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Two whitewashed domes and an arcade inside Borj el Kebir, the sea fort at Houmt Souk, with the sea behind.

AI Engineering Bootcamp in Djerba, Tunisia, 24–30 Dec 2026

AI Engineering Bootcamp · 24–30 Dec 2026

Five long build days in a villa on Djerba, with two instructors who ship software for a living.

You arrive with an idea and leave with a system running in production. Then a guided quad trip across the island.

No AI background needed. If you’re at home in a terminal, you’ll keep up: day one starts at foundations. How much experience?

Apply for a seat

£599£499

0 / 20 min

£499 per person if you book before 1 November 2026, then £599. Flights and lunches not included. We reply within 48 hours.

33°52′ N · 10°51′ E · Houmt SoukPhoto: Amine Ben Hariz, CC BY-SA 4.0

The last week of the year

Not a lecture series. You build from the first day, in a private villa with a pool and a sea view, with the people who’ve shipped this before at the same table. 5 days heads-down, then the quads. Everything else is handled.

days on the island
7
build hours in 5 days
55
system, in production
1
weeks of office hours after
4
Sunset over the tidal flats at Ras R’mal, Djerba, with a flock of seabirds lifting off the water.

The chill

Then the sun goes down.

Long build days, but the evenings are yours. The Houmt Souk medina, mint tea on a rooftop, and a walk along the shore at golden hour. December on the island: mild, quiet, and unhurried.

Ras R’mal, Djerba · Photo: Pa681998, CC BY-SA 4.0

The week

One system, start to production.

5 days heads-down, 55 build hours, then the quads. Open a day to see what happens in it.

  1. Thu · Check in, then 10 build hours with workshops

    Scope the system you'll ship. Retrieval, chunking, and the first working pipeline by dinner.

  2. Fri · 12 build hours

    Tool calling, orchestration, and the failure modes nobody warns you about.

  3. Sat · 13 build hours

    Build the eval harness before you tune. Measure, then move.

  4. Sun · 8 build hours, then the island

    Deploy to production in the morning; Houmt Souk medina, the Djerbahood murals, and sunset over the sea in the evening.

  5. Mon · 12 build hours

    Everyone presents a running system. Feedback, then a plan for your next 90 days.

  6. Tue · No laptops

    A guided quad trip across Djerba: sandy tracks between agave hedges and palm groves, out to the lagoon where the flamingos feed. After five long build days, this is the part that puts you back together.

  7. Wed · Flights home

    Breakfast, goodbyes, and your flight out. Office hours pick up in the first week of January.

The two-storey white villa at night, its glass doors lit behind a private pool, a dining table and loungers on the terrace.

The stay

Everything else is handled

Villa, workspace, food and the excursions are organised before you land. You book the flight; we do the rest of the week.

01[ North-east coast ]
The villa at night: a lit private pool, sun loungers and a terrace in front of a white single-storey wing with glass doors.

The villa · Photo: ,

The villa

Six nights in a private villa near the beach: a pool and a garden, a sea view, air conditioning, and a kitchen and terrace. You stay together in the villa, which is half the point. Workspace, screens and coffee included.
02[ Houmt Souk ]
Sunset over the tidal flats at Ras R’mal, Djerba, with a flock of seabirds lifting off the water.

Ras R’mal, Djerba · Photo: Pa681998, CC BY-SA 4.0

The island

An excursion to the medina, the Djerbahood murals and the lagoon, with breakfast and dinner taken care of every day.
03[ Off the island ]
A sandy track at Mezraya, Djerba, between tall hedges of agave and prickly pear under a blue sky.

Mezraya, Djerba · Photo: Bilel Hawari, CC BY-SA 3.0

The quads

A guided quad trip across the island: sandy tracks through agave hedges and palm groves, out to the lagoon and the flamingos. No laptops.
04[ Per person ]

Included

  • Six nights in the villa
  • Workspace, screens and coffee
  • Breakfast and dinner, every day
  • Island excursion: medina, murals and lagoon
  • A guided quad trip across the island
  • 5 days of mentoring
  • 4 weeks of office hours after you fly home
  • Not included: flights to Djerba (DJE), lunches, travel insurance and anything you spend in town.
05[ From the first week of January ]

After

4 weeks of drop-in office hours, one call a week. Week one back home is where most projects quietly die, so this is the part we would keep if we had to cut everything else.

Five days, eight people, one system each.

£599£499per person, before 1 November 2026

£100 off until 1 November 2026. Paid in full to hold the seat; we don’t take deposits.

53°21′ N, 2°16′ W
Manchester

You book the flight. We know the way.

Flights are not included and we do not book them for you: we are not a travel agent and we take no cut. What we will do is tell you exactly how we would get there from your city. Three routes cover almost everyone.

33°52′ N, 10°46′ E
Djerba–Zarzis

Starting point

The island

Flying time, MAN to DJE
3h 25m
Airport to the villa
25 min
December evenings
10°C
  1. Route A

    Straight to the island

    MAN → DJEeasyJet · ~3h 25m · non-stop

    One flight, no connection, and you land 25 minutes from the villa. Manchester runs year-round; London Luton flies the same route seasonally, so check whether it is in the schedule for late December.

    Best if you can get to Manchester

  2. Route B

    Via Tunis

    LHR / LGW → TUNTUN → DJETunisair, Nouvelair · then ~1h domestic

    Year-round from both London airports, then a short hop down to Djerba on Tunisair or Tunisair Express. Book both legs on one ticket if you can. On separate tickets, leave three hours at Tunis — you collect your bag and check in again.

    Best if you are flying out of London

  3. Route C

    Via a European hub

    Paris ORY / CDG → DJEFrankfurt, Brussels, Milan → DJETransavia, Tunisair, Nouvelair, TUI fly, Neos

    Djerba is well connected to mainland Europe all winter — Paris Orly alone runs it daily. Often the cheapest answer when the UK direct dates do not line up, and the obvious one if you are already in the EU.

    Best if you are not starting in the UK

The last mile

Djerba’s airport is Djerba–Zarzis DJE, on the island itself, about 19 km and 25 minutes from the villa on the north-east coast. Taxis are metered: about 20 dinars at most (around £5) by day, and 50% more from 9pm to 5am. Check the meter is running before you set off.

Tunis (TUN) is 500 km away on the mainland: use it as a connection, never as your destination.

Dates and timing

Arrive 24 December, as early in the day as you can: that is check-in, and building starts the same day. Demo day is the 28th, the quad trip is the 29th, and you fly home on the 30 December. Book the return for that day, not the 28th. This is the busiest week of the year to leave the UK: book the flight the day you take your seat, not the week before.

Schedules change. Check the airline before you book, and tell us where you are flying from: we will look at it with you.

Hamza and Bechir both grew up on Djerba and went to school in Houmt Souk, twenty minutes down the road from the villa. That is the whole reason this bootcamp happens on Djerba rather than wherever is cheap and has wifi: the medina, the food and the back roads across the island are theirs, not a tour operator’s.

two instructors

Both work for a UK startup with its roots on Djerba. 5 days, 8 people, one system each.

  • Hamza Bouajila

    AI engineer at a UK startup

    Builds production AI agents for small and mid-sized companies, with a focus on reliable agentic systems and LLM evaluation. Open-sourced FastVLA, a fine-tuning library that brings 7B-parameter vision-language-action robotics policies to a single Tesla T4 GPU in under 7GB of VRAM. From Houmt Souk; studied at Lycée Houmt-Souk.

    Sylergy website
  • Bechir Ben Othman

    Full-stack engineer at a UK startup

    Full-stack engineer across Python and Java backends and Angular frontends. Has shipped OCR and document processing into production: classification, field detection and text extraction inside an ERP. Engineering degree from ENSI. From Djerba; studied at Lycée Houmt-Souk.

    Sylergy website

Hamza’s research

Published, in review and in draft, labelled honestly.

  • The Geometry of Control at Inference Time

    Stochastic constraints, normalised steering and a safety clamp for small LLMs.

    Zenodo preprint · 2025

    Under review
  • Direct Preference Optimization for Dialectal Alignment

    Low-resource Tunisian Arabic alignment with DPO.

    Zenodo preprint · 2025

    Preprint
  • OSP Semantic Search Optimization

    Decentralised, LLM-based semantic search mechanisms.

    2025

    In draft
  • BP-Block: Active Inference Architecture for Robotics

    A belief–policy neural module for goal-conditioned control.

    Technical note

    In draft

Everything else

Travel, paperwork, money and the week itself. If your question is not here, apply and bring it to the short call. We reply to every application within 48 hours.

Apply for a seat

Travel

Which airport do I fly into?

Djerba–Zarzis (DJE). It is on the island, roughly 25 minutes from where we are staying. Tunis (TUN) is the capital’s airport on the mainland — a fine connection, but a six-hour drive if you stop there.

Do you book my flight?

No. Flights are yours to book, in your name, on your card — we are not a travel agent, we take no commission, and we cannot be responsible for what an airline does. What we will happily do is look at your home city with you and tell you which route and which dates we would pick.

When should I arrive and leave?

Arrive on 24 December, as early in the day as you can — that is check-in at the villa, foundations start the same day, and the first day sets up your build. The week ends with the quad trip on the 29th, so book your flight home for the 30 December. Booking out on the 28th means missing the best day.

What if my flight is delayed or cancelled?

Message us as soon as you know. Your seat is held and we will catch you up on whatever you missed. The money side is between you and the airline, which is the main reason to have travel insurance.

Is there an airport transfer?

No, you take a taxi from DJE. They wait outside arrivals, and the ride to the villa is about 19 km, roughly 25 minutes, and about 20 dinars at most (around £5) on the meter by day; from 9pm to 5am fares are 50% higher. Agree the fare or check the meter before you set off.

Passports and paperwork

Do I need a visa?

British passport holders do not — Tunisia is visa-free for stays of up to 90 days. Your passport needs to be valid for the duration of your stay, and make sure you get an entry stamp. Border officers can ask for a return ticket and proof of where you are staying, so we send you a confirmation letter with the villa address once your seat is paid. Any other passport: check your own government’s advice early, and tell us if you need an invitation letter.

Do I need travel insurance?

It is not included and we strongly recommend it — cancellation and medical cover at minimum. Arrange it when you book the flight, not the night before.

Money

What does it cost, and what is covered?

£599 per person. Book before 1 November 2026 and you take £100 off, so you pay £499. That covers six nights in the villa, the workspace and coffee, breakfast and dinner every day, the island excursion, the guided quad trip, 5 days of mentoring, and 4 weeks of office hours once you are home. Not covered: flights, travel insurance, lunches, and anything you spend in town.

When do I pay? Can I put down a deposit?

In full, in one go, after the call — we don’t take deposits. There are eightseats and being accepted doesn’t hold one; payment does. Book before 1 November 2026 both to get the £100 off and because that is the date the full refund window closes.

How does money work in Tunisia?

The Tunisian dinar is a closed currency — you cannot buy it before you land and you cannot take it home. Withdraw or exchange at DJE arrivals when you get in. Cards work in hotels and larger restaurants; the medina, cafés and taxis are cash, and it does not take much of it.

The week

How much experience do I need?

Less than you think. If you’re comfortable in a terminal — ssh’ing into a server, setting things up, following an error until it’s fixed — you’ll keep up. You don’t need to write code from scratch or know anything about AI: day one starts at foundations. The short call is there to make sure the week fits you, and if it doesn’t, we’ll say so honestly.

What happens after the week ends?

You get 4 weeks of drop-in office hours, included in the price. One call a week starting the first week of January— turn up with whatever is broken, or don’t turn up at all. Week one back home is where most projects quietly die, so this is the part we would keep if we had to cut everything else.

Do I need an idea before I arrive?

Bring one if you have it — we scope it on the first morning and you spend the week shipping it. If you do not, we have a shortlist of builds that fit five days, and we will pick one with you.

Where do I sleep?

In a private villa near the beach on Djerba’s north-east coast, with a pool, a garden, a terrace and a sea view. You stay together in the villa, which is half the point of the week.

What about food and dietary requirements?

Breakfast and dinner are included and organised every day, so you never have to think about it. Tell us about allergies or dietary requirements when you book and we will handle it — vegetarian and halal are straightforward here.

What is the internet like?

The villa has high-speed wifi and that is what we build on. Bring a backup anyway: a local eSIM or a SIM from Ooredoo or Orange Tunisia at the airport costs a few dinars and gives you data across the island.

What should I pack?

Laptop and charger, and a European two-pin adapter — Tunisia runs 230V on Type C/E sockets, the same plug as France. Layers: December on Djerba is mild, mid-to-high teens in the day and around 10°C once the sun is down, so bring a jacket for the evenings. Passport, card, and swim stuff if you are brave about the sea in winter.

It is Christmas week. Are we really building on 25 December?

Yes. Tunisia is a Muslim-majority country and 25 December is an ordinary working day here — the island is open, quiet and mild. If spending Christmas heads-down on a build sounds wrong to you, this is not your week. If it sounds like a relief, it is.

What if I have to cancel?

Cancel before 1 November 2026 and you get a full refund, no reason needed. On or after that date we cannot refund you — the villa and the food are booked and paid for by then — but you can pass your seat to someone else, and we will switch the name over at no charge once they have done the same short call. The full terms are here.

Eight seats.

£499 before 1 Nov.

  1. Step 1 / 3

    Apply

  2. Step 2 / 3

    Short call

  3. Step 3 / 3

    Book your seat

Applications are open now. We review them in the order they arrive and reply within 48 hours.

How it works

  1. 1. Apply

    Name, email, where you're at, and a few lines on your AI upskilling journey so far and what you want from the week. A couple of minutes.

  2. 2. Short call

    Fifteen minutes to check the week fits what you want to build.

  3. 3. Book your seat

    Pay in full: £499 before 1 November 2026, £599 after. No deposits; the seat is yours once it's paid. Then book your flight and we handle the rest.

Apply for a seat