Rochester, NY, open to collaborations

I build privacy-first AI security, market the things worth building, and write about who AI leaves behind.

Get in touch See what I'm building

Building

Alvora Cyber

Privacy-first AI security for macOS. Founder since Jan 2025.

Studying

MS, AI & Business

Simon Business School, University of Rochester. Class of 2027.

Writing

The Leverage Era

SSRN working paper on how AI splits human work.
Alvora Cyber · Founder

A privacy-first AI security suite for your Mac.

A macOS desktop app and a browser extension that protect people from phishing and AI prompt-injection attacks, using AI that runs on the device. Next, Alvora is heading toward securing enterprise AI agents. The name comes from alvorada, Portuguese for dawn.

  • Desktop app. Electron, React, Node.js and SQLite, code-signed with an Apple Developer ID. Watches network connections, startup items, downloads and system security settings in real time, then gives a 0 to 100 security score with step-by-step fixes.
  • On-device classifier. A DeBERTa-v3 prompt-injection model, int8-quantized and running on ONNX Runtime, at about 46 ms per scan. On a held-out public benchmark it lifted F1 from 0.36 to 0.86 and recall from 22% to 82% versus rules alone.
  • Chrome extension. Manifest V3. Warns before personal data or a prompt injection reaches an AI chatbot, offers one-click "Redact & Send", and blocks known phishing links, with zero false positives across the top 100,000 websites.
  • Alvora AI. A streaming security advisor that answers from the device's live status, backed by a curated knowledge base so it does not make up guidance. Local LLMs via Ollama by default, with automatic fallback to cloud models (NVIDIA Nemotron, Claude) and personal data redacted before anything leaves the device.
  • Threat intelligence. 5 live feeds with 23,000+ malicious IPs and 3 phishing feeds with 547,000+ URLs, plus per-app network behavior learning, code-signature checks and ASN attribution to flag malware, crypto-miners and data exfiltration.
  • Business. Pricing, unit economics, a KPI dashboard, go-to-market tests and investor outreach. Member of Microsoft for Startups and NVIDIA Inception.
46 ms
per on-device prompt-injection scan
0.36 → 0.86
F1 on a held-out benchmark, versus rules alone
547,000+
phishing URLs from 3 feeds
23,000+
malicious IPs from 5 live feeds
85%
less UI CPU use, from 101% to 16%
Semence Luxè · Founder · Pre-launch

Worn lightly. Carried always.

Semence means seed. The idea behind the brand is that beautiful things can be grown instead of mined. It's a fine jewelry label for people who want heirloom quality without the mine: lab-grown diamonds and moissanite set in solid gold, sold direct.

Metal
14K and 18K solid gold
Stones
IGI-certified CVD diamonds, moissanite
Debut
Four pieces, designed in CAD
Markets
EU and US, direct to customer

Projects

LinkNote

A private AI assistant for LinkedIn networking.

A Chrome extension (Manifest V3) that reads a LinkedIn profile, finds real common ground (shared schools, companies, city, industries, skills, mutual connections) and drafts three personalized connection notes.

Runs fully on-device with a local LLM (Gemma via Ollama), with a rule engine fallback.

  • Chrome MV3
  • Gemma
  • Ollama
  • On-device

JobPilot

Scores job postings and fills in applications, but never submits for you.

A Chrome extension (Manifest V3) that scores a job posting against your profile and resume: a 0 to 100 fit score, an apply, stretch or skip verdict, gaps and red flags. It then autofills the application form and drafts a cover letter you can edit.

Runs on a local Ollama model or NVIDIA's hosted API. It never clicks Submit, and sensitive questions like visa, salary and demographics stay blank unless your profile answers them, enforced in code.

  • Chrome MV3
  • Ollama
  • NVIDIA API
  • You review, you submit
Research · SSRN 2026

The Leverage Era

My working paper argues that AI won't wipe out human work evenly. It splits it: people who direct AI get far more output from each hour, and people whose tasks AI absorbs get squeezed. The paper is about where that line falls, and what businesses and policymakers can do about it.

Dudhagra, V. (2026). The Leverage Era: Why AI Will Not Replace Human Work. It Will Divide It. SSRN Working Paper No. 6759798. Simon Business School, University of Rochester.
Read on SSRN

From Surat to Austin to Rochester.

Pharma, construction, campus dining, conservation policy, fine jewelry and cybersecurity. Every stop taught me how a different business actually makes money.

  1. Aug 2026 – May 2027

    University of Rochester Simon Business School

    MS, Artificial Intelligence & Business

    Where business strategy meets machine learning, which is exactly where Alvora sits.

  2. Jan 2025 – now

    Alvora Cyber Austin, TX

    Founder

    Built a privacy-first AI security suite for macOS from the ground up, from the codebase to pricing to investor outreach.

  3. Sep 2025 – May 2026

    Wild Basin Creative Research Center Austin, TX

    Marketing & Policy Intern

    Wrote policy recommendations for the City of Austin and Travis County, mapped stakeholders across policymakers, businesses and conservationists, and built the center's first business outreach playbook.

  4. May 2026

    St. Edward's University Bill Munday School of Business

    BBA, Marketing & Political Science · Dean's List, Spring 2026

    Two majors, one question: how do markets and institutions actually move people?

  5. May – Aug 2025

    Lavish Jewel Surat, India

    Impact & Growth Strategist

    Designed a purchase-linked tree-planting program with GPS verification, and ran a full go-to-market campaign tracking conversion and order-value lift.

  6. Aug 2023 – Aug 2025

    Bon Appétit, St. Edward's Austin, TX

    Cashier

    Daily cash flow, POS and high-volume service. Good training in staying calm under pressure.

  7. Jan – Dec 2022

    Utsav Developers Surat, India

    Accounting & Site Ops Assistant

    Tracked project budgets and supplier payments, and rebuilt the reporting templates to cut reconciliation time.

  8. Aug – Dec 2021

    Nelson Pharma Surat, India

    Business Development Analyst

    Ran competitor and pricing analysis to support market expansion and partnership decisions.

The toolkit

Marketing

  • Market research
  • Segmentation
  • Brand positioning
  • Copywriting
  • Paid ads: CPC, CAC, ROAS
  • GA4
  • Shopify

Finance

  • NPV / IRR modeling
  • Unit economics
  • Budgeting
  • KPI design
  • QuickBooks
  • Advanced Excel

Technical

  • FastAPI
  • React
  • Chrome extensions
  • GitHub
  • Forecasting models

Languages

  • English
  • Hindi
  • Gujarati

Let's build what comes after dawn.

[email protected]