ADITYA DESALE // SYS

[ 01 ]

ABOUT SYSTEM

Entity profile, capabilities matrix, and system architecture overview.

I'm Aditya Desale — a self-taught developer & founder from India. I specialize in building AI-powered web systems that are fast, precise, and genuinely intelligent.

Currently running Kendu AI — a full conversational AI platform — NotesMind, an EdTech platform that transforms notes into 3D visual explanations, and VeriAI, an AI-powered trust verification engine. All solo, all from scratch.

3+

Live Products

5+

Projects Shipped

2yr

Building

∞

Ideas Queued

JavaScriptNode.jsReact Groq APILLMsNetlify RailwayEdTechSaaSProduct ManagementAI PM

AD

ADITYA DESALE

// DEVELOPER · FOUNDER · AI PM

SYSTEM ACTIVE

SPECIALITYAI · WEB · PM · PRODUCTS

PRIMARY_STACKJS · HTML · CSS · NODE · REACT · EXPRESS

FLAGSHIP_01KENDU.ONLINE

FLAGSHIP_02NEXUS 3D

AVAILABILITYOPEN FOR WORK ●

"I don't wait for the right tools or the right time. I ship with what I have, learn what I need, and build what others said couldn't be done solo."

[ 02 ]

DEPLOYED SYSTEMS

Active projects, live platforms, and shipped products.

// 01

🤖

KENDU AI

Full-featured conversational AI platform — voice I/O, Pollinations image generation, persona switching, folder management, PDF export, and live chat sharing. Deployed as a single HTML file on Netlify.

GROQ APILLAMA 4NETLIFYVANILLA JSVOICE API

LAUNCH ↗

// 02

📚

NOTESMIND

AI-powered EdTech platform that transforms handwritten and typed notes into interactive 3D visual explanations. Upload any image or PDF and get deep insights, smart summaries, AI doubt solving, educational mini-games, and voice assistant support.

THREE.JSAI VISIONVOICE APINETLIFY

LAUNCH ↗

// 03

🛡️

VERIAI

AI-powered trust verification engine that detects fake reviews, deepfakes, misinformation, and suspicious social profiles in real time. Delivers trust scores with full signal breakdowns in under 3 seconds. Features 5 scan modes, personal dashboard, and freemium pricing.

NODE.JSREST APIAI ANALYSISRAILWAY

LAUNCH ↗

[ 03 ]

TECH MATRIX

Capabilities, tools, and proficiency levels across the stack.

🎨FRONTEND

HTML / CSS / JS92%

REACT75%

CANVAS / WEBGL70%

CSS ANIMATIONSRESPONSIVEGLASSMORPHISM

⚙️BACKEND

NODE.JS80%

EXPRESS.JS78%

REST APIS85%

AUTHRATE LIMITINGSERVERLESS

🤖AI / LLMs

GROQ / LLM APIS88%

PROMPT ENGINEERING85%

MULTI-AGENT SYSTEMS65%

LLAMA 4CLAUDE APIPOLLINATIONS

🚀DEPLOYMENT

NETLIFY90%

RAILWAY80%

CI / CD75%

VERCELSERVERLESS FN

🧭PRODUCT MANAGEMENT

PRODUCT STRATEGY82%

USER RESEARCH75%

ROADMAPPING78%

PRDsUSER STORIESAGILESPRINTS

⚡AI PRODUCT MANAGEMENT

AI FEATURE DESIGN88%

LLM PRODUCT THINKING85%

AI UX PATTERNS80%

AI ROADMAPSEVALSPROMPT STRATEGYLLM OPS

[ PM ]

PRODUCT CASE STUDIES

PRDs, user personas, product decisions & roadmaps — for every product I built solo.

// 01 — AI PLATFORM

KENDU AI

Full conversational AI platform with voice I/O, 8 persona modes, image generation, custom themes, PDF export, folder management, live chat sharing, multilingual support, and calendar scheduler — all in one HTML file.

LAUNCH ↗

<1s

AI RESPONSE TIME

8

PERSONA MODES

10+

FEATURES SHIPPED

1

HTML FILE DEPLOY

// PROBLEM — Most AI tools are rate-limited, paywalled, or too heavy. No lightweight self-hostable AI platform feels premium while staying free. Kendu solves this by combining everything into one zero-dependency tool.

// FEATURE PRD

FEATURE	USER STORY	PRI	STATUS
Voice I/O	Speak to AI and hear responses hands-free	P0	✅ Shipped
8 Persona Modes	Switch AI personality — Coder, Teacher, Roaster, Friend, Formal, Socratic, Creative	P0	✅ Shipped
Image Generation	Generate images mid-conversation via Pollinations without leaving the app	P1	✅ Shipped
Custom Themes	Personalize UI colors and animated 3D themes for ownership	P1	✅ Shipped
PDF Export	Export conversations as styled PDFs with customizable content range	P1	✅ Shipped
Calendar Scheduler	Add meetings to Google Calendar or download .ics directly from chat	P2	✅ Shipped
Plugin Marketplace	Add custom tools to extend AI capabilities	P3	🗺 Roadmap

// KEY PRODUCT DECISIONS

Why single HTML file? — Zero-dependency deploy = instant load, no build failures. Reduces time-to-value. Trade-off: harder to scale contributions, ideal for solo MVP validation.

Why Groq + Llama 4? — Groq inference is 10-20x faster than OpenAI at the same quality. For a voice-first product, latency IS the UX. Llama 4 is open-weight, reducing vendor lock-in risk.

Why 8 personas? — Power users need contextual AI. A Roaster mode for fun, Coder for dev, Teacher for students — each reduces prompt friction and increases engagement by making AI feel purpose-built.

// 02 — EDTECH

NOTESMIND

Transforms handwritten and typed notes into 3D visual explanations. Includes AI summaries, doubt solving, 6 study games (Quiz Master, Flashcard Blitz, Word Scramble, Memory Match, Equation Race, True/False), AI voice tutor, multilingual support (10 languages), user profiles and study stats tracking.

LAUNCH ↗

250M+

STUDENTS IN INDIA

6

STUDY GAME MODES

65%

BETTER RETENTION W/ 3D

10

LANGUAGES SUPPORTED

// PROBLEM — Students drown in flat static notes without truly understanding concepts visually. No tool takes your actual handwritten notes and makes them interactive and 3D — built specifically for JEE, NEET, and CBSE students in India.

// FEATURE PRD

FEATURE	USER STORY	PRI	STATUS
Note Upload (Image/PDF)	Upload photo of handwritten notes for AI to process and analyze	P0	✅ Shipped
3D Concept Visualization	See topics in interactive 3D with rotate, explode and reset controls	P0	✅ Shipped
AI Smart Summary	Get simple + deep explanation + step-by-step breakdown + key concepts + formulas	P0	✅ Shipped
AI Doubt Solver	Ask any subject question and get instant AI tutor answers with examples	P1	✅ Shipped
6 Study Games	Quiz Master, Flashcard Blitz, Word Scramble, Memory Match, Equation Race, True/False	P1	✅ Shipped
AI Voice Tutor	Hear explanations aloud + ask doubts by voice for hands-free studying	P1	✅ Shipped
10 Language Support	Study in Hindi, Marathi, English, Spanish, French, German, Japanese and more	P2	✅ Shipped
CBSE/JEE Curriculum Tags	Auto-align content to Indian board syllabi for targeted exam prep	P3	🗺 Roadmap

// KEY PRODUCT DECISIONS

Why 3D over flashcards? — Spatial/3D improves STEM retention by up to 65%. Competitors like Quizlet use static 2D. 3D is the unfair advantage for JEE/NEET students with molecular structures and physics diagrams.

Why support handwriting? — 80% of Indian students still take handwritten notes. Requiring typed input would exclude the core user. AI Vision models now handle handwriting accurately enough for MVP.

Why 6 game modes? — Different learners retain differently. Quiz for knowledge testing, Flashcard for definitions, Equation Race for Math — each game maps to a learning style without extra AI cost.

// 03 — TRUST & SAFETY

VERIAI

AI trust verification with 5 scan modes — fake reviews, deepfake detection, fake news scanner, social profile checker, and URL trust check. Delivers scored signal breakdowns in under 3 seconds. Freemium (free / Pro ₹499 / Enterprise ₹4999) with personal dashboard, scan history, and Google/GitHub auth.

LAUNCH ↗

<3s

TRUST SCORE TIME

5

SCAN MODES

99.2%

AI ACCURACY

3

PRICING TIERS

// PROBLEM — The internet has a trust crisis. Fake reviews, deepfakes, and misinformation spread faster than corrections. No single fast tool gives anyone a trust score for any online content — VeriAI changes that.

// FEATURE PRD

FEATURE	USER STORY	PRI	STATUS
Fake Review Detection	Paste any review text and get a fake/genuine trust score instantly	P0	✅ Shipped
Deepfake Detection	Upload image/video URL and detect if it is AI-generated or manipulated	P0	✅ Shipped
Fake News Scanner	Paste any headline or article to get a credibility rating with signal breakdown	P0	✅ Shipped
Social Profile Scanner	Check if a social media profile is genuine or a bot / fake account	P1	✅ Shipped
URL Trust Check	Scan any URL for trustworthiness before clicking or sharing	P1	✅ Shipped
Personal Dashboard	View full scan history — total scans, fakes caught, avg trust score	P2	✅ Shipped
Freemium / Pro / Enterprise	Free 10 scans/mo → Pro ₹499/mo → Enterprise ₹4999/mo with white-label	P2	✅ Shipped
Chrome Extension	Verify content on any website without leaving the browser tab	P3	🗺 Roadmap

// KEY PRODUCT DECISIONS

Why 5 scan modes? — Trust problems are interconnected. A fake profile posts misinformation with fake reviews. One multi-modal tool captures more scenarios without increasing infrastructure cost — same AI pipeline serves all 5 modes.

Why optimize for <3 seconds? — Trust verification happens in-the-moment (before buying, before sharing). If it takes 30s, users abandon and rely on gut feel. 3 seconds is the max threshold for a real workflow tool.

Why freemium? — Two segments: consumers (free, drives word-of-mouth) and enterprises (paid, high ACV). Free tier builds brand trust — ironically essential for a trust-verification product.

[ 04 ]

SERVICE MODULES

Available builds, integrations, and delivery formats.

// MODULE 01 🤖

AI-POWERED WEB APPS

Full-stack applications with LLM integrations, voice interfaces, chatbots, and smart automation. Built fast, shipped to production.

// MODULE 02 ⚡

PORTFOLIO & LANDING PAGES

Award-worthy websites with premium animations, responsive design, and micro-interactions that convert and impress.

// MODULE 03 🧪

EDTECH PLATFORMS

Interactive learning systems with AI tutors, 3D visualizations, quizzes, and Indian curriculum alignment for all boards.

// MODULE 04 🔧

API & BACKEND SYSTEMS

Scalable Node.js/Express backends, REST APIs, serverless functions, and Railway/Netlify deployments with auth and rate limiting.

// MODULE 05 🛸

SAAS MVP

Turn your idea into a working product fast. Lean, focused MVPs designed to validate, launch, and iterate without burning budget.

// MODULE 06 🧭

PRODUCT MANAGEMENT

End-to-end product ownership — PRDs, user stories, sprint planning, roadmaps, and stakeholder alignment.

// MODULE 07 ⚡

AI PRODUCT MANAGEMENT

Defining AI product vision, shaping LLM features, writing eval frameworks, and leading AI-native products from concept to shipped.

// MODULE 08 🌐

FREELANCE WEB DEV

Business websites, Shopify stores, CMS setups — with monthly maintenance, SEO basics, and ongoing support packages.

[ 05 ]

INITIATE CONTACT

Open a communication channel. All transmissions acknowledged within 24h.

LET'S BUILD
SOMETHING
REAL.

→

↗

linkedin.com/in/aditya-desale

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