ESL for Professionals

English that opens
doors.

AI-powered quizzes built from your actual domain documents — legal briefs, corporate reports, lecture recordings. Learn the English that matters for your career.

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🏛 Legal 📊 Corporate 🎓 Academic 🛂 Visa Prep 💼 Interviews
Gap Fill 📄 McKinsey_Strategy_Report.pdf
"The board's decision to the merger was met with significant shareholder scrutiny."
A.   postpone
B.   ratify
C.   undermine
D.   circumvent
Q 3 of 8 Next →
The Process

From document to mastery
in four steps.

01
Upload Your Material
PDFs, scanned documents, video lectures, audio recordings — any format from your professional domain.
Multi-modal Input
02
Smart Extraction
Our pipeline reads text, reconstructs tables from scanned pages, and transcribes spoken content with precision.
OCR + Whisper AI
03
Quiz Generation
An open-source 70B model with a strict academic persona creates MCQs, gap-fills, and comprehension questions calibrated to your level.
Zero Data Retention
04
Track Progress
Review attempts, identify vocabulary gaps, and build domain fluency for interviews, visa applications, or client-facing work.
Analytics Dashboard
Why 1001Quiz

Built for professionals,
not language tourists.

🔒
Your Data Stays Yours
Zero Data Retention processing means your confidential legal briefs and corporate documents are never stored on any AI server. Processed in memory, gone instantly.
📚
Domain-Specific Vocabulary
Generic ESL apps teach "coffee shop English." We build quizzes from your actual McKinsey reports, case files, and earnings calls — the language you'll actually use.
🎯
Multiple Quiz Formats
Multiple choice, gap-fill, true/false, comprehension — all generated from your source material so every question reinforces real professional context.
🎙️
Audio & Video Support
Upload a recorded lecture or conference call. We transcribe it with Whisper AI and turn the spoken content into structured English practice.
⚡
Faster Than Any Tutor
A 1-hour lecture transcribed and converted to a full quiz set in minutes. Scale your English practice without scaling your tutoring budget.
🌍
Interview & Visa Ready
Practice with the precise vocabulary and sentence structures that appear in job interviews, visa applications, and English proficiency assessments.
Build Progress

What's live, what's
coming next.

Text & Digital PDF Ingestion
pdfplumber · FastAPI backend
● Live
MCQ & Gap-Fill Generation
Llama-3.3-70B via DeepInfra API
● Live
Scanned PDF / OCR Pipeline
Marker + Surya OCR · RunPod Serverless GPU
◉ Building
Audio & Video Transcription
Whisper v3 · yt-dlp · RunPod GPU
◉ Building
User Accounts & Quiz History
MongoDB Atlas · JWT Auth
○ Planned
Progress Analytics Dashboard
Next.js · Recharts
○ Planned
B2B Team Workspaces
Role-based access · Org management
○ Planned
Image Input (Charts & Slides)
Vision model pipeline
○ Planned
Early Access

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Join the waitlist and get early access when we launch. We're onboarding our first cohort of lawyers, MBAs, and corporate professionals.

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