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sowadalmughni/README.md

Sowad Al-Mughni

I run Kitalon Labs, a small product studio in Dhaka building software for global markets. Sixteen products shipped so far across SaaS, open source, browser extensions, and Android β€” most of them solo or close to it.

I spent twelve years building products before LLMs were any good at this. Now I build with them.

What I'm focused on right now

GovProcurementAI is where most of my attention goes. It reads US government RFPs and checks proposals against them, line by line. The US procurement market is roughly $80B and most of the compliance work is still done by hand β€” that's the gap. This is the product I'm taking through YC (S26).

A few others I'm actively shipping:

  • Restaurant Phone AI β€” a voice agent that answers the phone and takes orders around the clock, wired into the POS.
  • Covena β€” keeps tabs on EU e-commerce regulation (DSA, GPSR, and the rest) so sellers don't have to track it by hand.
  • ReconcileAI β€” bank reconciliation on top of Plaid. Still in design-partner mode while I work out where it earns its keep.

Open source

Things I build mostly because I want them to exist:

  • Aether β€” a type-safe language for orchestrating LLMs, with DAG-based execution. Rust, Axum, Tokio.
  • NFTicket Protocol β€” event ticketing that's hard to scalp. TypeScript, Solidity, Hardhat.
  • RWA-Studio β€” tokenize a real-world asset in about five clicks. Solidity, OpenZeppelin.
  • zkIPFS-Proof β€” zero-knowledge proofs for keeping IPFS data private. Rust, on the Risc0 zkVM.

Browser extensions

Small tools that live inside someone else's workflow:

  • QuoteSweep β€” pre-fills five commercial P&C insurance portals from a single risk profile. WXT, React 19, Cloudflare Workers, Neon.
  • POA Architect β€” walks Amazon sellers through reinstatement appeals.
  • OneReply β€” drafts email replies inside Gmail.
  • JobSafe β€” flags job scams on LinkedIn, Indeed, and Glassdoor.

Mobile

Four Android apps in the store β€” photo editing, unit conversions, subscription tracking, document scanning. All Kotlin, Jetpack Compose, Hilt, Room.

Tools I reach for

Python, TypeScript, Rust, Kotlin, Solidity, C#, SQL. FastAPI and NestJS on the backend, Next.js 15 and React 19 up front. Postgres (usually Neon, with Drizzle), plus Redis and SQLite. LangChain and the usual model APIs β€” OpenAI, Anthropic, Gemini β€” and on-device inference with MediaPipe, TFLite, and ONNX when something needs to run locally.

Beyond Kitalon

  • Interim CEO at Uddom (Oak Network), an a16z-backed Kickstarter subsidiary β€” since May 2025.
  • AI & technology consultant at LEAD Academy β€” fundraising, partnerships, and AI integration. I've written white papers on AI adoption across Bangladeshi government ministries, and co-authored one on stablecoin infrastructure for Bangladesh.
  • Voice2Policy (2024–25) β€” a paid engagement building civic-tech AI for federal policy analysis. Fine-tuned deBERTa-v2 on SageMaker; shipped on NestJS and Next.js.

Before any of this

A few things from the pre-AI years I'm still proud of:

  • Built PODOKKHEP, Bangladesh's first fully custom digital classroom, at REAPRA-backed Venturas. Comprehension scores went up about 25%.
  • Launched JANO KI, a learning app that reached 10,000+ students across 70 institutions.
  • Ran the Pulselinks ERP account at IMpulse β€” cut deployment time by 60 days and grew outbound sales 330%.
  • Co-founded Enlightli, which took first at the 2015 PCH Toronto hardware hackathon (write-ups in BetaKit and BrainStation).
  • AIPMM Certified Product Manager, 2017.

Find me


"I do not wait for the right tools. I build them."

Pinned Loading

  1. aether-lang aether-lang Public

    Aether: the statically-typed language and async runtime for building reliable, high-performance LLM workflows.

    Python

  2. zkipfs-proof zkipfs-proof Public

    Zero-knowledge proof system for IPFS content verification. Generate and verify cryptographic proofs that specific content exists within IPFS-stored files without revealing the content itself.

    Rust

  3. rwa-studio rwa-studio Public

    RWA-Studio: Tokenize Real-World Assets in 5 Clicks

    Python

  4. nfticket-protocol nfticket-protocol Public

    Open-Source NFTicket Anti-Scalping Protocol

    JavaScript