SOFTWARE ENGINEER

TOMASD'AVOLA.

Software engineer building machine learning products and scalable backend systems. Previously at Phia and Apple.

01

ABOUT

Driver
BIO

Software engineer building AI products and the infrastructure behind them. I've worked on machine learning systems, large-scale data platforms, and developer tools at Apple, Phia, and FileAI.

Currently studying Computer Science & Mathematics at Northeastern University. (Graduating Dec 2026)

ORIGIN
🇦🇷🇸🇬
BASED
Manhattan, NY
SCHOOL
Northeastern University
LANGUAGES
English NativeEspañol Fluent中文 Fluent · 13y
02

EXPERIENCE

Where I've worked and studied. Click any row to expand it.
  • -Hunted down a platform-wide caching failure across 21 core queries — stopped stale data hitting 100% of marketing & exec dashboards (ad spend, ROAS, KPIs).
  • -Trained 2 XGBoost buyer-prediction models on 1.1B rows / 40+ features (0.887 AUC, 92% TNR) for targeted re-engagement.
  • -Built a competitor-ad intelligence platform — 20K+ ads across 1,800+ companies, ranked feed driven by language + video + object-detection.
  • -Shipped 5 Airflow pipelines ingesting 200M+ UGC views across 90 creators for real-time viral detection.
  • -4 internal & client-facing dashboards driving $400K+/mo of ad-spend decisions.
DURATION
7 MONTHS
HIGHLIGHTS
SECTORS
DATAMLINFRAFRONT
03

PROJECTS

Three projects, all shipped at real venues. Click any card for details and screenshots.
04

PERSONAL

What I'm doing when I'm not writing code.
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