Institutional Finance

Equity research, macro strategy, and market intelligence for institutional audiences.

Rotman MBA candidate with mechanical engineering discipline, Imperial Oil market experience, and a research profile rooted in energy, equities, cross-asset strategy, and execution-aware analytics.

Equity research Rates & FX Liquidity & volatility Data-driven analytics
Featured coverage

Institutional equity research grounded in sector and macro transmission.

Selected coverage demonstrates valuation discipline, capital allocation analysis, and thesis development across energy, software, and healthcare.

CNQ · Energy & Commodities

CNQ equity coverage: inflation transmission through energy capex.

Research on commodity cycle dynamics, capital intensity, and valuation sensitivity to oil and LNG price regimes.

Thesis: CNQ’s cash flow and return profile are driven by upstream production economics, project execution, and the balance between inflation and realized commodity prices.

Investment rating Overweight Energy cycle Macro sensitivity Cash flow durability
Download report (PDF) PPTX available on request

CSU · Software Compounders

CSU equity coverage: capital allocation and recurring revenue.

Institutional thesis on subscription economics, acquisition strategy, and margin expansion in a software compounder.

Coverage emphasizes customer retention, organic growth levers, and the trade-off between M&A-driven scale and margin leverage.

Investment rating Buy Recurring revenue M&A discipline Quality growth
Download report (PDF) PPTX available on request

ISRG · Medtech & Procedural Growth

ISRG equity coverage: recurring utilization economics.

A research note on procedural demand, installed base growth, and the pathway to sustained EBIT expansion.

Focus on revenue per procedure, durable device adoption, and the structural premium earned by recurring clinical systems.

Investment rating Neutral Healthcare innovation Utilization outlook Procedure mix
Download report (PDF) PPTX available on request
Macro & markets

Strategy work across rates, FX, liquidity, and execution.

Featured work positions macro transmission, liquidity risk, and market structure as the foundation for cross-asset decision-making.

Cross-Asset Macro Strategy

Positioning and regime analysis across rates, FX, and oil.

A strategy note aligning macro regime signals with risk positioning and relative value across major asset classes.

Coverage Rates FX Oil Volatility

Execution & Liquidity Strategy

Liquidity and execution-aware positioning in global markets.

Research on how liquidity, volatility, and market structure inform execution timing and risk management.

Highlights Liquidity Execution Market structure Positioning

Market Structure Framework

Strategic decision-making under evolving market structure.

A framework that links liquidity, protocol design, and execution costs to institutional trading decisions.

Focus Market structure Execution logic Macro transmission Liquidity regimes
Capabilities

Analytics, modelling, and markets infrastructure.

Research and execution support built around disciplined models, repeatable workflows, and decision-ready market intelligence.

Financial modelling & valuation

DCF, relative value, and scenario analysis for equity and commodity-exposed issuers, with a focus on cash flow sensitivity and margin durability.

Data-driven signal monitoring

Market signal systems designed to track liquidity, volatility, positioning, and macro regime shifts across asset classes.

Execution-aware analytics

Decision support that blends execution costs, market structure, and trading liquidity with cross-asset strategy.

Institutional research workflows

Structured analysis, note delivery, and portfolio-ready decks built for investment committees and strategy desks.

Capital markets communication

Clear, concise research framing that preserves analytical rigor while making point-of-view recommendations accessible to institutional decision makers.