBC Insurance, Ant PC,  Airport Authority of India, and Ministry of Communications and Information Technology of India.

Work experience

August 2025 – Present

iGaming Ontario

Lead, Enterprise Data & Business Intelligence

• Designed and implemented an enterprise revenue forecasting methodology leveraging player journey, player-segment revenue modelling, and ARIMA time-series forecasting, achieving over 98% forecast accuracy and enabling proactive financial planning and executive decision-making.

• Led the quantitative impact assessment of Ontario's centralized self-exclusion initiative by modelling player migration and technology-driven behavioral changes across operator platforms, providing executive leadership with data-driven revenue scenarios that informed strategic planning ahead of implementation.

• Conducted a comprehensive cross-jurisdictional revenue-share analysis by acquiring, validating, and synthesizing external market intelligence across 15+ jurisdictions, delivering evidence-based recommendations that supported policy and decisions by the Ministry of Tourism, Culture and Gaming.

• Partnered with senior leaders across Strategy, Technology, Regulatory Affairs, and Operations to deliver multiple high-impact analytics initiatives, translating complex analytical findings into executive-ready recommendations that informed strategic decision-making and strengthened stakeholder alignment.

• Mentored and coached 4 analysts through technical guidance, code reviews, and career development, improving team capability, fostering a high-performance analytics culture, and increasing delivery efficiency by 25%.

• Established enterprise reporting standards, KPI governance, and analytics best practices that standardized executive reporting, reduced reporting turnaround time by ~50%, improved data quality, and increased transparency into Ontario's iGaming market performance.

July 2023 – Aug 2025

Weidmuller Canada

Business Intelligence Manager

(Promoted from the Analyst to the team Manager position on January 1st 2025 in recognition of outstanding performance and results)

• Led a team of 3 while demonstrating exceptional leadership, stakeholder engagement, and project management skills; with the innovation driven approach, enhanced analytical capabilities in the organization

• Engineered and deployed a state-of-the-art opportunity identification system - association analysis, alerting the sales team of sales gaps with key customers, increasing the annual revenue by $3.7M

• Architected the organization’s transition from excel-driven approach to a scalable cloud data warehouse infrastructure - Snowflake, achieving unparalleled vertical integration of the analytical tools and significantly enhancing data processing, storage, and accessibility

• Implemented a sophisticated blend of SAP, Python and SQL to develop an in-house ETL tool from ground up to meet the unique business requirements, reducing the manual interventions in data extractions and manipulations by 99%, and increasing the data accuracy by 97%

• Developed a machine learning algorithm from ground up to seamlessly integrate sales with geodata, rendering a 360-view of the business performance, leading to a continuous stream of the valuable opportunity insights

• Created a Centralized Analytics Hub for all the analytical tools – a dashboard of dashboards, enhancing data accessibility and usability for stakeholders across all levels

• Designed and deployed the Business Intelligence ticketing system, increasing the client satisfaction by 27% and introducing end-to-end process visibility for the stakeholders

Wolseley Canada Inc.

Business Intelligence Analyst

• Conducted GIS based research with the aim to expand the retail branch network, formulating recommendations for the company executives to strategically target underserved markets

• Utilizing advanced SQL and cloud data-warehouse, reengineered the financial month-end process to enhance oversight on procurement trends, improving the process time by 95%

• Served as an SME for data infrastructure requirements for implementation of the new customer insights platform

• Strategized, designed, and implemented the Salesforce Sales and Marketing Cloud platform from the ground up by utilizing Agile Project management approach, successfully deploying the platform to a large user-base by employing effective change management techniques

• Collaborated with cross-functional units to understand business needs and translate them into insightful and dynamic Tableau and Power BI dashboards

• Conducted knowledge sharing sessions with the new members throughout the organization, building strong and lasting relations with the internal stakeholders, and enhancing the data-driven culture in the organization

Costing Specialist, Vendor Data Governance

• Developed advanced KPI dashboards for the Data Governance team for periodic reporting by using Tableau, enhancing the oversight on team’s performance to identify strengths and opportunities for the business

• Designed a database management system using Python and MS Access to overcome the limitations of existing ERP system, allowing to capture and analyze historical product cost trends

• Implemented AI powered Data extraction and manipulation tool, cutting down the process time by 90% and increasing the accuracy by 74%

• Standardized and documented the costing statistics data capturing process to encourage best practices

DeGroote School of Business, McMaster University

Sessional Instructor

• Designed and delivered the new Predictive Analytics for Managers (MMGMT713) course from the ground up for the award-winning, analytics-focused MAIDM program, equipping experienced industry professionals to apply AI effectively in real-world business settings

• Redesigned and delivered the Data Analytics with Python (O712) course to the MBA program

• Co-designed and delivered the Decision Making with Analytics (2DA3) to the undergraduate program

• Collaborated with corporate partners to enhance courses by integrating emerging analytical techniques

Shopify Inc.

Support Apprentice

• Managed D2C e-commerce business of high net-worth retail clients. Developed project lifecycle for a new mobile site including strategy, design (UI/UX), testing, and implementation, increasing revenue by 25%

• Strategized the implementation of Shopify Payments fraud identification system that analyses multi-million cross-border payments and flags high-risk transactions, reducing chargebacks by 20%

• Served as a business coach for 50+ brick-and-mortar stores to develop an effective online business strategy for a successful transition to an online business model, enabling them to flourish in the changing consumer market

• With outstanding results and feedback from merchants and team members, got a recommendation for contract extension by the team lead

Project Ant PC | ACRO Engineering Company 

Senior Technical Executive

• Led technical support team and streamlined daily workflow by implementing process protocols; team achieved 20% better time efficiency

• Created international customer base with minimal marketing expenses, resulting in 30% increase in domestic and international sales revenue and improving brand reputation

• Delivered keynote speech on Artificial Intelligence in Operational Research Department at University of Delhi; added one more government body as a client

• Facilitated E-commerce portal redesign to improve user-friendliness, advance cyber security; Automated Business Processes with the new added features, saving CA$21,600 annually in VS&A and FS&A costs

Ministry of Communications and Information Technology, India

Engineering Intern

• Led a team of 4 to design a code search software that reduced the task-time by 80%; software is still used by Department of Electronics and Information technology

• Organized a departmental training session to familiarize team members with the new tool

• Delivered project ahead of deadline, receiving recognition letter from Additional Director of the department

Airport Authority of India

Engineering Intern

• Developed a computer brain exercise board-game, implementing EZ windows graphics tool on Linux integrated with an intermediate programming language

• Facilitated the software documentation process

• Presented project on submission day, receiving positive feedback from project mentor