Cassidy Dobratz

Cassidy Dobratz

Transforming data into actionable insights through advanced analytics and intelligent automation. I specialize in building scalable ML pipelines, cloud-native applications, and real-time data processing systems using modern technologies like Python, Rust, and cloud platforms.

My expertise spans from FastAPI microservices and Docker containerization to AI-powered analytics and MongoDB data solutions. I build production-ready systems that leverage machine learning for sentiment analysis, recipe intelligence, and sports analytics while maintaining robust MLOps practices and scalable architecture patterns.

View Projects Read Articles About Me

Highlighted Projects

RecipeApp AI

Conversational recipe recommendation engine using GPT-powered natural-language search and nutrition constraints.

Python FastAPI OpenRouter

NFL Sentiment Analyzer

Real-time Twitter sentiment tracking for teams & players with visual dashboards and predictive mood shifts.

NLP Streamlit

MCP Server

High-throughput WebSocket server supporting multiplayer coordination protocol for real-time gaming.

Python WebSocket

Latest Articles

Power BI vs Excel: The Ultimate Dashboard Showdown – Which Tool Reigns Supreme?

Discover the strengths, weaknesses, and real-world applications of Microsoft's two data visualization powerhouses ---

Bulletproofing Your Business Data: A Complete Guide to Securing Sensitive Datasets in SQL Server

When expanding your database to handle financial records, customer data, and employee information, security isn't optional—it's mission-critical. ---

Data Mining in Banking: Creating Value Through Advanced Analytics

The banking industry has undergone a profound transformation over the past decade, evolving from a traditional transaction-focused business into a sophisticated, data-driven ecosystem. Today's banks d

Big Data Analytics in Healthcare: Transforming Patient Care Through Data

The healthcare industry is experiencing a data revolution. From electronic health records to real-time patient monitoring devices, healthcare organizations are generating unprecedented volumes of info

DOJ vs. Google Chrome: What Text Mining Reveals About Media Coverage

The tech world is buzzing with one of the biggest antitrust stories in recent memory: the U.S. Department of Justice's unprecedented push to force Google to sell its Chrome browser. But how exactly ar

Data Mining in Insurance: Opportunities, Challenges, and the Future of Personalized Coverage

The insurance industry stands at a transformative crossroads. As stress levels in modern life continue to rise, driving increased demand for various forms of insurance coverage, companies in this sect