Build LogFeb 21, 202610 min read
The Enterprise AI Building Gap: What 48 Hours With AI Tools Taught Me
We gave AI building tools to non-engineers at a two-day hackathon. The tools worked. Everything around the tools nearly stopped us.
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Featured Projects
Anchor
Build better habits with friends
26 RLS policiesOn-device ML inferenceiOS-deployed
Shipped a habit-tracking social app to iOS with 26 row-level security policies covering every database table. Real-time messaging, friend system, and on-device TensorFlow.js inference for AI-powered streak insights — all running through Supabase with zero exposed endpoints.
React 19SupabaseCapacitorTensorFlow.jsFramer Motion
Campaign Insights Bot
Built before the interview, not after. Designed an AI-powered Slack monitoring system with Z-score anomaly detection and GPT-generated campaign insights. Closed-loop feedback lets the model improve from analyst corrections in real time.
ReactRechartsOpenAI GPTTailwind CSSVercel
Built proactively — secured the role before the first interview
Roomies App
Co-founded a mobile app for roommate coordination with end-to-end encrypted data. Built a consensus-driven AI framework inspired by Waze — LLM-powered task aggregation resolves household conflicts through anonymous proposals.
React NativeFirebaseAI/MLCryptography
E2E encryption | LLM consensus engine | Anonymous proposals
Experience
MiQ Digital
Associate, Innovation & Automation
2025 - Present
New York, NY
- ◆Built Daily Briefing Buddy — AI agent with 93% adoption across US org and 46K+ conversations
- ◆Designed push-based agent architecture integrating Slack, Gmail, and Google Calendar
- ◆Shipped Account Snapshot, Deal Desk assistant, and Weekly Outlook agents on Glean platform
- ◆Pioneered zero-friction deployment model for AI agents across 1,400-person organization
Roomies
Co-Founder & Lead Developer
Feb 2024 - 2025
New York, NY
- ◆Implemented cryptography techniques to secure sensitive user data
- ◆Developed consensus-driven AI framework inspired by Waze for household challenges
- ◆Created LLM-powered module for task aggregation and anonymous proposal submission
- ◆Built 'Task Transform' feature to demonstrate AI's practical value to non-technical users
NYU Langone Health
AI & Cybersecurity Intern
Sep 2024 - Dec 2024
New York, NY
- ◆Developed AI-driven chatbot enhancing vulnerability management by 30%
- ◆Automated ICS security scans across 11 hospitals and 300+ ambulatory sites
- ◆Created documentation and training materials for IT security team adoption
NYC Cyber Command
Cybersecurity Auditor
Dec 2021 - Aug 2023
New York, NY
- ◆Administered ICS security assessments across 50+ mission-critical OT/ICS systems
- ◆Identified and remediated 100+ cybersecurity vulnerabilities
- ◆Reduced non-compliance issues by 20% using NIST frameworks
- ◆Developed internal Audit Guide reducing audit time by 20%
Education
New York University
M.S. Cybersecurity
Aug 2022 - June 2025
GPA: 3.96
NSA-CAE DefenseNational Centers of Academic Excellence in Cybersecurity (NCAE-C)
Exploring Adversarial Machine LearningNVIDIA Deep Learning Institute
- ◆Key Coursework: Network Security, Digital Forensics, Cloud Security, Applied Cryptography
- ◆Co-developed CNN-based phishing detection system at CSAW (Best Challenge Award)
CUNY Hunter College
B.S. Computer Science
Sep 2018 - June 2022
GPA: 3.90
- ◆Led CodePath.org cybersecurity program with 70% placement rate
- ◆Enhanced threat detection accuracy by 20% with IBM QRadar
- ◆Received Black Hat Briefings Scholarship for cybersecurity work
Ideas
I publish when I learn something worth sharing.
Let's Connect
Looking for roles where I can secure AI systems at scale — guardrails, red teaming, model governance, or building the infrastructure that makes AI safe to deploy.
Also open to collaborating on AI security research and open-source tooling.