Matt Liscia

Full-Stack Developer & Entrepreneur, Specializing in Automation, Data Pipelines, and Rapid Prototyping

LinkedIn Email @spr3adsh33t

About Me

I began my career in accounting and finance before shifting into software engineering to focus on building scalable, automated systems that simplify complex workflows.

With a strong data-driven foundation, I design full-stack applications and AI-powered automations that replace manual processes and routinely reduce cycle time by 90% or more.

I’m actively building automation and analytics products and am open to collaborating with startups or consulting teams that need rapid prototyping, technical execution, or custom AI integrations.

Skills & Expertise

Technical

Python Data Pipelines Process Automation Web Scraping AI Integration Full-Stack Development

Business

Financial Analysis Risk Assessment Data-Driven Decision Making

Notable Achievements

  • Built and launched multiple production-grade platforms as a solo developer
  • Engineered AI process automations that reduced manual processing time by over 95% across several industries
  • Scaled web and mobile applications to thousands of concurrent users on lean infrastructure
  • Created and deployed the largest U.S. database of restaurant happy hours through fully autonomous AI data scraping and validation pipelines
  • Launched an election prediction platform from concept to production in under 12 hours, reaching 5,000+ users within three weeks

Interests

Podcasts

Joe Rogan Experience All-In Podcast Lex Fridman Huberman Lab

Gaming

Magic: The Gathering Balatro Chess

Sports

Weightlifting Bouldering Disc Golf

Projects

HappyHopper

10/2023 - Present | Happy Hour Search Engine

  • Built AI-powered data pipeline that autonomously scrapes and parses hundreds of thousands of restaurant websites and social feeds
  • Reduced manual data collection from 10 minutes per venue to 15 seconds, achieving nationwide coverage of 120,000+ restaurants
  • Maintained full-stack ecosystem across web, iOS, and Android with rapid load times and lean infrastructure
Data Pipelines Web Scraping Data Enrichment LLM Fine-Tuning MySQL AWS Google Cloud Swift & Kotlin Python & Flask
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Presidential Pick'Em

10/2024 - Present | Election Prediction Game

  • Developed and launched a national election prediction platform in under 12 hours, enabling users to forecast results and compete in pools
  • Designed a scoring system rewarding both margin accuracy and correct outcomes, generating viral engagement with 5,000+ participants
  • Built scalable Flask, Tailwind, and AWS stack with real-time analytics and leaderboard tracking
Data Collection MySQL AWS Python & Flask
View Project →

NerdLeagues

11/2023 - Present | TCG Stats Platform

  • Built ELO ranking and analytics system tracking player stats, deck performance, and historical results across Magic: The Gathering leagues
  • Created backend pipelines and data visualizations to reveal meta trends and archetype dominance across playgroups
  • Developed responsive web interface with dynamic leaderboards and real-time updates
MySQL Data Visualization ELO Ranking System UX Python & Flask
View Project →

Project Rio

08/2023 - 04/2024 | Insurance Doc Automation

  • Built automation system that completed standardized insurance forms across multiple brokers, cutting processing time by 85%
  • Created scalable, broker-agnostic architecture capable of handling thousands of document requests daily
  • Applied Python-based parsing and workflow automation to streamline compliance documentation
Retrieval-Augmented Generation Workflow Automation Data Pipelines Document Parsing LLM Fine-Tuning Python & Flask

33insights

01/2021 - 04/2024 | Data Automation Studio

  • Created data automation studio building Discord and Twitter bots for trend analysis across NFTs, sports betting, and reselling markets
  • Developed scalable pipelines integrating APIs, scrapers, and various data sources to surface real-time market insights
  • Grew a community of 250,000+ users through accurate data feeds and actionable analytics
Data Pipelines Data Enrichment Python & Flask Web Scraping AWS & Google Cloud

PwC

08/2020 - 04/2021 | Digital Risk Solutions

  • Led development of Python and SQL automation system that tested ERP internal controls for Oracle-based audit engagements
  • Reduced audit testing time from multiple weeks to one week, saving hundreds of hours per engagement
  • Trained associates and documented codebase to transition project into firm-wide automation initiative
Process Automation Python SQL Oracle ERP Internal Controls

SimplEdge

01/2019 - 01/2021 | Sports Arbitrage System

  • Developed real-time sportsbook data aggregator identifying arbitrage and value betting opportunities across major markets
  • Built high-frequency scraping and modeling system analyzing 100k+ odds lines per minute
  • Achieved 1,400% ROI over two years through automated capital allocation and risk management logic
Real-time Data Pipeline Web Scraping Google Sheets Scripts Risk Management Data Analysis

Master's of Accounting

09/2019 - 05/2020 | Binghamton University

Bachelor's of Accounting

09/2015 - 05/2019 | Binghamton University