👋 Hi, I’m @markboenigk
I'm a Data Engineer working at Capital One. I'm automating processes and insights in Retail Bank by utilizing Python, Spark, SQL, and Javascript on platforms like Databricks and Snowflake.
Outside of my work at Capital One im working on several projects around aviation, Formula 1 and AI/ML. Most of the time I'm utilizing AWS services like S3, Lambdas, EC2 or Dynamo DB to let my projects become reality.
- 📫 How to reach me: https://www.linkedin.com/in/mark-boenigk/
| Project | Description |
|---|---|
| Telegram Workout Tracker | Telegram bot to track and measure workouts and progress. The bot is hosted on AWS with Lambdas and is utilizing the Telegram API. Tech Stack: Python, Telegram API, AWS Lambda, Dynamo DB, AWS Secret Manager |
| Formula 1 Race Predictions with AWS Lambda | Automated serverless ML pipeline that predicts F1 race finishing positions using real-time weather data, historical performance metrics, and XGBoost models. Features event-driven orchestration, feature engineering with DuckDB, ONNX inference, and predictions stored in DynamoDB. Tech Stack: Python, XGBoost, DuckDB, ONNX, AWS Lambda, S3, DynamoDB, EventBridge, Open-Meteo API |
| Video Transcription and Summarizer | Telegram bot to extract information from videos (Instagram Reels) by transcribing and summarizing them. The bot is hosted on AWS Lambdas and utilizes the Telegram API, Whisper API to transcribe the videos, and the OpenAI API to summarizes the content. Tech Stack: Python, Telegram API, AWS Lambda, Dynamo DB, OpenAI Whisper, Open AI Response API, AWS Secret Manager |
| Airport Flight Data Analysis | Analyzes flight data from an airport for a specific day(s). It utilizes the Flightaware Aero API to fetch the data, transforms the data and then creates KPIs and tables as output. It then creates a written report as a pdf file with the OpenAI Response API. Tech Stack: Python, FlightAware API, OpenAI API, Plotly |
| Msc Business Analytics Portfolio | Various projects during the MSc in Business Analytics at Hult International Business School |