TECHNICAL LEAD & SAAS BUILDER • PHD RESEARCHER
Backed by a PhD in AI and 5+ years of building at the frontier. I design, code, and scale robust systems from database to interface. One accountable Technical Lead for your entire stack.
Credentials // GitHub
A compact proof strip for build activity, research credentials, venture output, and market reach.
GitHub signal
@hamza97benroummane
BSc
Computer Science
MSc
Business Intelligence
PhD
AI Candidate (Current)
5+ Years
Software Engineer
2025
IJRCS publication
2023
Springer Nature publication
END-TO-END PIPELINE
From the first idea to live revenue, every layer of the product ships from a single pair of hands.
Most software needs a team. I am the team.
Pick your door
THE MACHINE
Five subsystems. One operator. Zero handoffs.
Most products need a team across five disciplines. Hamza runs all of them himself, from the first React component to the Stripe webhook to the fine-tuned model behind the scenes. Frontend, backend, AI, blockchain, and growth ship as one continuous system, not a relay of contractors.
He builds the core AI models and systems himself (RAG, fine-tuning, deep reinforcement learning) and designs the surrounding software architecture end to end.
Solana Blockchain & Web3 systems with sub-second execution.
Interfaces engineered to convert, animated with intent and built to load instantly.
Production infrastructure from API to database to payments, owned end to end on bare metal.
Distribution as an engineering problem, from programmatic pages to paid media to AI-produced video.
40+ technologies // 5 subsystems // 1 operator
See the systems in motion→SELECTED WORK
Scroll through the work. Each one is mine, from the model to the market.
AI academic humanization on a custom model
Humanixio is an AI academic humanization tool running on a custom fine-tuned model. Built on a robust, in-house AI foundation, I own the full stack, from training the model to the billing and the growth engine, and it is actively growing.
A no-code Solana launchpad and DeFi suite
ChainPad is a no-code Solana Blockchain & Web3 token launchpad paired with a full DeFi suite: token creation, liquidity management, volume bot, and DeFi automation tools. Wired into Jito and Raydium to process HFT operations with sub-second finality. Monetized exclusively via Web3 Wallets (Phantom, MetaMask, Solflare), it is live and the suite keeps growing.
A small number of senior, end-to-end engagements at a time. One operator who ships the whole product, not a slice of it.
If you need a complex platform built properly and fast, I take it on directly: the AI, the backend, the frontend, the payments, and the growth. No team to assemble, no agency overhead, no handoffs. You work with the person who designs the system and the person who ships it, because they are the same person.
From a blank repository to a live, paying product.
RAG, fine-tuned models, and custom AI systems integration.
Solana Blockchain & Web3 systems, launchpads, and DeFi automation tooling.
Programmatic SEO, GEO, and conversion funnels from day one.
Pedigree & Engineering Leadership
A timeline of parallel paths: conducting research at the AI frontier while architecting and shipping complex production SaaS.
[ Academic Rigor & Research ]
Specializing in autonomous navigation, deep reinforcement learning (DRL), and safe path planning. Developing hybrid models (e.g. TD3-RRT) for adaptive systems.
[ Technical Leadership & Engineering ]
Engineering end-to-end SaaS platforms. Architecting custom AI systems (fine-tuning, RAG, custom pipelines) and high-throughput Web3 applications (Solana Blockchain & Web3, TypeScript, Jito, Raydium).
Operator console
One operator across the full stack: AI, Solana Blockchain & Web3, growth. Pick the door that fits, send the brief, get a precise reply.
Need a complete SaaS shipped by one operator who owns frontend, backend, payments, and growth. Bring the outcome, not the spec.
Commission a build→A founding partner who turns a thesis into a live product, with PhD-grade AI and Solana Blockchain & Web3 as the differentiator. Equity-grade ownership from day one.
Explore a partnership→Active ventures spanning an academic AI humanizer and a Solana Blockchain & Web3 no-code launchpad. Diligence the operator behind them.
Review the founder→Direct line