I build products end to end.

An AI sales assistant for Shopify stores: it opens the conversation at the right moment, recommends and compares products, manages the cart, and walks customers to checkout.

proactive engine

a deterministic profiler scores intent and decides when the agent speaks: six triggers with fatigue and engagement multipliers

selling tools

nine typed tools: live product-page reading, comparison tables, cart, discounts, checkout, order lookup

shopify app

embedded admin, storefront chat widget, webhook-driven catalog sync

analytics

its own analytics service: events through SQS and Lambda into Timescale hypertables; attribution ties every order back to the conversation that drove it

architecture

Nx monorepo: three deployable apps and nine shared libraries behind a custom agent runtime

infra

the whole AWS estate in Terraform: ECS, Lambdas, queues, schedules, alarms; OIDC deploys, no static keys

eval loop

internal routines score production chats and propose prompt changes

installed by 50+ Shopify stores · $100k+ added to cart across all stores

An emergency-response planning platform for Lebanon, built with MedAIAgency and AUB after winning their AI4Purpose hackathon.

sop grounding

each agency agent plans from its own real SOPs, selected per scenario, read and cited in the plan

tools

eight typed tools ground every figure: blast model, geocoding, weather, hospital capacity, the national facility registry, travel times

hazard model

deterministic Kingery–Bulmash blast zones on real geography, from published coefficient tables

eval harness

traces every number in a plan to a tool output, a doctrine citation, or a tagged assumption

for the Lebanese Red Cross, Civil Defense, Army, and Ministry of Health · with MedAIAgency × AUB

A blockchain analytics platform built for the University of Zurich: billions of on-chain transactions processed into an interactive research dashboard.

backend

NestJS analytics services decoding Uniswap V2/V3 activity from raw chain data

storage

TimescaleDB hypertables with partial indexes over full-chain data from three EVM networks

dashboard

React research dashboard: prices, liquidity flows, user cohorts, pool activity

performance

query tuning, keyset pagination, and caching keep analytics fast at scale

billions of transactions for University of Zurich researchers

A funding-transparency platform built for Oxfam by a team of three: community groups propose projects, donors fund them, and every payment, expenditure, and outcome is tracked.

workflow

proposal-to-funding lifecycle: due diligence, review, staged payments, completion

access model

four roles across NGO staff, donors, group admins, and group members

tracking

expenditures with receipts and outcomes with per-beneficiary counts

delivery

NestJS and Next.js, in English, French, and Arabic with full RTL

built for Oxfam: community groups, donors, and NGO staff on one platform

A real-estate tokenization platform: each property becomes an on-chain token with a marketplace, rent distribution, and its own DAO.

contracts

allowlist-gated property token, P2P marketplace, clone factory, and an OpenZeppelin Governor DAO per property

rent on-chain

rent paid into the token contract, snapshotted, and claimed pro-rata by holders

tokenization

the admin clones a token and DAO from a CMS property in one flow; contract events write the addresses back

kyc

two-phase KYC: application in the CMS, approval grants the on-chain transfer role

every property gets its own token, marketplace, and DAO

An educational simulator of the crypto stack: exchange accounts, on-chain wallets, and cross-chain bridges.

live-data simulation

simulated trading and transfers priced by live Binance tickers and real mainnet gas

exchange

spot, futures, and funding accounts: leveraged positions with liquidation-price math and partial closes

on-chain

real HD wallet derivation, token transfers, and lock-and-mint bridging with relay fees

architecture

NestJS monorepo of five services, hexagonal with a CQRS read/write split throughout

one sandbox for the full crypto stack: exchange, wallets, bridges

Services and product showcase for a granite company.

site

frontend and backend

email

inquiry email system

images

image optimization

the company's full storefront: services, products, inquiries