Data and Business Enthusiast

Andrew Luthringer

About Me

Passion for Data Science and Business

Pursuing a B.S. in Data Science and AI at the University of Miami, I specialize in data analysis, programming, and web development. With minors in Entrepreneurship and Mathematics, I integrate technical expertise with business insights.

At Perform Search, I focused on automating manual processes through streamlining candidate sourcing workflows, ultimately cutting research time by ~50% and enhancing matching accuracy. As a technical analyst at Bonsai Applied Computations Group, I develop UI/UX front-end solutions and algorithms across neuroscience, marketing, and finance, leveraging data-driven insights to drive innovation.

My technical expertise spans Python, R, HTML, CSS, JavaScript, and SQL with certifications in Microsoft Azure AI and Bloomberg Market Concepts. Beyond work, I love to exercise, listen to podcasts, read non-fiction books, and continuously develop my skills while exploring business-driven tech innovations, intuitive UI design, and cutting-edge applications of machine learning and data visualization.

3+
Years of Experience
10
Projects Completed
Andrew Luthringer

My Skills

🧑🏼‍💻

Data Science

  • Python
  • R
  • SQL
💻

Frontend Development

  • HTML
  • CSS
  • JS
  • React
📊

Business Analytics

  • Microsoft Excel
  • Microsoft Power BI
  • Tableau
🦿

Artificial Intelligence

  • FastAI
  • PyTorch
  • TensorFlow

Featured Projects

Intelligent Equity Trader

Intelligent Equity Trader

AI-driven trading system that analyzes market data and executes paper trades based on real-time sentiment analysis. Incorporates multiple data sources and advanced analytics to identify trading opportunities and manage risk.

Technologies Used

Alpaca News API OpenAI

Intelligent Lead Generation

Automated LinkedIn profile analysis and lead generation system integrating multiple data sources for comprehensive prospect insights. Built to streamline and enhance the lead generation process through intelligent data integration and analysis.

Technologies Used

Apify Google Sheets API SerpAPI n8n
Talent Intelligence System

Talent Intelligence System

ML-powered recruitment platform that matches candidates using behavioral analysis and advanced pattern recognition algorithms. Streamlines the hiring process by automatically analyzing candidate profiles and identifying optimal matches based on multiple criteria.

Technologies Used

Data Mining Apify PDF Parser LinkedIn Scraper
Social Media Distributor

Social Media Distributor

Autonomous content creation and distribution system leveraging AI to optimize engagement and reach across social platforms. Features intelligent content scheduling, performance analytics, and automated engagement optimization.

Technologies Used

X API OpenAI Content Scraper Gemino Veo3
Product Photo
Product Photo

RAG Knowledge Engine

Advanced RAG-based system that consolidates and processes internal data to provide rapid, contextually relevant information access. Enables efficient knowledge management and retrieval through intelligent data processing and semantic search capabilities.

Technologies Used

Supabase Embedding OpenAI
Product Photo
Product Photo

Genetic Product Algorithm

An algorithm-driven analytics system developed for the Miami Herbert Business School by the Bonsai Applied Computations Group, designed to power targeted marketing strategies through advanced survey data analysis. Featuring real-time feedback loops and automated scoring mechanisms, the system enables continuous refinement of data-driven product recommendations, enhancing decision-making and engagement.

Role: Frontend Developer

Technologies Used

Python HTML CSS JS SQL
BonsaiACG Web Platform

Bonsai ACG Web Platform

A dynamic web platform designed to showcase the innovative projects of the Bonsai Applied Computations Group, attract clients, and facilitate seamless communication. Built with a modern, user-friendly interface, the platform highlights interdisciplinary research in data science, neuroscience, marketing, and finance.

Technologies Used

React HTML CSS JS Node.js

Get In Touch

Let's work together

I'm always open to discussing new projects, creative ideas, or opportunities to be part of your vision. Feel free to reach out if you want to connect!