MG

Investment banking · Summer 2027

Mikhail Glukhov

USC Marshall junior targeting Summer 2027 investment banking roles.

Valuation, financial modeling, and the data work behind them.

Target marketsNew York · Singapore · Hong Kong

Mikhail Glukhov outside Doheny Memorial Library at USC.
  • USC MarshallBS Business Administration (STEM-designated)
  • May 2028Graduation
  • 3.84 / 4.00GPA
  • Feb 2027CFA Level I

Experience

[1]
  • USC Marshall — Finance & Business Economics Nov 2025 – Present
    Research Assistant to Professor Rodney Ramcharan
    What I did
    • Built a Python ETL pipeline that processed 1,303,758 ProQuest TDM Studio newspaper documents from 1950–2002 into 18,070,399 candidate rate observations.
    • Designed block-level institution and product binding, regulatory and plausibility tests, and an auditable three-tier evidence system that retained 401,597 offers passing the stated gates.
    • Clustered 33,857 institution-name strings into 17,680 entities and recorded the evidence rung behind every assigned lender location.
    • Deliver written reports and statistical summaries to Professor Rodney Ramcharan as the research continues.

    The research remains unpublished. Counts describe rows passing evidence gates, not measured precision.

  • Voglio Nov 2025 – Present
    Chief Financial Officer
    What I did
    • Built a 3-year Excel pro forma projecting $4.39M of Year-3 revenue from subscription and venue-advertising streams; all forward figures are assumptions, not realised results.
    • Modelled premium conversion, app-store fees, venue revenue, CAC, infrastructure costs, operating expenses and an illustrative LTV using a one-year customer lifetime.
    • Built the VC presentation and recruited two interns to gather supporting information; Voglio progressed through the competition's initial stage.
    • Planned three social-video shoots for campaigns in Mykonos, Rome and Los Angeles/Long Beach; other team members executed the shoots and Voglio published the videos.

    The $4.39M figure is an assumption-driven projection. Approximately $325K is a fundraising target, not capital raised.

  • Brave — early-stage consumer startup May 2025 – Sep 2025
    Marketing & Outreach Intern
    What I did
    • Built and maintained the outreach database and wrote an automation script that generated personalised messages from it, contacting 550+ influencers, engineers and partner organisations.
    • Sourced and screened the founding technical team, including two CTO-level engineers; organised partner calls and closed one influencer partnership.
    • Built partnerships with university IT clubs and student networks.

    Internal growth multiples from this role are omitted: they were self-reported by a private company with no external source.

  • USC Global Investment Society Sep 2024 – Present
    Member — Investment Academy
    What I did
    • Investment Academy, Feb–Jun 2025: led a 4-member team pitching Overweight on Northrop Grumman (NYSE: NOC); jointly built the 10-year DCF and comparable-companies analysis with a teammate.
    • Analysed six years of income statement, balance sheet and cash flow performance via Capital IQ to underpin the investment thesis.
    • Explore Program, Sep 2024 – Jan 2025.

Work

[2]

Select a project to open its full analysis, methods and results.

Each page states its question, method, assumptions, data source and as-of date, and ends with what I would do differently. Valuation work is an academic exercise, not investment advice.

Education

[3]
  • University of Southern California — Marshall School of Business May 2028
    BS Business Administration (STEM-designated) · GPA 3.84 / 4.00 · Dean's List — Fall 2024, Spring 2025, Fall 2025 and Spring 2026

Coursework

Advanced Business Finance · Financial Accounting · Applied Business Statistics · Microeconomics · Macroeconomics · Operations Management

Languages

English — Fluent
Russian — Native
Mandarin — Conversational

Certifications

  • CFA Level ICFA Institute — Candidate — exam scheduled February 2027
  • DCF ModelingWall Street Prep — Completed
  • Accounting Crash CourseWall Street Prep — Completed
  • Bloomberg Market ConceptsBloomberg — In progress

Skills

[4]
  • DCF valuationNorthrop Grumman pitch — 10-year model, dual terminal value
  • Comparable companiesNorthrop Grumman pitch — EV/Revenue and P/E against six defence primes
  • WACC buildNorthrop Grumman pitch — CAPM cost of equity, capital-structure weighting
  • Sensitivity analysisNorthrop Grumman pitch — WACC against terminal growth and exit multiple
  • Pro forma modelingVoglio — 3-year assumption-driven revenue and P&L forecast
  • Unit economicsVoglio — CAC, app-store fees and illustrative one-year LTV
  • Market sizingVoglio — TAM/SAM/SOM behind the investor deck
  • Capital IQNorthrop Grumman pitch — six years of financial statements
  • FactivaRamcharan research — historical source retrieval
  • Bloomberg TerminalBloomberg Market Concepts, in progress
  • Excel modelingVoglio pro forma and the jointly built Northrop Grumman DCF
  • Python — pandas, ETLRamcharan research — 1,303,758 documents into 18,070,399 candidates
  • Regex and NLP parsingRamcharan research — OCR text extraction from newspaper scans
  • AWS SageMakerRamcharan research — pipeline execution at scale
  • JupyterLabRamcharan research — analysis and statistical summaries
  • Process automationBrave — outreach database and message generation

Each skill names where it was used. The square is that employer's colour.

Tools

[5]

Contact & key docs

[6]

What STEM-designated means

Science, technology, engineering & mathematics

STEM describes fields built around scientific, quantitative and technical methods. USC Marshall designates all of its undergraduate degrees as STEM programs, reflecting their quantitative and technology-focused curriculum.

Which majors qualify?

Examples include engineering, computer science, mathematics and the natural sciences, along with certain programs in data science, business analytics and quantitative business. Designation depends on the specific degree program and its classification, not just its name.

Why it matters

The curriculum emphasizes analytical reasoning, working with data and using technology to solve business problems—useful foundations for financial analysis and decision-making.

An additional benefit for eligible graduates

Eligible F-1 graduates may apply for a 24-month STEM OPT extension after post-completion OPT. Approval is conditional: the degree and employment must qualify, the employer must participate in E-Verify, and a formal training plan is required. STEM designation alone does not grant work authorization.