Mario Z. Bitar Email & Phone Number

Montreal, Qc, Ca

Montreal, Quebec, Canada

Toronto, Ontario, Canada

Montreal, Quebec, Canada

• Implemented a Machine Learning model for earnings forecasting in the Tech and Pharma Industries• Feature Engineering for said model including identification of relevant novel features, data qualityanalysis, data sourcing research, communication with data vendors and use-case strategy presentationto key stakeholders.• Performed ad-hoc studies of said data sources relating to data coverage across time and across publiclytraded companies.• Built PowerBI presentations for Key Stakeholders and Directors involved in the projectto present these results and recommend data acquisition decisions.

Montreal, Quebec, Canada

• Front Row Ventures is Canada’s leading university-focused and student-run VC firm with a presence on 20+ university campuses across Quebec and Ontario. • We are early-stage and industry-agnostic investors backing high impact student entrepreneurs with diverse backgrounds and ambitious technology-enabled ideas, regardless of their field of work. • Over the past 5 years, we have invested in 22 companies including Nomic Bio and Valence Discovery. Combined, our portfolio has gone on to raise over $50 million in follow-on funding from top tier investors.• Product Management of an Internal Data Analysis Leveraging Project, developed dashboards and performedanalysis of internal data to guide the investment teams’ decision-making through insight into the trends inboth the firm’s transactions and the VC world in general.• Worked on the design and improvement of FRV’s data strategy including the design of standardized datapractices and quality controls.• Designed and implemented a data pipeline for deal data to enable dashboarding and data analysis of FRV’sdeal-flow.• Trained on the North American Venture Capital Ecosystem through FRV’s “Fieldtrip 2022” program.

Montreal, Quebec, Canada

• Created and ETL’ed data models covering SG America’s entire Risk and Compliance datalibrary (thousands of controls and incident-reports, millions of data points most of which were lackingdocumentation) requiring an extensive understanding of the entire Governance, Risk and Complianceframework and related controls and issues of SG America.• Built PowerBI dashboards with the above designed for C-Suite executives to present High Level RiskDepartment Data to enable data-driven decision-making.• Performed data quality checks on large SQL server databases. Spearheaded data extraction correctioninitiatives improving data quality in said databases.• Performed Ad-Hoc Data analytics and dashboarding for various PMs using RSA Archer data.

Montreal, Quebec, Canada

Bachelor Of Science - Bsc, Computer Science And Statistics , Minor In Economics

Dec, Pure And Applied Sciences

• Graduated with Honours and Distinction on the Dean's List. • Dawson Chess Club Co-Founder and internal exec.