Build Your Own Investment/Trading Algorithm: Markets, Risk, and Python/AI

من 355.35 SAR /س

Hi! I’m John, a Swiss quantitative trader-developer with an MSc in Finance. I run 30+ systematic strategies (equities, FX, crypto) and love turning complex finance into clear, practical steps you can actually use.

What you’ll learn (mix & match)

Financial markets & macro basics: order types, ETFs vs. stocks, costs/slippage, yield curves, policy shocks, gold/Treasuries as hedges.

Investing & portfolio: asset allocation, volatility targeting, drawdown control, rebalancing.

Build your own strategy: momentum/mean reversion/factors, feature design, backtesting with costs, out-of-sample validation.

AI for finance (intro): simple NLP/sentiment overlays and evaluation pitfalls.

Execution hygiene: from backtest to real-life constraints; monitoring and post-trade review.

How my classes work

Short concept → hands-on build → recap & next steps.

You leave each session with templates, checklists, and notebooks you can reuse.

Who this is for:

Motivated beginners to advanced: high-school (16+), university, career switchers, and active investors.

Coding not required—helpful but optional. I adapt the pace and provide starter notebooks.

Typical 5-lesson path (example)

Markets & risk metrics (returns, drawdown, Sharpe)

Portfolio & position sizing (target vol, costs)

Macro dashboard & regime thinking

Strategy prototype (momentum or mean-reversion) + OOS test

Review, robustness checks, and next steps

Format

Online only, English or French. Schedules available in US time zones.

Materials included: slides, worksheets, starter code, and public datasets.

Education only — not investment advice.

المكان

عبر الانترنت من الولايات المتحدة

من أنا؟

I’m John, a Swiss quantitative trader-developer (MSc Finance, HEC Lausanne). I build and operate 30+ live systematic strategies (equities, FX, crypto) and I love turning complex market ideas into simple, practical skills.

What makes my classes different

Risk-first: volatility targeting, drawdown limits, pre-trade checks, and post-trade reviews.

Production mindset: IBKR/FIX Gateway, MT5, SQL, Docker; clean data + realistic costs/slippage.

Evidence over hype: out-of-sample testing, walk-forward, and clear baselines.

How we work

Short concept explained clearly.

Hands-on build (e.g., SPY risk metrics, macro dashboard, factor screen, or a simple Python/TradingView strategy).

Recap with templates, checklists, and a mini-project to keep you progressing.

Who I teach

High-school (16+) / University / Professionals

Career switchers and active investors seeking discipline and structure

Coding optional—I provide starter notebooks and adapt the pace

Topics you can mix & match
Financial markets basics · Macroeconomics for investors · Portfolio design & risk · Python/AI for finance (sentiment, simple ML) · Building your own algorithm (momentum, mean reversion, factors) · Execution hygiene.

Logistics
Online only, English or French, with US time-zone availability.
Education only—no investment advice.

المستوى التعليمي

Bachelor in Economics and Management - Minor in Finance - University of Geneva
Master of Science in Finance - Quantitative Asset and RIsk Management - University of Lausanne (HEC)

الخبرة / المؤهلات

Quantitative Trader and Developer +7years
BOTs.io - Etoro - Collective2 - Darwinex

Worked for several Hedge funds across the world to develop quantiative investment strategies

السن

الكبار (18-64 سنة)

الكبار (65 سنة فأكثر)

مستوى الطالب

مبتدئ

متوسط

متقدم

المدة

30 دقيقة

45 دقيقة

60 دقيقة

90 دقيقة

120 دقيقة

الدرس يدور باللغة

الإنجليزية

الفرنسية

مهارات

تمويل

الاستثمار

مبيعات

الجاهزية في الأسبوع العادي

(GMT -05:00)

نيويورك

على الانترنت عبر كاميرا ويب

Mon

Tue

Wed

Thu

Fri

Sat

Sun

00-04

04-08

08-12

12-16

16-20

20-24

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- Statistics
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With experience in surgical precision

📈 Private Trading Lessons – CFDs on Stocks & Stock Indices 📉

Do you want to learn how to trade the financial markets seriously and develop a real investment strategy?
I offer personalized courses adapted to your level, from beginner to more experienced trader.

🎯 Proposed program:

Understanding and using the TradingView platform

Basics and improvement of Price Action

ICT & Smart Money Concepts (SMC) methodologies

Analysis via Volume Profile and Liquidity Zones

Reading chart patterns and market structures

Risk Management and Trading Psychology

Application on CFDs on Shares and Stock Indices

✅ Objective: to make you independent in your analysis and decision-making, by developing a rigorous and professional approach with the aim of becoming profitable and profitable.

👨‍🏫 Format:

Online courses (video conferencing, screen sharing, live case studies)

Step-by-step monitoring and support

📩 Contact me now for more information or to book an initial discovery session.

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Become a Trading Pro with NinjaTrader!

Are you passionate about trading and want to master one of the most powerful trading platforms on the market? If so, this ad is for you!

As a seasoned NinjaTrader expert, I offer personalized courses to help you master this exceptional trading platform. Whether you want to learn how to trade manually or automate your strategies using C# and custom indicators, I'm here to guide you every step of the way.

My courses are designed for traders of all levels, from complete beginners to experienced professionals. Here's what you can expect:

- In-depth training on using NinjaTrader, including navigating the interface, executing orders, and analyzing the markets.
- Detailed instructions on creating and optimizing automated trading strategies using C#.
- Practical advice on using custom indicators to refine your technical analysis and make informed trading decisions.

Whether you are looking to generate additional income through trading or make trading your full-time career, my courses will provide you with the knowledge and skills needed to succeed in the financial markets.

Don't miss this opportunity to become a true trading expert with NinjaTrader! Contact me today to reserve your spot and begin your journey to financial success.

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This Masterclass is specifically designed for finance students who want to stand out by proposing a high-quality research project in the field of market finance. You will have the opportunity to master advanced concepts, understand current trends, and discover best practices in financial market analysis.

What you will learn:

The Fundamentals of Financial Markets: Understand the different types of markets (stocks, bonds, commodities, etc.) and the financial instruments used in these markets.

Advanced Data Analysis: Learn how to analyze financial data to identify opportunities and risks in the markets. Use modern tools and techniques to gain insights.

Portfolio Management Strategies: Discover best practices for building and managing an effective portfolio. Study strategies for diversification, asset allocation, and return optimization.

Financial Risk Management: Learn how to assess and manage risks associated with market fluctuations, as well as techniques for protecting your portfolio (hedging, options, etc.).

Designing a solid and innovative final year project: You will be guided through the practical steps of creating your final year project in market finance. We will cover research, data collection, analysis, and presentation of relevant results.

Why join this Masterclass?

Career in Market Finance: If you are considering a career in trading, portfolio management, financial analysis or other areas related to market finance, this Masterclass will provide you with the knowledge and skills you need to succeed.

Practical and theoretical learning: Combine theory and practice to obtain concrete results and skills directly applicable to your final year project.

Exclusive, high-quality content: Modern resources and powerful tools that will help you stand out among your peers.

Join us now and get a head start on your professional journey in market finance!

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SUARDIAZ Group logo
Office Executive Director
Office Executive Director
SUARDIAZ Group · Full-timeSUARDIAZ Group · Full-time
Apr 2024 - Present · 10 mosApr 2024 to Present · 10 mos
Casablanca Metropolitan Area · On-siteCasablanca Metropolitan Area · On-site
Freight Forwarding / Shipping line agency
Multimodal Integrated Logistics Solutions / Air freight
Warehousing & Distribution Facilities
Chartering & Brokerage (Break Bulk & MT Tankers)
Chart-Parties & Demurrage consultancy
Port operations / Cargo & Ship agent / Container handling
Forwarding & Customs Clearance
Administrative and documentation management

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My lessons are designed to help students of all levels excel in finance and business through a structured and personalized approach.

I cover fundamental and advanced topics, including financial analysis, investment strategies, portfolio management, corporate finance, and business case studies. I also help with research projects, academic writing, and exam preparation.

Samira

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This course provides a solid foundation in Finance, covering key topics such as Principles of Finance, Corporate Finance, Investments, and Portfolio Management. Students will learn essential financial concepts, tools, and techniques to make informed business and investment decisions. Through practical examples and problem-solving, the course emphasizes understanding financial statements, time value of money, risk and return, capital budgeting, financial markets, investment strategies, and portfolio diversification. The class is designed to equip students with both theoretical knowledge and practical skills applicable to academic studies, professional careers, and personal financial decision-making.

Ce cours a été pensé pour rendre la finance accessible, même aux débutants, et pour accompagner les apprenants intermédiaires et avancés grâce à une progression structurée.

Ce que vous allez apprendre :

- Comprendre les bases : actifs, passifs, bilan, compte de résultat, cash-flow.

- Lire et analyser des états financiers comme un professionnel.

- Maîtriser les décisions d’investissement, de financement et de distribution.

- Utiliser les concepts clés : VAN, TRI, WACC, ROE, ROCE, BFR, effet de levier, EVA.

- Explorer les marchés financiers : actions, obligations, produits dérivés, private equity.

- Découvrir la finance comportementale, durable et la régulation bancaire.

- Comprendre comment se créent la valeur, le risque et la rentabilité.

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📌 Course content:

Introduction to Public Accounting

Comptables fondamentaux principles

Comptes et plan comptable

Registrations of current operations (achats, vents, trésorerie...)

Magazine, The Big Lever and Balance

Balance sheet and result account

Practical exercises and case studies

Analysis and interpretation of financial situations

🎯 Goals:

Understanding the fundamentals of accounting

Learn how to record and analyze mathematical operations.

Preparing tests or practical work

Developing competencies used in business or for a professional project

Methodology:

The training courses are tailored to the student's level and goals.

Claire et al.'s progressive interpretations

Practical exercises and drills

Personalize and support your family

📍Courses are either online or available at any time.