01Included
Live collaborative coding
vscode.liveshare → repo/student
We open the same editor and write code together in real time. You see my cursor; I see yours — plus a private repo that is yours to keep.
Accepting new students — 2026
// licensed_professional_engineer
Learn directly from aLicensed Professional Engineer.One-on-one — not a marketplace.
You book one accountable person — Ali Jabbary, M.Sc., P.Eng. — who teaches every session himself, not a rotating marketplace tutor. We cover Python, Machine Learning, Data Science, and the maths and engineering behind them. Your first session is free.
M.Sc. EngineeringP.Eng. Ontario500+ students10+ yrs teachingFree first session · no card
// verify_everything
Real credentials. One click away.
No badges you can’t check. Every claim links to an independent, verifiable source.
- M.Sc.Engineering Master of Science in Engineering — read the full bio
- P.Eng.Ontario · PEO Licensed Professional Engineer — verify at Professional Engineers Ontario (opens in a new tab)
- ORCIDresearcher iD (opens in a new tab)
- Google Scholarcitations (opens in a new tab)
- Published researchpeer-reviewed (opens in a new tab)
- ResearchGateprofile (opens in a new tab)
Try Python in your browser →
No install, no signup — edit the snippet and click Run.
P.Eng.
Licensed Professional Engineer
M.Sc.
Master's in Engineering
24h
Reply guarantee
100%
Refund if first session isn’t a fit
10+ yrs
University teaching experience
Or browse by persona
Not sure where to start? Browse by who you are.
Pick the closest fit and I’ll point you at the page that actually answers your question — no scroll-hunting.
Why this works
Not another course. A real tutor.
Three things make these sessions different from a video library or a marketplace lottery.
01
1-on-1, every session.
No group classes, no recordings to skim through. Every hour is yours — your goals, your pace, your questions.
02
From a Licensed P.Eng.
A Licensed Professional Engineer (M.Sc., P.Eng.) with 10+ years of university teaching. Real practice, not a side hustle.
03
Built for the way you learn now.
Live coding, an interactive whiteboard, written summaries after each session. The tools fit how you actually study.
// how_it_works
More than a lecture. A working session.
Every tool below ships with the standard session — not an upsell. Recordings and off-class support are the only add-ons, and they’re labelled as such. Read it like a dataset:
02Included
Saveable whiteboard
canvas.autosave(per_session)
An Excalidraw-style canvas. Every diagram and sketch is saved automatically to your account, so you can revisit any session’s board.
03Included
Shared class folder
folder[subject] = code, pdf, notes
One folder per subject. Code, PDFs, exports, and session notes all live in a single place you own and control.
04Included
Written summaries, every session
email.send(recap, within="24h")
A concise written recap after each hour — key takeaways, the fixes we made, and exactly what to study next.
05Add-on
Recorded sessions
cloud.record(transcript=True)
Optional add-on: every session recorded, cloud-hosted, and transcript-indexed so you can scrub straight to any moment.
06Membership
Off-class support
reply.sla = "24h" between_sessions
Membership unlocks asynchronous Q&A between sessions — get unstuck on a question without waiting for our next call.
07Included
Weekly assignments + checkpoints
graded_set.review(line_by_line)
Short graded problem sets that keep momentum between sessions, reviewed line-by-line when we next meet.
08Included
Quiz + exam prep
mock.run(timed=True, papers=past)
Targeted exam-prep tracks: timed practice, error analysis, and full mock exams built against real past papers.
09Included
Cheat sheets + references
pack.export(pdf, editable=True)
A growing set of editable one-page references per topic — formulas, syntax, and the gotchas, yours to mark up and reuse.
10Included
Flexible scheduling
session.reschedule(drag, drop)
Your week, your call. Drag-and-drop reschedule right from your dashboard — no Calendly ping-pong.
// read_the_dataset
What’s included, by plan.
Same source of truth as everywhere else on the site — laid out as a DataFrame so you can scan it in one pass. No asterisks.
>>>df = pd.read_csv("included.csv")[10 rows × 3 plans]
| # | feature | Free first sessiontrial · no cost | Pay-as-you-goper session | Studio Membership4 sessions/mo |
|---|---|---|---|---|
| 0 | Live collaborative coding | Included | Included | Included |
| 1 | Saveable whiteboard | Included | Included | Included |
| 2 | Shared class folder | Included | Included | Included |
| 3 | Written session summary | Included | Included | Included |
| 4 | Assignments + checkpoints | Not in this plan | Included | Included |
| 5 | Quiz + exam prep | Not in this plan | Included | Included |
| 6 | Cheat sheets + references | Not in this plan | Included | Included |
| 7 | Flexible scheduling | Not in this plan | Included | Included |
| 8 | Recorded sessions | Not in this plan | Add-onAvailable as an add-on | Included |
| 9 | Off-class Q&A (24h reply) | Not in this plan | MembershipMembership only | Included |
includednot in this planAdd-onpriced add-onMembership is a founding cohort, by application — pricing on /pricing.
0
Live collaborative coding
free first sessionIncluded
pay-as-you-goIncluded
studio membershipIncluded
1
Saveable whiteboard
free first sessionIncluded
pay-as-you-goIncluded
studio membershipIncluded
2
Shared class folder
free first sessionIncluded
pay-as-you-goIncluded
studio membershipIncluded
3
Written session summary
free first sessionIncluded
pay-as-you-goIncluded
studio membershipIncluded
4
Assignments + checkpoints
free first sessionNot in this plan
pay-as-you-goIncluded
studio membershipIncluded
5
Quiz + exam prep
free first sessionNot in this plan
pay-as-you-goIncluded
studio membershipIncluded
6
Cheat sheets + references
free first sessionNot in this plan
pay-as-you-goIncluded
studio membershipIncluded
7
Flexible scheduling
free first sessionNot in this plan
pay-as-you-goIncluded
studio membershipIncluded
8
Recorded sessions
free first sessionNot in this plan
pay-as-you-goAdd-onAvailable as an add-on
studio membershipIncluded
9
Off-class Q&A (24h reply)
free first sessionNot in this plan
pay-as-you-goMembershipMembership only
studio membershipIncluded
Studio Membership — 4 sessions/mo, all async perks, recordings, the full resource library, priority booking, and a monthly progress review. Founding cohort, by application; pricing lives on /pricing.
What we teach
Subjects, taught seriously.
Python, AI, and engineering are the core. Adjacent subjects below — every one taught by the same person.
How it works
From hello to portfolio.
Four steps. Each one ends with something tangible you keep — a plan, a recording, a project, an outcome.
01
Free 30-min session
No credit card. We meet, you share your goals, and we map out whether this is the right fit.
02
Plan your path
A short written plan covering subject, cadence, and milestones — yours to keep either way.
03
Weekly 1-on-1s
Live coding + whiteboard sessions, recorded if you want, with concise written summaries after each one.
04
Portfolio + outcomes
Real projects, exam wins, grad-school essays — whatever shape progress takes for you, you keep it.
// fresh_reads
Latest from the blog.
Working notes on Python, AI/ML, and data science — real code, honest tradeoffs, the same patterns I teach 1-on-1.
Questions, answered
Before you book.
Short answers to the things people ask most. If your question isn’t here, just send a note.
New students get a complimentary 30-minute session to discuss their goals and experience the teaching style. No payment information required upfront.
I focus on a tight set of subjects I genuinely specialise in: Python, SQL, R, machine learning, deep learning, data science, data analytics, and AI & ChatGPT tools, plus cloud/AWS, C++, Excel, engineering, mathematics, statistics, and technical interview prep. Browse the full list on the tutoring directory.
All sessions are conducted 100% online via video with screen sharing. You receive a calendar invitation with the meeting link once your session is confirmed.
Ali Jabbary holds a Master of Science in Mechanical Engineering (Urmia University), is a Licensed Professional Engineer (P.Eng.) with Professional Engineers Ontario, a certified researcher, educator and reviewer, and has over 10 years of experience in industry and academia. He has helped 500+ students worldwide.
Package refunds: within 30 days of purchase you can request a pro-rated refund on unused sessions in any pack or monthly plan; used sessions are pro-rated at the per-pack rate. Single sessions you have not yet taken are refundable in full. Individual session reschedules require 12 hours' notice to avoid a charge.
Ready when you are
Let’s actually start.
Free 30-minute session. No credit card. If it isn’t a fit you walk away with a written plan — yours to keep.