A Ahmet Hamza Mülayim Marmara University

Mechanical engineering, built around design, analysis, and proof.

I’m Ahmet Hamza Mülayim, a mechanical engineering student at Marmara University. I build physical systems, analyze how they behave, and increasingly lean on data — vibration signals, flight records — to understand them better. This portfolio is the real projects behind that, not a résumé.

View projects About me
Projects, sized by scope
Condition Monitoring · Flagship Universal bearing RUL 3 rigs · 36 bearings Web · live now THY flight globe 130+ flights on a 3D globe Condition Monitoring Bearing failure prediction CAD Automation Pipe reducer generator Data · daily pipeline IST delay dataset Collecting daily Data / ML · roadmap Phase 2: delay prediction Hourly, weekly, monthly — 3 airports compared Data · new Three hubs IST beats LHR & FRA

Selected work

Projects that show engineering judgment, not just buzzwords.

Featured Engineering Work

Full case studies — real numbers, honest limitations included.

Condition Monitoring · Part 2 · Flagship · Jul 2026

Universal bearing RUL — cross-dataset study

Does a prognostics model trained on one rig transfer to a rig it has never seen?

36Bearings analyzed
3Rigs — IMS, XJTU-SY, FEMTO
LOBO / LODOCross-dataset validation
Open the study →

Condition Monitoring · Part 1 · Jul 2026

IMS bearing failure prediction

Can vibration alone forecast a rolling-element bearing's remaining life before it fails?

3Run-to-failure tests
20 kHzVibration sampling rate
20,480Points per snapshot
Open the case study →

CAD Automation · Aug 2026

Pipe reducer generator

A parametric CadQuery generator producing real, weldable B-rep STEP solids for ASME B16.9 reducers — not tessellated meshes.

128Parts generated, 0 failures
3Real parts validated against
±12%Pressure-rating tolerance
Open the project →

Aviation Data & Systems

Live flight tracking, a delay dataset I built myself, and the model and comparisons built on top of it.

Aviation Data · Live · Jul 2026

Live Turkish Airlines flight globe

Where is every Turkish Airlines aircraft right now, and what is it flying?

130+Flights tracked live
15sRefresh interval
ADS-BLive transponder data
Open the live globe →

Aviation Data · Pipeline · Jul 2026

IST flight delay dataset

Istanbul Airport has no public historical delay dataset — so what does one look like once you build it?

  • OpenSky + aviationstack joined on callsign
  • Append-only CSVs with quality flags
  • Collected daily by a zero-maintenance GitHub Actions pipeline
Open the status dashboard →

Aviation Data · Prediction · Jul–Aug 2026

Delay prediction: Phase 2

Can a model beat a simple delay lookup table — and if so, why?

0.742Model AUC
0.711Lookup baseline
BlindTested on July hold-out
Open the model → All of Phase 2 →

Aviation Data · Comparison · Jul 2026

Three hubs: who is actually on time?

Is Istanbul's busiest-in-Europe traffic actually less punctual than Heathrow or Frankfurt?

172K+Departures compared
3Airports, same window
86Days, same source
See the comparison →
Istanbul Airport terminal from the air

Data story · aviation logistics · Aug 2026

Logistics of IST — the world's 8th busiest airport

84.5 million passengers, 327 destinations, and a terminal laid over abandoned coal pits. How Istanbul built the world's 8th busiest airport — the tender, the ground, the 29-hour move, the metro — with a satellite timelapse of the site from 2017 to 2025.

  • 84.5m passengers in 2025 — 8th busiest in the world
  • 327 destinations and 82,733 connections — the most connected airport on earth
  • 7,600 hectares of former lignite mines and 70 quarry lakes
Read the story →

Experiments & side projects

Built out of curiosity, not part of the mechanical engineering thread above.

A Concorde airliner on the ground

Web / Interactive · tribute · Jul 2026

Mach 2 — a homage to Concorde

A non-commercial fan tribute: the life story of the supersonic airliner, an honest look at whether it will ever have a successor, and an interactive 3D globe of its most famous flights.

  • Biography timeline, 1962 treaty to 2003 retirement
  • Interactive globe — pick a flight, fly the great-circle route
  • Balanced take on Boom's Overture and the XB-1
Open the homage →

Web / Interactive · built for the love of it · Aug 2026

Web Piano — falling notes, real MIDI files

A browser piano you can play by hand, with a real MIDI keyboard, or by loading a .mid file straight from your computer — keys light up as they're struck, and colored bars fall from the top to preview what's coming next, the way piano-practice games do.

  • Full 88 keys, sampled piano sound, not synth beeps
  • Mouse, computer keyboard, or a plugged-in MIDI controller
  • Six pieces with real backstory built in, one click to play — or load your own .mid
Open the piano →

Systems / Windows · own repo · Aug 2026

BiggerBrother — a traffic observatory for your own machine

Ties every DNS query and socket on Windows to the process that made it, via ETW — plus an in-browser request recorder that shows exactly which cookies your browser handed to which trackers. Local-only: no cloud, no TLS interception, nothing leaves the machine.

  • Per-process attribution: who talked to whom, and who owns the far end
  • In-page cookie/tracker capture without touching TLS
  • Per-process kill switch — drops an app's live TCP connections with Cut or Choke
View the repo on GitHub →

Contact

Want to talk engineering?

Projects, research ideas, technical collaboration, or an opportunity — reach out by email, GitHub, or the form.

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