SOFTWARE
ENGINEERING
ÉTS training in architecture, algorithms, debugging, and the discipline to ship.
BASSEL EL-BIZRI
ROLESenior Solution Consultant
FOCUSAI Search + Relevance
FOUNDATIONSoftware Engineer
NOW
Engineering relevance: making AI search clearer, complex implementations shippable, and technology useful to the people who depend on it.
MTL
Born in Southern France. Raised in Ville Saint-Laurent. Building in Montréal.
AI SEARCHRetrieval that earns trust
RELEVANCESignals into useful answers
SOLUTIONSComplexity into delivery
SYSTEMSBuilt to remain useful
PROFILE / BASSEL EL-BIZRI
ABOUT BASSEL
ABOUT BASSEL
EL-BIZRI.
Bassel El-Bizri is a Canadian-Lebanese software engineer, senior solution consultant, builder, and writer based in Montréal.
His work sits at the intersection of AI search, search relevance, software implementation, clean architecture, and the human questions that technology cannot answer by itself. Born in Southern France, originally from Sidon, and raised in Ville Saint-Laurent, he also works on writing and digital heritage connected to Lebanon and memory.
FOCUSAI search, relevance, software engineering, solution consulting
EDUCATIONB.Eng in Software Engineering, École de technologie supérieure (ÉTS)
ARTÍCULOSTechnology, identity, Lebanon, dialogue, and cultural memory
LANGUAGESEnglish · French · Arabic
TECHNOLOGY OPERATING SYSTEM
NOT TECHNOLOGY
FOR SHOW. TECHNOLOGY
THAT STAYS RELEVANT.
Bassel works where search, software, implementation, and human judgment meet. Select a layer to see how the system connects.
ACTIVE LAYER
AI SEARCH
He approaches search as an experience, not a box: connecting intent, retrieval, ranking, and feedback until the answer feels useful.
SOFTWARE
SOLUTION
CONSULTING
Turning business ambiguity and technical constraints into an implementation people can use.
AI SEARCH +
RELEVANCE
Improving how systems understand intent, surface knowledge, and stay accountable to users.
USEFUL
FUTURES
Applying modern technology without losing context, culture, or the human reason for building it.
INDEPENDENT CIVILIAN INITIATIVE
DIGITIZE
DIGITIZE
SOUTH LEBANON.
Talent should not disappear because of a postcode, a village, or a lack of money.
South Lebanon is full of photographers, creators, artists, students, freelancers, and small business owners. This initiative helps turn their ability into a professional digital presence and a path toward independence.
“Sometimes one domain can open a door. Sometimes one camera can become someone’s income.”
FUNDRAISER LIVE
TIME + TECHNICAL WORK VOLUNTEERED
INITIATIVE DELIVERY PROTOCOL
HOW SUPPORT
HOW SUPPORT
BECOMES ACCESS.
Talent may already exist. Access may not. War and economic disruption can shrink local hiring, interrupt ordinary career paths, and leave skilled people without the digital tools that help work travel beyond their immediate community. This is how one specific barrier becomes one practical intervention.
CONCRETE EXAMPLE / ILLUSTRATIVE PATH
THE TALENT IS THERE.
THE TALENT IS THERE.
THE BRIDGE IS NOT.
Consider a talented young photographer in a South Lebanon village. He can make strong images, but his work lives in a phone gallery and a few WhatsApp conversations. He has no portfolio website, no digital CV, no professional email, and no single link that a client outside his town can open and trust.
-
01
THE BARRIER
Conflict has disrupted local businesses and reduced predictable, salaried work. There may be no nearby corporate office, formal recruiting pipeline, or ordinary nine-to-five path through which his ability can be noticed.
-
02
THE INTERVENTION
A donation covers the smallest useful costs: a domain, hosting, internet access, or a missing piece of equipment. Bassel volunteers the portfolio site, digital CV, professional email setup, and technical work.
-
03
THE HANDOVER
The photographer receives the website, accounts, files, and passwords in his own name. The initiative does not become a permanent gatekeeper; the person keeps control of the result.
-
04
THE NEW ACCESS
He can now send one credible link to clients, apply for remote opportunities, show his services, accept bookings, and let people encounter the quality of his work beyond the limits of geography.
THE PROMISE IS NOT A JOB. The promise is a fairer chance to be found, evaluated, contacted, and paid for talent that was already there.
PERSON +
BARRIER
Photographer, artist, student, freelancer, creator, or small business in South Lebanon.
START WITH THE HUMAN INPUT: A CONCRETE NEEDSMALLEST USEFUL
INTERVENTION
Confirm the person, the barrier, the cost, and what would create practical value now.
NO VAGUE MAGIC WANDS CHECK: NEED / COST / FITWHAT IS
MISSING?
The initiative follows the barrier, not a generic package.
THE ROUTER SELECT ONE OR MORE PATHSBE SEEN.
Create a credible public home for the person’s work, story, services, and contact details. Everything is built around their goals and handed over in their name.
TECHNICAL WORK VOLUNTEERED · ACCESS HANDED OVERMAKE MORE.
Fund the specific tool blocking someone from creating, learning, publishing, or accepting paid work. The goal is useful capacity, not a generic equipment bundle.
EQUIPMENT DONATION-FUNDED · NEED-BASEDMEET THE NEED.
If food, safety, or another urgent basic need is the real barrier, address it before discussing websites or tools. Human dignity sets the order of operations.
PEOPLE FIRST HUMAN NEED OVERRIDES THE SYSTEMBUY THE TOOL.
BUILD THE WORK.
Donations cover domains, equipment, access, or essential aid. Bassel volunteers web development, design, portfolio creation, setup, and technical support.
TOOLS GET BOUGHT. WORK GETS DONE. FUNDS → MATERIAL NEEDS || TIME → VOLUNTEERED WORKTHE PERSON
KEEPS IT.
Access is handed over. Updates record what was delivered while protecting personal privacy.
YES, INCLUDING THE PASSWORDS OUTPUT: ACCESS / INDEPENDENCE / ACCOUNTABILITYBE
SEEN.
Professional websites, portfolios, domains, email, digital CVs, and the support needed to publish them well.
MAKE
MORE.
Cameras, microphones, lighting, computers, software, and internet access when equipment is the missing link.
PEOPLE
FIRST.
Basic humanitarian assistance when necessary. If someone is hungry, food comes before their digital future.
BUILD
FORWARD.
Practical access to the digital economy for talented people in cities, villages, and rural communities.
THE COMMITMENT
DONATIONS FUND THE TOOLS.
DONATIONS FUND THE TOOLS.
THE TECHNICAL WORK IS VOLUNTEERED.
Bassel will volunteer web development, design, portfolio creation, and technical support. Updates will document domains purchased, websites completed, equipment provided, and humanitarian assistance delivered while protecting people’s privacy.
DOMAINSWEBSITESEQUIPMENTESSENTIAL AIDPRIVACY
ONE PERSON AT A TIME
One portfolio. One domain. One camera. One opportunity.
SUPPORT THE INITIATIVE ↗ Donations are processed on GoFundMe. This independent civilian initiative is not affiliated with any political party, armed organization, government, employer, or client.
INITIATIVE SYSTEM
MORE CANVASES
MORE CANVASES
TO COME.
Future initiatives will join this network as they become active and verifiable.
PLACE AS INFRASTRUCTURE
SAINT-LAURENT
TO MONTRÉAL.
The borough that raised him sits inside a city shaped by engineering, AI, aerospace, mobility, research, and reinvention. The connection is personal and current.
PERSONAL ANCHOR
VILLE SAINT-LAURENT
Where Bassel grew up, in a Montréal borough whose modern identity is tied to industry, technology, aerospace, mobility, and economic development.
45.5089° N / 73.6875° W
TECHNOLOGY IN PRACTICE
Systems, experiments,
and ideas that ship.
LIVE IDENTITY INDEX
RUN THE PERSON,
NOT THE RÉSUMÉ.
Different commands. Same Bassel.CODE / CURIOSITY
WEEKEND
BUILDS
Small ideas, overbuilt prototypes, search experiments, and whatever looked useful enough to ship after hours.
GITHUB / BASSELBI↗
WRITING / IDEAS
WORDS &
IDEAS
Essays about technology, judgment, identity, Lebanon, and the questions that resist easy answers.
READ THE WRITINGS→
MEMORY / PEOPLE
DIGITAL
HERITAGE
Helping preserve Lebanese-Jewish memory and stories that can outlive streets, buildings, and political eras.
WADI EL JAMIL↗
ENGINEERING FOUNDATIONB.ENG GRADUATE
ÉCOLE DE TECHNOLOGIE SUPÉRIEURE · SOFTWARE ENGINEERING
WHERE RELEVANCE
BECAME A SYSTEM.
LOADING
B.ENG
SOFTWARE
ENGINEERING
ÉTS built the engineering habits behind his work today: structure ambiguity, test assumptions, debug rigorously, and keep going until a useful system ships.
The tools changed. The discipline stayed relevant.ALGORITHMSARCHITECTUREDEBUGGINGSHIP ✓
WRITINGS / LATEST ESSAY
VIEW ALL WRITINGS →
TECHNOLOGY · SOFTWARE · JUDGMENT
Relax,
Relax,
Hallucination Is the New
Bug
AI can fix obvious bugs quickly, but convincing hallucinations require a different engineering habit: verification.
READ THE ESSAY →THE SATURDAY NIGHT LAB
CURIOSITY DOESN’T
KEEP OFFICE HOURS.
Experiments in search, interfaces, language, and useful weirdness.› initializing saturday-night idea...
› search relevance online
› sensible bedtime not found
› website shipped ✓
ACERCA DE
HELLO FROM
MONTRÉAL.
A Canadian-Lebanese software engineer, senior solution consultant, builder, and writer. Born in Southern France, originally from Sidon, and raised in Ville Saint-Laurent, he carries those places into what he makes.
He likes clean architecture, useful technology, honest writing, old stories, winter walks, and ideas that bring people a little closer together.