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

Van 80.62 € /h

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.

Locatie

Online vanuit Verenigde Staten

Over

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.

Opleiding

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)

Leservaring

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

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

Leeftijd

Volwassenen (18-64 jaar oud)

Senioren (65+ jaar oud)

Niveau van de leerling

Beginner

Gemiddeld

Gevorderden

Duur

30 minuten

45 minuten

60 minuten

90 minuten

120 minuten

De les wordt gegeven in

Engels

Frans

Vaardigheden

Financiën

Investeren

Verkoop

Beschikbaarheid typische week

(GMT -05:00)

New York

Online via webcam

Mon

Tue

Wed

Thu

Fri

Sat

Sun

00-04

04-08

08-12

12-16

16-20

20-24

Ellen

5.0

(1)

Based on your own course material, I can guide you in your accounting or financial analysis training.

For the financial analysis you can also contact me for a course of 10 lessons in which you learn everything about the analysis of the financial statements:
- you get a basic understanding of the rules of accounting
- you recognize all parts of the financial statements and understand what they stand for
- you can deduce the health of a company from the annual accounts using various analysis techniques
- you learn to interpret the results of the analysis
- you can use the analysis for making investment decisions, preparing a credit application with the bank

Simone

5.0

(1)

I have been trading financial instruments as a private trader since 2016, thanks to my experience I can advise, train and teach financial trading to students as well as people interested in learning about Finance and the Economy.

What you will learn in this class:

1) Collection and analysis of data from multiple sources (Economic data, indexes, financial reports, balance sheets, etc..) and across multiple sectors, creation of models and trend projections, knowledge and use of trading indicators on financial instruments and economic data.

2) Data Collection - Data Analysis - Data Management - Data Mining - Data Processing - Data Modelling

3) Analytical Thinking and Adaptability skills

4) Trading of financial instruments: commodities, fixed income, equity and equity derivatives, other financial products like ETF, CFD, Futures, Certificates, and knowledge on only of funds, Options, and Forex.

5) Study of Finance, Economics, Economic dynamics, Data Economics and Economic statistics

6) Study of the 11 broad GICS sectors:

1. Energy 2. Materials 3. Industrials 4. Consumer Discretionary 5. Consumer Staples 6. Health Care 7. Financials 8. Information Technology 9. Telecommunication Services 10. Utilities 11. Real Estate

7) Study of Politics and Geopolitics and its dynamics and effects on the global, regional and local economies

8) Financial and business thinking

9) Data-driven mindset

Davit

5.0

(1)

Nice to meet you! My name is David. I started in accounting and financial administration a long time ago and never stopped. In the Netherlands I followed my primary, secondary and academic education in accounting. My goal in teaching and coaching is to get the best out of people. I am an enthusiastic accountant with a lot of knowledge and experience that I gladly pass on to others. As a result, I adapt effortlessly to every level of the student. You can contact me as a beginner but also as an advanced person. Would you like help in preparing for admission to secondary vocational education or higher professional education in the field of financial administration or extra lessons for the final exam? I'm happy to help you with that too.
My goal is to help students and entrepreneurs move forward. I teach you to assess customer administration, prepare annual accounts and tax returns and advise you on optimizing work processes. My classes can be online or offline. I adapt flexibly to any situation.

Do you want to experience how it goes first? No problem! Feel free to contact me for a trial lesson. Bye!
David

Eline

5.0

(1)

Hi all!

I am an investment banking associate with with 5+ years of experience in M&A and private equity in the UK. Having worked in a premium investment bank and investment firm in London, I am hoping to help you get the offer you are looking for.

More specifically, I can help students and professionals with the following:
- CV coaching
- Cover letter writing
- One-on-one coaching your interview skills

The class will give you insights into how to reach your best potential and be prepared for specific interviews in corporate finance, investment banking and private equity. We will go through all steps on how to prepare yourself for specific institutions.

Feel free to contact me for further information!

Tom

5.0

(1)

About me
My name is Tom and I obtained my master's degree in Finance & Investments from Erasmus University. I enjoy sharing my enthusiasm and knowledge about topics such as business economics, economics, finance and accounting with everyone I mentor! During and after my studies I worked at an investor, investment bank and scientific research institute, and I am currently setting up my own company. I have been tutoring regularly since 2020; both to high school students and to adults pursuing a master's degree.

About my coaching
If you are struggling with a specific topic, we can see together what you are good at and what we can best focus on during the sessions. Some courses that I have supervised in the past are: business economics, economics, mathematics, bookkeeping/accountancy, cost accounting, managerial accounting, financial accounting, business economics (beco), risk management and investments. I provide advice on learning methods, how to best prepare for the subject and how to best read test questions. This method turns out to be very effective!

Why choose my tutoring?
- I'm quick to put my finger on the sore spot
- I adapt my lessons to the latest exam requirements and developments in the profession
- I teach pupils/students methods to apply to exams and exams

Sarah

5.0

(1)

In this 1 on 1 conversation we go through your personal finances to see where we can optimize. We are not taught how to handle money, manage our household budgets or invest in the future at school and often not at home either. So enrich your life by taking control of your finances and become the master of your own life.

Leo

5.0

(1)

Correctly interpreting financial documentation can be very difficult at first. It is very important for entrepreneurs to understand how the business is translated into figures. In these lessons I like to zoom in on the business plan, what you should pay attention to in the figures and how a third party assesses the data.

If drawing up a business plan requires some financial input, I will also be happy to explain how this can be added. Please feel free to contact us with any questions or to discuss a case.

Pieter

5.0

(1)

Hello, I'm (retired) Group-CFO EMEA region of a global accounting and consulting company (Big 5). I'm now tutoring as coaching has always been a key part of my job and I enjoy sharing knowledge. My vast professional experience is a very valuable complement to your theoretical courses.
Graduated as master in Business Administration and Finance stands for comprehensive theoretical knowledge.
Analytical and problem solving in real-world environment acquired during my professional career.
Being retired I offer a very flexible schedule.
Best regards,
Pieter

Daan

5.0

(1)

"Corporate Finance and Investment Finance for Beginners and Advanced" is a comprehensive course designed to cater to individuals at various levels of expertise in the finance domain. Whether you're a novice looking to build a strong foundation or an advanced practitioner seeking to refine your skills, this course offers a well-rounded exploration of key concepts in both corporate and investment finance.

For beginners, the course begins with fundamental principles, introducing participants to financial statements, valuation techniques, and the basics of corporate financial decision-making. Through accessible explanations and real-world examples, participants will gain a solid understanding of financial concepts, setting the stage for more advanced topics.

Advanced learners, on the other hand, will delve into intricate aspects of corporate finance such as capital structure optimization, risk management, and mergers and acquisitions. The investment finance segment explores portfolio management, asset pricing models, and advanced trading strategies, providing seasoned professionals with the tools to navigate complex financial landscapes.

Throughout the course, a blend of theoretical insights and practical applications ensures that participants not only grasp theoretical underpinnings but also develop the analytical skills necessary for effective decision-making in corporate and investment finance. By the end of the program, participants will emerge equipped with a comprehensive toolkit, ready to navigate the intricacies of financial management at both corporate and investment levels.

Vito

5.0

(1)

I, Vito, understand that the art of selling is about more than just numbers. It's about you, your skills, and your potential. That's why I offer sales training designed specifically to enhance your sales skills and help you unlock your full potential.

Why Choose My Training?

Practical Insights:
My training sessions are not just theoretical. I provide you with tools and techniques that you can immediately apply in your daily work. Imagine leaving each session with concrete, new skills to implement right away.

Experienced Coach:
As a seasoned professional with years of experience in sales, I share my valuable practical knowledge and tips with you, so you can learn from the best in the field.

Personal Growth:
I focus not only on improving your sales techniques but also on your personal development. Increased self-confidence, better communication, and greater motivation are just a few benefits you'll experience.

Flexible Training:
Whether you prefer an intensive workshop or a long-term coaching program, I offer a range of options to suit your needs and schedule.

My Training Covers:

- Effective customer communication
- Strategic negotiation
- Sales-specific tools
- Building long-term customer relationships
- Innovative sales techniques and data usage
- Sales conversation training

I ensure that you not only learn how to sell more but also how to retain your customers and build valuable relationships.

Why You Need This:

See this training as an investment in yourself. It's your opportunity to refine your sales skills, learn new techniques, and stand out in the competitive world of sales. With my support, you'll become more confident in conversations, negotiate better, and ultimately close more deals.

Ready to take your sales skills to the next level?
Contact me today for more information or to book a training session.
I believe in your potential and am here to help you maximize it!

Niek

5.0

(1)

I am a former tutor from Maastricht University, currently working in an industry position as a Finance & Control Consultant. Fortunately for you, I miss my teaching days quite a lot and therefore still work as a private tutor on the side!

I have completed a Master's in Accountancy (formally Accounting and Business Information Technologies) at Maastricht University, and have taught the following courses for the AIM and Finance departments:

o Accounting and Financial Reporting (EBC1037/EBC1038)
o Finance (EBC1026)
o Managerial Finance and Accounting (EBC2615)
o Accounting (BENC2010)
o Corporate Governance (EBC2020)
*overall tutor grade: 8.8/10

If you are struggling with any of the above subjects, or have general questions regarding Accountancy and/or Finance, feel free to contact me!

Sander

5.0

(1)

I specialize in tutoring finance, economics and business economics to students and adults. In this course aim to challenge my students by having them work through increasingly complex exercises. As I am a big believer in learning by doing, I strongly focus my classes on practical exercises , and try to keep lecturing and theoretical explanations to a minimum.

Dennis

5.0

(1)

Via Etsy is het mogelijk om zelfgemaakte producten aan een groot publiek aan te bieden. Tijdens de lessen leren we hoe je kan verkopen op Etsy. We bekijken het proces van product tot verkoop.
Etsy kan een enorme impact hebben op jouw creatieve bezigheden, het geeft een deugddoend gevoel om zelfgemaakte producten tot ver buiten België te kunnen verkopen.

Milena

5.0

(1)

I teach the basics of futures trading, and I bring 2 years of hands-on experience in these markets to help you learn effectively. Futures trading can seem complex at first, but I break it down into simple, practical steps so anyone can understand and start applying it.

This is a course of 5 (60 minute classes), I only teach in english.

Lesson 1: What Futures Are: I explain what a futures contract is, how it represents an agreement to buy or sell an asset at a predetermined price on a future date, and why traders use them.

Lesson 2:. Going Long and Short: You’ll understand the difference between taking a long position (expecting prices to rise) and a short position (expecting prices to fall), and how to apply these strategies in real market scenarios.

Lesson 3:Leverage and Margin: Futures allow you to control large positions with a small amount of capital. I teach how leverage works, how to calculate margin requirements, and why proper risk management is critical to avoid big losses.

Lesson 4: Risk Management: Personally the most important part: I show practical ways to protect your capital, set stop-losses, and manage trades so you can stay in the game longer while minimizing unnecessary risk.

Lesson 5:Practical Examples and Trading Mindset: Beyond theory, I provide real examples, explain chart reading basics, and guide you on how to develop a disciplined trading mindset.

Elham

5.0

(1)

Selling is not about pressure or manipulation, it’s about understanding people, building trust, and communicating value clearly.
In this practical workshop, I share real-life sales and customer communication skills based on over 20 years of hands-on customer service experience and 9 years in retail, combined with an academic background in MBA (Strategy) and a PhD in Policy.
This class is designed for people who want practical, usable skills, not theory.

What you will learn:
✨️How to communicate confidently with customers
✨️How to understand customer needs quickly
✨️How to handle objections naturally (without stress or pressure)
✨️How to sell ethically and professionally
✨️How to adapt your communication style to different personalities
✨️Common mistakes that lose sales and how to avoid them

Who this class is for:
Retail and shop staff
Customer service professionals
Freelancers or small business owners
Anyone who wants to improve their communication and selling skills
This session is interactive, realistic, and based on real workplace situations — not scripts or generic sales tricks.