Miklos Petridisz

- MLflow Technology & working with experiments - Tracking and analyzing ML model metrics - Using MLflow central model store to manage a model's lifecycle

- Azure/AWS, Delta, Structured Streaming, Autoloader, SQS, Databricks, Python/Scala (etc) - Real-time data lake solutions - Technical Writing; Publication & Case Study - Predictive Maintainance - Delivering training and talks at companies/conferences

The Spark + AI Summit is the largest data & machine learning conference in the world. 3x2+ talks: - (1) Practical Problem-solving in Finance: Real-time Fraud Detection with Apache Spark - (2) Practical Problem-solving in Healthcare: Machine Learning and BI with Apache Spark - (3) Practical Problem-solving in Manufacturing: Real-Time Data Processing and Optimizations with Apache Spark

Master of Science in Business Analytics; Department of Economics and Business - Topics included: Encryption, Cloud Computing, Virtual Machines, Serverless Solutions in the Cloud, Image and Text recognition, Spark Architecture, Spark internal operations, Spark SQL and DataFrames in Spark, R, Python - Wrote ~300 pages of technical documentation - Course satisfaction: 98% (overall)

Master of Science in Business Analytics; Department of Economics and Business - Topics included: End-to-end real-time pipelines with AWS and Spark, data processing systems in production, real-time data infrastructure and use-cases - Message Brokers, Structured Streaming, Kinesis Analytics, Machine Learning - Co-developing a Learning Management System (LMS) with incorporated JWT authentication & Spark kernels for the administration, documentation, tracking, reporting, and delivery of educational courses

Master of Science in Business Analytics; Department of Economics and Business - Data Engineering 4: Building A Data Platform in the Cloud

Developed advanced Databricks Delta Lake capstones in Scala, Python, and SQL (PySpark, Spark SQL) with a team, worked across development, testing, deployment to ensure continuous operation of build and test systems.

Implemented automated keyword extraction using natural language processing tools, lemmatization and stemming on scraped data, managed AWS in-memory writes to defined S3 buckets, added event schedulers with alerting based on keyword popularity and rankings, used Spark DataFrames, data transformations, and mappings.

GlovEye: Gloves that “translate” printed text into Braille for the blind - Awards: Chivas Venture Competition (2017) National Winner, Pitch @ Palace (2018) National Winner –endorsed by The Royal Family, Forbes 30 Under 30 Nominated Candidate by the Associate Editor at Forbes, Europe, Social Entrepreneurs list, Highlights of Hungary - KPMG Special Award, Highlights of Hungary - Special Award

MFC Equity is an international investment club. Its mutual fund is pooled by the group’s handpicked partners, who actively manage their long-only equity portfolio with $70K+ AUM beating the S&P500 by more than 30%+ in the last two years - Managed parts of the equity portfolio and held workshops

Startup Mechanics, Building Products, Product Market Fit, Product Design, and Prototyping, Growth, Building Engineering Teams, Running Startups

- Conducted fundamental analysis and researched potential sources of alpha by employing a growth investing strategy through bottom-up fundamental analysis to identify investment targets that fit the overall growth strategy - Prepared stock pitch presentations - Held workshops on portfolio building, asset class selection etc.

- Developed an application with a team for international environmental organizations - Delivered weekly presentations, attended Microsoft’s 6-month Startup Academy and Presentation Skills courses - Mentored by Jean-Philippe Courtois - Executive Vice President and President, Microsoft Global Sales, Marketing and Operations

AAM is a 20-year-old Management Consultancy operating in 50 countries - Engineered a test environment for a European bank’s online financial software - Coordinated a team of software engineers with whom we successfully debugged the application before market roll-out

C Projects: - Creation of a compiler and VM that can compile then execute assembler source code - Creation of a Unix and Linux shell command executer with all of its options: environment, history, compilations, job control, signal, fork, and line control - Creation of a file transfer protocol through a network. (FTP protocol compliant)

Entirely self-taught - Ghost produced, sound designed and mastered tracks - Composed songs that were played by BBC Introducing - Collaborated with several artists

Modules included Quantitative Methods, Industrial Organization, Economics I, Economics II, Academic Writing

Mathematics and English - higher level

Admittance is highly selective and is limited to the best performing high school students. The institute runs an after school program that prepares High school students to enter Ivy League and top universities in Europe. Coursework: Harvard Business Cases, Macro- and Micro-economics, Management