Building Dhanur Content OS

Nishchal Gaba

Building the world’s cheapest content distribution & monetization ecosystem — AI-native publishing, agentic workflows, courses & digital assets.

01
3 / 30
Brands live
02
150K+
Views
03
EN + HI
Bilingual
04
$0
Ad spend
scroll

// 00 · Building

An AI-native publishing engine.

Dhanur Content OS turns research into shorts, longform, PDFs, courses, and digital assets — distribution, funnels, and monetization run by agentic workflows, so a tiny team ships studio-grade volume across 30 brands at the lowest cost structure in the market.

3 / 30
Brands live
150K+
Views
EN + HI
Bilingual
$0
Ad spend
See the full ecosystem

AI-Native Publishing

Shorts, longform, PDFs, and courses rendered from a single content pack — branded, captioned, and AI-disclosed.

Agentic Workflows

Research, generation, review, and publication orchestrated by AI agents, with human approval on anything that matters.

Courses & Digital Assets

Free lead-magnet → low-ticket asset → high-ticket course. Owned products and audiences — no ad dependency.

30 Brands · EN + HI

A portfolio of vertical publishers — real estate, law, finance, startups, and more — each its own mini-business.

// 01 · About

Research that ships.

I'm building the world's cheapest content distribution and monetization ecosystem — AI-native publishing, agentic workflows, courses, and digital assets across 30 brands in English and Hindi.

I have led engineering as CTO and technical lead across AI, security, and Web3 ventures spanning India, Singapore, the United States, and the United Kingdom — designing research, building teams, and turning frontier ideas into deployed products.

My current focus is autonomous multi-agent systems: frameworks that research, generate, review, and publish content end-to-end, now extending into multi-modal pipelines for images, short-form video, and full animated series.

Philosophy
Great leaders know one thing: they don't know everything.
Expertise
I speak math, probability, and occasional human languages.

What I do

  • CTO
  • AI Developer
  • Backend Developer
  • Blockchain Developer

Stack

  • Python
  • JavaScript
  • TypeScript
  • Node.js
  • MongoDB
  • Docker
  • Go
  • Rust
  • Solidity
  • C
  • Dart

// 02 · Work

Selected work.

Production systems across AI and Web3 — from edge-deployed vision models to on-chain risk engines and multi-agent pipelines.

AI

Facial Recognition Attendance System

Developed a high-speed facial recognition attendance system using a modified FaceNet combined with a facebox detector, optimized for edge deployments to ensure robust security and streamlined attendance tracking.

  • AI
  • Edge Computing
  • Computer Vision
AI

Pose Detection for Exercise Correction

Engineered a real-time posture correction and repetition counting solution using OpenPifPaf, quantized to 8-bit for TensorRT on mobile edge devices, enabling accurate exercise guidance.

  • AI
  • Pose Detection
  • TensorRT
AI

People Tracker & Threat Detection

Customized and quantized MobileNetV2 to optimize training and inference for fish-eye camera systems, enabling real-time people tracking and threat-based object detection.

  • Computer Vision
  • MobileNetV2
  • Security
AI

ML Hackathon Engine Backend

Built an automated scoring engine to streamline machine learning hackathon evaluations, ensuring fair and efficient project assessment.

  • Backend
  • Automation
  • ML
AI

Crop Health & Irrigation Detection via Drones

Deployed hyperspectral imaging on Jetson Nano edge devices to assess crop health and soil moisture, optimizing irrigation strategies and promoting sustainable agriculture.

  • Agritech
  • Drones
  • Edge Computing
AI

Fire Alert & Threat Detection System

Engineered a vision-based solution for rapid fire and threat detection, leveraging on-premise and edge deployments to significantly enhance safety protocols.

  • Safety
  • Computer Vision
  • Edge AI
AI

Trip Recommendation Engine

Created a dynamic itinerary generator that uses multi-head genetic algorithms with conditional filtering and retrieval-augmented generation (RAG) from YouTube and Instagram content to deliver personalized travel recommendations.

  • AI
  • Genetic Algorithms
  • RAG
AI

Language Training via AI Voice Assistant

Leveraged advanced speech recognition and synthesis technologies (OpenAI Whisper and Gemini Pro) to develop engaging, gamified language training modules with an interactive AI teaching assistant.

  • Voice AI
  • OpenAI
  • Gamification
AI

LLM Orchestration Pipeline

End-to-end lifecycle management — prompt versioning, agents, logging, and evaluation across models.

  • LLM
  • MLOps
  • Orchestration
AI

Custom Chatbot Deployment

Fine-tuned large language models for personalized, knowledge-based retrieval-augmented generation (RAG) and an automated ticketing system to enhance customer support.

  • Chatbot
  • LLM
  • RAG
AI

Story Book Generation Bot

Deployed multi-modal LLMs to generate engaging children's storybooks with animated sequences and enhanced character seeding for consistency, blending creativity with artificial intelligence.

  • LLM
  • Animation
  • Creativity
AI

Multi-Agent Automation System

Developed a comprehensive multi-agent framework (inspired by CrewAI and Pydantic AI) for content creation — integrating research, generation, review, final edit, and publication — with a central shared API repo and automated ticketing, now extending into multi-modal images, videos, and animated series.

  • Multi-Agent
  • Automation
  • Content Creation
Blockchain

On-chain Risk Analysis Engine

Designed sophisticated risk models for protocols such as Aave and Curve, enabling real-time detection of liquidity pool discrepancies through on-chain data analytics.

  • Blockchain
  • Risk Analysis
  • DeFi
Blockchain

Uniswap V3 Trading & Backtesting Engine

Created an automated trading engine featuring single- and multi-range rebalancing and comprehensive backtesting for technical indicators (e.g., Bollinger Bands, RSI) to optimize strategies on Uniswap V3.

  • Trading
  • Backtesting
  • DeFi
Blockchain

RWA Marketplace

Developed an EVM-based marketplace facilitating asset renting, staking, and resale, driving innovation in the tokenization of real-world assets.

  • Blockchain
  • Marketplace
  • EVM
Blockchain

Music Rights Distribution Platform

Engineered smart contracts for NFT-based music rights, enabling fractional ownership (via ERC20) and efficient royalty management, revolutionizing the music industry.

  • Blockchain
  • NFT
  • Smart Contracts
Blockchain

DeFi Composite Protocol (LayerDapp)

Forked and enhanced Instadapp's composite DeFi wallet to incorporate account abstraction and multi-wallet management with DSA-refined permissions, elevating user control in decentralized finance.

  • DeFi
  • Wallet
  • LayerDapp
Blockchain

Agriculture Tokenization System

Created EVM smart contracts to support token allocation, staking rewards, and marketplace transactions for agricultural assets via native project tokens, fostering innovative farm-to-table solutions.

  • Blockchain
  • Tokenization
  • Agritech
Blockchain

Automated Trading Engine for Web3

Integrated multiple data sources — trading indicators, social-media sentiment, signal-based APIs, Telegram channels, and macro factors — across protocols to optimize portfolio management and drive efficient automated trading strategies.

  • Trading
  • Automation
  • Web3
Blockchain

DEX Deployment

Executed deployments of decentralized exchanges using UniswapV3-style EVM contracts, ORCA-style contracts in Rust, and custom JavaScript-based blockchain solutions.

  • DEX
  • Blockchain
  • Deployment
Blockchain

DAO Governance Infrastructure (Solana)

Implemented custom DAO solutions on Solana, featuring realms contracts with multisig and weighted voting rights to enhance decentralized decision-making.

  • DAO
  • Solana
  • Governance
Blockchain

Web3 Gaming Studio & MPC Wallet

Developed native web3 gaming contracts (and a framework for migrating web2 games to web3) plus a Multi-Party Computation (MPC) wallet for account abstraction, social logins, and interoperability.

  • Web3
  • Gaming
  • Wallet
Blockchain

Web3 Casino Game with On-chain Logging

Built secure EVM contracts featuring access control, EIP-712 compliant off-chain signature verification, IPFS storage, and Merkle proofs to enable transparent logging and auditing.

  • Casino
  • Blockchain
  • Security

// 03 · Path

Experience & education.

  1. Founder & CEO · Prodigal AI

    India

    • Oversee the development of AI automation systems and scalable blockchain solutions.
    • Lead strategy and product innovation to drive market adoption.
  2. CTO · Peer2Play

    India

    • Architect next-generation platforms integrating AI-driven insights and blockchain security.
  3. CTO · ZeeQ

    Singapore

    • Directed cloud data analytics and intrusion detection system projects, ensuring robust security and high scalability.
  4. Tech Lead · Credmark

    USA

    • Engineered on-chain risk analysis models and developed an automated trading engine for Uniswap V3 DEX.
    • Collaborated with cross-functional teams to integrate blockchain data streams with real-time analytics.
  5. Entrepreneur, Startup Batch · Antler

    Singapore

    • Selected for Dockship and the ML Hackathon Community, driving innovative AI solutions and startup acceleration initiatives.
  6. CTO · Unreal AI

    India

    • Led initiatives in facial recognition–based security and quantization for edge device deployments.
    • Managed product development cycles and ensured timely delivery of AI solutions to market.
  7. CTO · Learnvenue

    India

    • Developed video analysis tools using AI to enable contextual Q/A and timeline pinning for enhanced user queries.
  8. Community

    Mentor for AI · Kaggle

    • Provided online mentoring for AI model quantization projects and delivered guest lectures.
  9. Community

    Committee Member · Confederation of Indian Industry

    • Contributed to strategic initiatives and industry collaborations to foster technology innovation in India.
  10. Education

    M.Sc. in Artificial Intelligence · University of Edinburgh

    Scotland

    • M.Sc. in Artificial Intelligence, University of Edinburgh, Scotland.
  11. Education

    B.Tech in Computer Science & Engineering · GGSIPU

    Delhi, India

    • B.Tech in Computer Science & Engineering, Guru Gobind Singh Indraprastha University, Delhi.

// 04 · Recognition

Publications & awards.

Publications

Awards

  • National AI Merit Award for Multi-Agent Systems Research

    2024

    Confederation of Indian Industry (CII)

  • Contribution Award

    2024

    Awarded by Delhi CM Ms. Atishi — recognized for contributions and recruitment efforts at GGSIPU

  • Scholarship for Higher Education (SHE)

    2011

    Issued by CBSE, India — awarded to the top 1% in science nationally

// 05 · Cadence

Open-source cadence.

 

A year of public commits — research, experiments, and shipped work.

// 06 · Contact

Let’s build something.

Email

nishgaba.ai@gmail.com

Based in

India

Elsewhere

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