Anton Ladnyi, CFA — Founder, A.L. Capital Advisory, ex-Goldman Sachs, ex-J.P. Morgan
Founder · Portfolio Architect

Anton Ladnyi, CFA

A.L. Capital Advisory · Berlin, Germany
Goldman Sachs Equity Research
J.P. Morgan Wealth Management
CFA Institute Charterholder · Member
Who is Anton Ladnyi, CFA?

Anton Ladnyi is a CFA Charterholder and the founder of A.L. Capital Advisory, a boutique quantitative investment advisory in Berlin. He spent over a decade working inside two of the world's most demanding financial institutions — Goldman Sachs Equity Research and J.P. Morgan Wealth Management — where he applied the same institutional frameworks he now deploys for private clients across Europe. He holds the CFA Charter from the CFA Institute and is an active CFA Institute Member. His advisory is fee-only: no products, no commissions, no structural conflict of interest.

10+
Years in Institutional Finance
CFA
CFA Institute Charterholder
2
Tier-1 Investment Banks
Career

Institutional Background

A decade inside two of the world's foremost financial institutions forms the analytical foundation of every client engagement at A.L. Capital Advisory.

2016–2018
London
Goldman Sachs
Equity Research Analyst
Produced fundamental equity research on European equities, developed sector DCF and relative valuation models (EV/EBITDA, P/B excess-return), and contributed to institutional research distributed to Goldman's global asset management clients. Applied quantitative screening, factor analysis, and earnings modelling within the firm's research governance framework.
2018–2022
London · Frankfurt
J.P. Morgan
Wealth Management Advisor
Advised private clients on strategic asset allocation using J.P. Morgan's institutional portfolio construction methodology — including mean-variance optimisation, Black-Litterman model calibration, and Monte Carlo simulation. Developed and maintained Investment Policy Statements governing client mandates. Executed rebalancing, drawdown protocols, and tax-efficient restructuring for UHNW European clients.
2022–
Berlin
A.L. Capital Advisory
Founder & Portfolio Architect
Founded A.L. Capital Advisory to deliver institutional-grade portfolio strategy directly to private clients, without the product conflicts inherent in bank wealth management. Operates on a fee-only basis. Clients receive the same Black-Litterman allocation models, CVaR risk measurement, and formal Investment Policy Statements used at the institutional level — applied personally, with direct access to the advisor.
Credentials

CFA Institute Verified

The CFA designation is the most rigorous credential in the investment management industry — a three-level examination programme covering financial analysis, portfolio management, ethics, and quantitative methods, completed over a minimum of three years. Anton passed all three levels and was awarded the CFA Charter by the CFA Institute. He is an active CFA Institute Member and adheres to the CFA Institute Code of Ethics and Standards of Professional Conduct.

CFA Charter
CFA Charterholder — CFA Institute
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CFA Member
CFA Institute Charterholder Member
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CFA Level III
CFA Level III — Portfolio Management & Wealth Planning
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CFA Level II
CFA Level II — Asset Valuation & Financial Reporting
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CFA Level I
CFA Level I — Investment Tools & Ethics
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Philosophy

Why I built this practice

Institutional finance has a structural problem. The analytical rigour applied inside investment banks and asset managers — Black-Litterman optimisation, Monte Carlo simulation, formal governance documents — is not inaccessible to private investors. It is simply not offered to them, because the bank wealth management model is built on product distribution, not on advice.

The advisor at your bank is compensated by product sales. The independence of their recommendation is compromised before the meeting starts. A.L. Capital Advisory operates on the opposite structure: fee-only, with no product shelf, no commissions, and no conflict between what serves the client and what generates revenue for the firm.

The same frameworks applied at Goldman Sachs and J.P. Morgan, applied personally, with full transparency about every assumption and every trade-off.

— Anton Ladnyi, CFA · A.L. Capital Advisory

Every client engagement is grounded in CFA Institute standards. The Investment Policy Statement you receive is the same governance document used by pension funds and endowments. The risk assessment produces your actual risk-aversion coefficient, not a segment label. The portfolio allocation uses a Bayesian posterior framework — not a product tier.

Methodology

The analytical framework

Every engagement draws on the same quantitative architecture developed and refined across a decade of institutional practice. These are not models borrowed from textbooks — they are the tools used professionally at Goldman Sachs and J.P. Morgan, now applied directly in client mandates.

Portfolio Construction
Black-Litterman Model
Bayesian posterior allocation that blends market equilibrium returns with specific investor views, producing stable, diversified portfolios without the instability of classical mean-variance optimisation.
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Risk Measurement
CVaR & Tail Risk
Conditional Value-at-Risk quantifies expected loss beyond the 95th–99th percentile, capturing the tail risk that standard deviation systematically ignores. Applied across portfolio stress scenarios.
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Projection & Scenario
Monte Carlo Simulation
10,000+ path simulation of portfolio outcomes under correlated asset returns, calibrated to your time horizon, contribution schedule, and target wealth goal. Delivered as a probability distribution, not a point estimate.
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Governance
Investment Policy Statement
A formal written mandate governing your allocation targets, rebalancing rules, drawdown protocols, and concentration limits — the same document structure used by every institutional investor. Removes emotion from portfolio decisions.
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Covariance Estimation
Ledoit-Wolf Shrinkage
Shrinks the sample covariance matrix toward a structured target, reducing estimation error in portfolios with many assets. The industry standard for robust covariance estimation in the presence of limited historical data.
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Equity Valuation
DCF & Intrinsic Value
Full discounted cash flow valuation across technology, financial, healthcare, and defensive sectors. Terminal value mechanics, WACC sensitivity, and margin-of-safety calibration applied to 60+ global equities.
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Work with Anton Ladnyi, CFA

Start with a Portfolio Health Check

A written diagnostic of your current holdings — correlation matrix, concentration risk, factor attribution, and one single highest-leverage action. Written personally by Anton within 48 hours.

Portfolio Health Check → Read the Research