Solutions Consultant · Cloud Engineer

Tommy Fricano.

I'm a Solutions Consultant at Fullstory, where I design AI agent architectures and enterprise integrations for clients in financial services, tech, and consumer data. Before that, I spent two years architecting Azure systems for Circle-K's 200M+ daily operations. Outside of client work I'm building an autonomous referee for table tennis and a fully local voice assistant for my apartment — I like projects that force me to learn something new.

Currently
Fullstory
Based in
Atlanta, GA
Studying
M.S. AI · Georgia Tech

Recent projects

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In development

Homy — Local Voice Assistant

A fully local LLM agent (zero external API calls) for the home, with tool-calling, layered memory, and a governed reviewer/worker pipeline for autonomous task execution, controllable by voice from a smartphone on the local network. Built a three-tier memory architecture — in-memory working context, summarized episodic recall, and RAG-based semantic memory using local embeddings with top-k search — giving the agent persistent memory without a hosted vector database.

Ollama (Qwen2.5)PythonFastAPISQLiteGoogle Calendar API
In development

Table Tennis Score Keeper

An autonomous table tennis scoring system that uses computer vision and machine learning to automatically track and score matches in real-time. The system integrates with a platform to record match history, track player statistics, and maintain a competitive leaderboard. Currently in active development.

PythonComputer Vision (OpenCV/YOLO)Machine LearningReact.js