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

From 134 C$ /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.

Location

Online from United States

About Me

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.

Education

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)

Experience / Qualifications

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

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

Age

Adults (18-64 years old)

Seniors (65+ years old)

Student level

Beginner

Intermediate

Advanced

Duration

30 minutes

45 minutes

60 minutes

90 minutes

120 minutes

The class is taught in

English

French

Skills

Finance

Investing

Sales

Availability of a typical week

(GMT -04:00)

New York

Online via webcam

Mon

Tue

Wed

Thu

Fri

Sat

Sun

00-04

04-08

08-12

12-16

16-20

20-24

Fatih

5.0

(41)

I have PhD in economics from Georgetown University and I have a BA in economics from Bogazici University. Over the past 10 years I have worked as a professor of economics and finance in different universities. I have also given training programs both individually and at the corporate level in financial management. Below are some topics that I cover in my training programs.
• Understanding Financial Statements
• Financial Statements Analysis
• Time Value of Money and Its Applications to Real Life Issues
• Bond Valuation
• Equity Valuation
• Capital Budgeting and Investment Appraisal
If you want to improve your finance skills that would be best training program that you should take.

Ritika

5.0

(41)

The teaching methodology will be based on your course content and your objectives. My aim is primarily to help you with the concepts and application of that knowledge when submitting assignments and answering questions. I am passionate about teaching. I love sharing my knowledge and experience with my students. I am a life long learner and deeply passionate about books and learning new things. I teach students at High school, Undergraduate and Graduate levels.

Youssef

5.0

(41)

Welcome to this Masterclass in Market Finance!

You are about to dive into the exciting world of financial markets and discover the keys to successfully completing your Final Year Project (PFE) in this dynamic field.

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!

Kevin

5.0

(41)

► EXPERT BUSINESS, ACCOUNTING, FINANCE & ECONOMICS TUTOR FROM SWITZERLAND
► IB, A-LEVEL, IGCSE & INTERNATIONAL SCHOOL SUPPORT

I completed my Master’s degree in Business Information Systems at a Swiss University of Applied Sciences, where my academic background strongly combined business, finance, economics, mathematics, analytical thinking and problem-solving. This technical and business-oriented foundation shaped the way I teach today: clearly, logically and with a strong focus on real understanding.

For many years, I have successfully supported students in Business Studies, Accounting, Finance and Economics. As a tutor from Switzerland, I bring a structured, patient and highly individual teaching style to students who want to improve their grades, prepare for important exams and build real confidence in business-related subjects.

My lessons are designed for students who want more than just memorizing definitions and formulas. I focus on understanding business concepts, applying financial logic, interpreting economic relationships and solving accounting problems step by step.

► EXAM PREPARATION & ACADEMIC SUPPORT

► IGCSE BUSINESS, ACCOUNTING & ECONOMICS
I help students build a strong foundation in business concepts, financial calculations and economic thinking. My lessons include clear theory explanations, topic-by-topic revision and exam-style practice to prepare students confidently for their assessments.

► A-LEVEL BUSINESS, ACCOUNTING, ECONOMICS & FINANCE
A-Level subjects require strong analytical thinking, clear written arguments and confident application of theory to real business situations. I support students with structured revision, essay technique, calculation practice, case-study analysis and preparation for demanding exams.

► INTERNATIONAL BACCALAUREATE — IB BUSINESS MANAGEMENT & ECONOMICS
I provide structured support for IB students, focusing on deep understanding, strong terminology, analytical writing and exam technique. Students learn how to explain concepts clearly, analyse case studies, evaluate decisions and structure high-quality answers.

► INTERNATIONAL SCHOOL PROGRAMMES
I support students following international, bilingual and private school curricula in Business Studies, Economics, Accounting, Finance, Commerce and Management. Since every school can have different expectations, I adapt my teaching to the student’s syllabus, textbook, teacher requirements and exam format.

► UNIVERSITY & FOUNDATION COURSES
For older students, I offer support in Accounting, Corporate Finance, Economics, Business Administration, Financial Management, Statistics and quantitative business modules. I help students understand difficult theory, solve assignments, prepare for exams and develop strong analytical skills.

► HOW I TEACH

► I FOCUS ON REAL UNDERSTANDING, NOT MEMORISATION.
I explain business, accounting and economic concepts step by step so students understand the logic behind the theory and can apply it confidently in exams.

► I CONNECT THEORY WITH REAL BUSINESS EXAMPLES.
Business and economics become easier when students can see how concepts work in real life. I use practical examples to make topics clear, relevant and memorable.

► I SIMPLIFY COMPLEX CALCULATIONS.
In Accounting and Finance, I break calculations into clear steps so students understand what is given, which formula is needed and how to reach the final answer correctly.

► I TRAIN EXAM TECHNIQUE CAREFULLY.
Students learn how to structure answers, use key terminology, analyse case studies, justify decisions and manage time under exam conditions.

► I ADAPT EVERY LESSON TO THE STUDENT.
Every student learns differently, so I adjust my explanations, pace, examples and practice questions to match the student’s exact level and goals.

► YEARS OF EXPERIENCE WITH IB, A-LEVEL, IGCSE & INTERNATIONAL SCHOOL STUDENTS

Over the years, I have successfully supported students from prestigious schools and demanding academic programmes, helping them strengthen their understanding, master exam techniques and achieve excellent progress in Business Studies, Accounting, Finance and Economics.

► ONLINE LESSONS

► Interactive whiteboard
► Clear digital notes
► Personalised exercises
► Exam-style practice
► Flexible lesson structure
► Focused one-to-one support from Switzerland

Online lessons are structured, personal and highly effective. Students can ask questions directly, follow every step in real time and review the materials after the lesson.

► MY GOAL

My goal is not only to improve grades, but to help students become confident, independent and analytical thinkers. With the right guidance, Business, Accounting, Finance and Economics become logical, practical and much easier to master.

► SUBJECTS: Business Studies, Accounting, Finance, Economics, Business Administration, Management
► LEVELS: IGCSE, A-Level, IB, International School, Foundation Courses, University Modules
► FORMAT: Online tutoring from Switzerland
► FOCUS: Deep understanding, exam confidence, analytical thinking and long-term academic success.

Léo

5.0

(41)

• Teaching methodology and techniques: I favour a personalized approach, adapting the courses according to the profile and academic background of each student.
• Typical course structure: tutoring in economics, econometrics, statistics and probability, financial mathematics, trading, investment, or political economy. Courses can take place at home, via videoconference, or at a pre-selected location, ideally quiet, free, and conducive to learning.
• Specifics as a teacher: I offer support throughout the school year, with free corrections of exercises outside of class, regular availability, and the guarantee of being accessible until the end of the year, subject to the general conditions of Superprof.
• Target audience: all levels, regardless of diploma, class or specific characteristics.
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The path and the method are in there; take a little bit of each.

Holding a degree in mathematics from EPFL, I offer private lessons in Geneva or online.

I graduated from EPFL with a degree in mathematics, having completed all the Bachelor's level courses in this discipline. I have gained significant experience tutoring students from middle school to university level (mathematics and physics). I have also assisted with teaching at EPFL, particularly in specialized courses such as analytic geometry (advanced mathematics course), analysis (first and second year Bachelor's level), and linear algebra (first year Bachelor's level). My in-depth mastery of the theory in these disciplines provides me with the skills and teaching abilities necessary to effectively support high school and university students, helping them understand the theoretical concepts in their courses and apply them practically in their exercises.

Typical course: a quick review (adapted to needs) of the essential concepts of the course, followed by practical exercises and oral role-playing (going to the board, discussion on the physical meaning, etc.), as in a competitive oral exam.

All my lessons are prepared in advance based on the topics covered in class (the student specifies their needs from one session to the next). I also create a handout containing sample exercises illustrating different methods, fully corrected and explained by me.

My commitment to my students' success is absolute. I only prioritize motivated students who are ready to put in the necessary effort to progress.

My main focus is on in-depth understanding and the quality of work. Depending on the student's request, I can also suggest exercises to do between sessions (not mandatory, depending on available time and homework already assigned by their school).

Vivek

5.0

(41)

Bypass the textbook. Learn how ESG, Carbon Finance, and Environmental Management operate in the real world using live corporate case studies.

Are you trying to break into the booming sustainability sector, or do you need to master complex environmental frameworks for your university exams? The biggest gap in ESG education today is that it relies on outdated theory instead of actual industry practice.

I am an active Corporate Strategist and Deputy Manager directing large-scale, multi-million-dollar climate finance and ecosystem restoration portfolios. As a PMI Six Sigma Green Belt certified professional, my daily work involves aligning massive corporate projects with Science Based Targets (SBTi) and designing carbon offset models under Verra's Verified Carbon Standard (VCS).

In this class, we bring the boardroom and the field directly to your screen. We will analyze real corporate sustainability reports, build GIS-based carbon accounting models, and evaluate live ESG compliance.

➤ CORE TOPICS WE CAN COVER:

Carbon Markets & Climate Finance: Deep dive into carbon offsetting, Verra VCS methodologies (including VM0047 ARR), and Lifecycle Assessments (LCA).

ESG Compliance & Reporting: Navigating CSRD, ESRS, materiality assessments, and detecting corporate greenwashing.

Environmental Science & Ecology: Practical applications of agroforestry, Miyawaki afforestation, and soil organic carbon analysis.

Project Management & Execution: Applying PMI principles to corporate sustainability, budget optimization, and stakeholder alignment.

➤ MY TEACHING APPROACH:
I design 100% customized, data-driven curriculums. I do not use generic platform-provided content. Whether you need structured mock exams for your academic modules or a comprehensive career-mentorship program to transition into the ESG sector, we will build a roadmap tailored to your exact goals.

Send me a message with your current learning objectives, and let's book a session to start building your strategic edge in the sustainability sector.

Kian

5.0

(41)

I provide individual tutoring in Accounting, Finance, Economics and related quantitative business subjects for students at school, vocational, Fachhochschule and university level.

My academic background is in Business Information Systems at a Swiss University of Applied Sciences. This combines business, economics, mathematics, statistics, finance, data and analytical problem-solving.

I have several years of teaching experience and have supported students preparing for school examinations, vocational qualifications, Fachhochschule modules and university exams.

Accounting topics can include:

- Financial Accounting
- Bookkeeping
- Debit and credit
- Journal entries
- Balance sheet
- Income statement
- Opening and closing entries
- Accruals
- Depreciation
- Inventory
- VAT
- Swiss accounting exercises
- Cost Accounting
- Management Accounting
- BAB
- Cost allocation
- Contribution Margin
- Break-even analysis
- Cash Flow Statement
- Financial ratios

Finance topics can include:

- Simple interest
- Compound interest
- Present value
- Future value
- Annuities
- Financial Mathematics
- Investment calculations
- NPV
- Investment appraisal
- Bonds
- Shares
- Risk and return
- CAPM
- WACC
- Corporate Finance
- Financial ratios
- Quantitative finance exercises

Economics topics can include:

- Microeconomics
- Supply and demand
- Elasticity
- Market equilibrium
- Consumer theory
- Producer theory
- Costs
- Revenue
- Profit
- Market structures
- Perfect competition
- Monopoly
- Macroeconomic fundamentals
- Business Economics
- Quantitative Economics

Related quantitative subjects can include:

- Business Statistics
- Probability
- Quantitative Methods
- Regression
- Data interpretation
- Financial calculations
- Applied Mathematics for business students

My teaching approach is based on understanding the logic behind each calculation.

For quantitative questions, we normally use a clear structure:

- What is given?
- What needs to be found?
- Which formula or accounting principle applies?
- Why does it apply?
- How is the result calculated?
- What does the final number actually mean?

This is particularly useful in Accounting and Finance.

Students sometimes learn one example mechanically and then become confused when the wording or numbers change in an examination. I therefore use different question styles so that students learn to recognise the underlying principle.

Lessons can be used for:

- Regular semester support
- Homework and exercises
- Closing knowledge gaps
- Exam preparation
- Intensive revision
- FH examinations
- University examinations
- Repeating previously failed modules
- Improving calculation speed and accuracy

I explain concepts in a structured and practical way and adapt the level of detail to the individual student.

The aim is to make Accounting, Finance and Economics feel logical, organised and manageable rather than like complicated collections of formulas and rules.

Lennart

5.0

(41)

Would you like to learn how the financial markets truly operate and discover how to make better investment decisions?

If so, I am here to help.

I have been professionally active in the financial markets for institutional clients for several years, specializing in both short-term trading and long-term investing.

Throughout this period, I have gained extensive hands-on experience and achieved above-average returns utilizing various trading and investment strategies.

Additionally, through my corporate professional work, I have mentored and trained other traders and long-term investors.I believe it is crucial for people to receive accurate, independent information about investing and trading.

The internet is flooded with information that is incomplete, misleading, or simply incorrect. This often leads people to make poor choices and take on unnecessary risks.That is why I want to leverage my knowledge and practical experience to give you a realistic, well-founded perspective on the financial markets.My goal is not to promise you quick riches, but to equip you with the knowledge and skills needed to make better, well-considered financial decisions for yourself.

I will teach you the essential knowledge and skills required to understand the financial markets, analyze companies and stocks, and confidently make well-informed investment decisions on your own.

My lessons are practical and tailored to your specific level of knowledge and personal learning goals. We combine theory with real-time examples from current financial markets, ensuring you don't just understand what you are doing, but, more importantly, why.

Brad

5.0

(41)

A strong presentation shouldn’t sound like someone reading a document out loud.

The best speakers know what they want to communicate, understand what their audience needs, and have enough command of their material to speak naturally—even when the conversation takes an unexpected turn.

This intermediate-level class is designed for professionals, university students, researchers, entrepreneurs, educators, and others who already have some experience speaking or presenting but want to become clearer, more persuasive, and more comfortable speaking without relying heavily on a script.

We’ll focus on the practical skills that turn a prepared presentation into real communication, including:

* Identifying the central message you want your audience to remember
* Organizing a presentation around ideas rather than a written script
* Speaking naturally from notes, slides, or an outline
* Opening strongly and establishing credibility
* Explaining complicated ideas clearly
* Using examples and stories to make information memorable
* Developing a confident and conversational speaking style
* Using voice, pace, pauses, movement, and body language effectively
* Designing slides that support rather than compete with the speaker
* Reading the audience and adjusting in the moment
* Handling questions and unexpected interruptions
* Responding when you don’t immediately know the answer
* Making persuasive arguments without sounding overly rehearsed
* Closing with a clear message or call to action

One of the biggest transitions in becoming a strong presenter is moving from memorizing what you plan to say to truly understanding what you want to communicate. When you know the structure and purpose of your presentation, you gain the freedom to speak more naturally, respond to your audience, and remain composed when things don’t go exactly as planned.

My approach is highly practical. If you have an upcoming presentation, lecture, pitch, interview, conference talk, meeting, or class assignment, bring it with you. We can work directly on the structure, language, delivery, slides, timing, and difficult questions you may encounter. We can also record and review practice presentations when useful.

My background combines many years as a professional actor with experience as a university lecturer, researcher, trainer, author, and public speaker. Those careers have taught me something important: professional communication is not about putting on a performance. It is about being prepared enough that you can stop worrying about the words and start communicating with the people in front of you.

The goal of this class is to help you move beyond simply “getting through” a presentation and become a speaker who is clear, credible, adaptable, and genuinely engaging.

Dan

5.0

(41)

Want to Learn Forex Trading or started and need help? Whether a complete beginner or trading novice looking to be more profitable. Invest in your self. Get expert 1 on 1 training from a 20 year pro.

I bring 20 years' experience in trading the FOREX and CRYPTO financial markets, specialising in strategy development, algorithmic trading and risk management.

Having recently retired from full-time professional trading, I’m now looking to pass on the skills, knowledge and experience to those starting out, as well as traders looking to become more consistent and profitable.

The Forex market is a minefield working against inexperienced traders. The sad reality is most will lose money before ever developing the skills needed to trade effectively. I can teach you how to avoid these mistakes and provide the training and knowledge you need to become a profitable trader that suits your own personality, financial goals and lifestyle.

This is not group training. Instead 1 on 1 going at your own pace.

Annelot

5.0

(41)

As a finance professional (formerly of KPMG and EY) with 10 years of experience, I specialize in mergers and acquisitions. In this role, I have had the opportunity to look behind the scenes of many (financial) companies, ranging from small to large. I have experience with financial statement analysis, (complex) financial analysis, financial modeling, reporting findings with clear conclusions, and working with large datasets in Excel. My lessons are free-format and can be tailored to your needs! From secondary school (Economics, Management & Organization) to university (including thesis supervision), and ranging from homework assistance and tutoring to specific questions regarding certain subjects or projects. I would be happy to schedule a brief intake to discuss your needs and tailor the lessons accordingly. Do you like using smart AI, or would you prefer to combine the lesson with some fresh air? Let's explore the possibilities together!

Daniel

5.0

(41)

Learn from a 20 year veteran of finance with a PhD in Business from Harvard University. You will discover how to start your own business either online, or in person at a physical location. You will also learn how to get funds to start your business and grow it, as well as how to effectively market yourself and your business without spending a lot of money. The knowledge and resources I share with you will save you time, money, and frustration!

Konstantinos

5.0

(41)

I have 20 years of experience tutoring Economics, Business and Finance, and I teach finance from A Level through to Masters level.

My finance background: MPhil in Management with Distinction from the University of Cambridge (Judge Business School), where I studied Accounting and Finance, Financial Reporting, Capital Markets and Strategic Valuation. I also hold a PhD in Economics from UCL, and I taught Financial Institutions to undergraduates at Queen Mary, University of London. I have also worked in equity research and asset management, so I can show how the theory is used in practice.

What I cover
• Corporate finance: time value of money, NPV and IRR, cost of capital, capital structure, dividend policy
• Valuation: DCF, multiples, company analysis
• Financial reporting and accounting: financial statements, ratio analysis, cash flow
• Capital markets, portfolio theory, CAPM, bonds and derivatives basics
• Banking, money and financial institutions
• The finance units of A Level Business and IB Business Management
• Guidance on finance essays, coursework and dissertations
• Interview preparation for finance and consulting roles, including case studies and numerical tests

How I work
We start with your course outline and recent work to see where you are losing marks or getting stuck. Many students can follow the formulas but struggle to decide which method to use or how to interpret the result. We work on that directly, using your own problem sets and past papers.

Lessons are online and one to one. Send me a message through Apprentus with your course, level and what you would like to work on.

Bruno

5.0

(41)

I'm here to help you make sense of top-down macroeconomic fundamental analysis in generating investing & trading ideas. I'm providing thinking frameworks, generalist industry knowledge, professional tools, and career advice to aspiring economists, investors, traders, and financial professionals.

Aya

5.0

(41)

I am an Assistant Professor of Finance and Accounting with over 15 years of teaching experience in higher education and a PhD in Finance and Accounting. I help students understand complex finance and accounting concepts by breaking them down into clear, simple, and practical steps. I tailor my teaching approach to each student’s needs, whether they are looking to strengthen their fundamentals, improve their academic performance, prepare for exams, or develop stronger analytical and problem-solving skills. My goal is not only to help students achieve better results, but also to build their confidence and develop a genuine understanding of the subject.