
The villa · Photo: ,

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

The chill
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
One system, start to production.
5 days heads-down, 55 build hours, then the quads. Open a day to see what happens in it.
Thu · Check in, then 10 build hours with workshops
Scope the system you'll ship. Retrieval, chunking, and the first working pipeline by dinner.
Fri · 12 build hours
Tool calling, orchestration, and the failure modes nobody warns you about.
Sat · 13 build hours
Build the eval harness before you tune. Measure, then move.
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.
Mon · 12 build hours
Everyone presents a running system. Feedback, then a plan for your next 90 days.
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.
Wed · Flights home
Breakfast, goodbyes, and your flight out. Office hours pick up in the first week of January.

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.

The villa · Photo: ,

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

Mezraya, Djerba · Photo: Bilel Hawari, CC BY-SA 3.0
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
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
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
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
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
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.
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.
Both work for a UK startup with its roots on Djerba. 5 days, 8 people, one system each.
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 websiteFull-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 websitePublished, in review and in draft, labelled honestly.
Stochastic constraints, normalised steering and a safety clamp for small LLMs.
Zenodo preprint · 2025
Low-resource Tunisian Arabic alignment with DPO.
Zenodo preprint · 2025
Decentralised, LLM-based semantic search mechanisms.
2025
A belief–policy neural module for goal-conditioned control.
Technical note
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 seatDjerba–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.
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.
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.
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.
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.
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.
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.
£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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
£499 before 1 Nov.
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Applications are open now. We review them in the order they arrive and reply within 48 hours.