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.

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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

What I Learned Building a Real-Time NFL Sentiment Analyzer with FastAPI, React, and Modern MLOps

Building a production-ready sentiment analysis platform taught me more about modern software architecture than any tutorial ever could. My NFL Sentiment Analyzer processes real-time sports data, analy...

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...

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...

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...

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. ---

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

--- As a data professional who's spent countless hours wrestling with spreadsheets and crafting compelling visualizations, I recently embarked on a journey to answer the age-old question:

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...